United States v. Mitchell J. Stein , 846 F.3d 1135 ( 2017 )


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  •                Case: 14-15621       Date Filed: 01/18/2017      Page: 1 of 47
    [PUBLISH]
    IN THE UNITED STATES COURT OF APPEALS
    FOR THE ELEVENTH CIRCUIT
    ________________________
    No. 14-15621
    ________________________
    D.C. Docket No. 9:11-cr-80205-KAM-1
    UNITED STATES OF AMERICA,
    Plaintiff-Appellee,
    versus
    MITCHELL J. STEIN,
    Defendant-Appellant.
    ________________________
    Appeal from the United States District Court
    for the Southern District of Florida
    ________________________
    (January 18, 2017)
    Before WILLIAM PRYOR and JILL PRYOR, Circuit Judges, and STORY, *
    District Judge.
    *
    Honorable Richard W. Story, United States District Judge for the Northern District of
    Georgia, sitting by designation.
    Case: 14-15621      Date Filed: 01/18/2017   Page: 2 of 47
    JILL PRYOR, Circuit Judge:
    After a two-week trial, Mitchell Stein, a lawyer, was convicted of mail, wire,
    and securities fraud based on evidence that he fabricated press releases and
    purchase orders to inflate the stock price of his client Signalife, Inc., a publicly-
    traded manufacturer of medical devices. The district court sentenced Mr. Stein to
    204 months’ imprisonment, over $5 million in forfeiture, and over $13 million in
    restitution. Mr. Stein appeals his conviction and sentence.
    Regarding his conviction, Mr. Stein argues, among other points, that the
    government failed to disclose Brady material1 to the defense before trial and
    knowingly relied on false testimony to make its case. As regards his sentence, Mr.
    Stein argues that the district court erred in calculating actual loss for the purposes
    of the Mandatory Victims Restitution Act of 1996 (“MVRA”), 18 U.S.C. § 3663A,
    and § 2B1.1 of the United States Sentencing Guidelines. In particular, he argues
    that in estimating actual loss the district court erroneously presumed that all
    purchasers of Signalife stock during the period when the fraud was ongoing relied
    on false information Mr. Stein promulgated. He also argues that the district court
    failed to take into account other market forces that likely contributed to the
    1
    Brady v. Maryland, 
    373 U.S. 83
    (1963).
    2
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    investors’ losses. After careful consideration of the parties’ briefs and with the
    benefit of oral argument, we affirm Mr. Stein’s conviction but vacate his sentence.
    This opinion proceeds in three parts. We first provide background
    regarding Mr. Stein’s fraudulent scheme, his subsequent indictment, his pretrial
    and post-trial motions, and his sentencing. Second, we address and reject Mr.
    Stein’s challenges to his conviction. Mr. Stein identified only one potential Brady
    document, and it contained no information favorable to him and was accessible
    through reasonable diligence before trial. And, he failed to identify any suppressed
    material or any materially false testimony on which the government relied,
    purportedly in violation of Giglio. 2
    Third, with respect to sentencing, we review the district court’s actual loss
    calculation. We agree with Mr. Stein that to establish an actual loss figure under
    the guidelines or the MVRA based on investors’ losses, the government must
    prove that, in deciding to purchase Signalife stock, investors relied on the
    fraudulent information Mr. Stein disseminated. The district court found that more
    than 2,000 investors relied on Mr. Stein’s fraudulent information, but the only
    evidence supporting this finding was the testimony of two individuals that they
    relied on Mr. Stein’s false press releases and generalized evidence that some
    investors may rely on some public information. This evidence was insufficient to
    2
    Giglio v. United States, 
    405 U.S. 150
    (1972).
    3
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    permit reliance to be inferred for over 2,000 investors. Accordingly, the district
    court erred in calculating an actual loss figure based on the losses of all these
    investors. The district court also failed to determine whether intervening events
    caused the Signalife stock price to drop and, if so, whether these events were
    unforeseeable such that their effects should be subtracted from the actual loss
    figure. We remand so that the district court can remedy these errors.
    I. BACKGROUND
    A.     The Fraudulent Scheme
    The evidence adduced at trial—including the testimony of Mr. Stein’s two
    co-conspirators, Martin Carter and Ajay Anand—supported the following facts. In
    an effort to inflate artificially the value of Signalife stock, Mr. Stein drafted three
    press releases and three corresponding purchase orders touting more than $5
    million in bogus Signalife sales. 3 The fraudulent period began on September 20,
    2007, when Mr. Stein sent the first false press release to John Woodbury,
    Signalife’s securities lawyer, with instructions to publish it. The press release
    reported that Signalife had sold $1.98 million worth of its products. Mr. Stein
    represented that the press release was “backed up by a purchase order.” Trial Tr.,
    3
    Signalife was formerly known as Recom Managed Systems, Inc., and later known as
    Heart Tronics, Inc. Mr. Stein’s wife at the time of the false purchase orders, Tracey Hampton-
    Stein, was the founder of Signalife and the largest single Signalife shareholder. Thus, Mr. Stein
    stood to gain directly from the stock’s inflated price.
    4
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    Doc. 240 at 59.4 Mr. Woodbury lacked any independent knowledge of the truth of
    the statements in the press release. He published it that day anyway, though,
    because Mr. Stein had told him that he and Signalife’s Chief Executive Officer,
    Lowell T. Harmison, were traveling together visiting potential clients, and Mr.
    Woodbury believed that this sale was the fruit of those efforts.
    A few days later, Mr. Stein emailed Mr. Woodbury a second press release
    about an additional $3.3 million in sales and represented that Mr. Harmison had
    approved the press release. Mr. Woodbury published the release the next day
    despite lacking any supporting documentation.
    Mr. Stein emailed Mr. Woodbury a third press release about two weeks later.
    The press release reported an additional $551,500 in sales orders. Mr. Woodbury
    issued the release early the next morning, again without supporting documentation.
    Mr. Woodbury later asked Mr. Stein for additional information regarding the
    sales that were described in the press releases. In response, Mr. Stein sent Mr.
    Woodbury three purchase orders. None of these purchase orders provided an
    address for shipment. Tracey Jones, Mr. Harmison’s assistant, maintained that she
    “never received any backup or anything on” the purchase orders, and thus she
    considered them “phantom purchase orders.” Doc. 241 at 117.
    4
    “Doc.” refers to the numbered entry onto the district court’s docket in this case. The
    trial transcript is found at Doc. 239 through Doc. 248.
    5
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    The first purchase order, dated September 14, 2007, reflected an order by a
    company called Cardiac Hospital Management (“CHM”). The order reflected a
    sale of $1.93 million worth of product and noted a $50,000 deposit. The signature
    block showed “Cardiac Hospital Management” and an illegible signature without a
    name. A week after the date of the purchase order, Thomas Tribou, a consultant
    who had worked with Signalife, paid Signalife $50,000 for goods he expected to
    receive.
    The second and third purchase orders, dated September 24, 2007 and
    October 4, 2007, respectively, reflected sales to a company called IT Healthcare.
    One order reflected a sale of products at a cost of $3.3 million and noted a $30,000
    deposit. The other reflected a sale with a “net due” amount of $551,500.
    The facts of these purchase orders resurfaced several times. Mr. Harmison
    incorporated information about them in a March 2008 memorandum to Signalife’s
    auditors. Likewise, Signalife filed reports with the Securities and Exchange
    Commission (“SEC”) that detailed these orders. According to Mr. Woodbury, who
    oversaw the drafting of the SEC filings, Mr. Stein was the sole source of
    information about the purchase orders and was intimately involved in the drafting
    process.
    Mr. Stein used the help of his personal assistant, Mr. Carter, and a Signalife
    contractor, Mr. Anand, to make the fake purchase orders appear legitimate. For
    6
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    example, Mr. Stein gave Mr. Carter a template to create bogus letters requesting a
    change of shipment address, one for IT Healthcare and another for CHM. Mr.
    Carter drafted a letter ostensibly from a man named Yossie Keret of IT Healthcare
    requesting that products be delivered to an address in Israel that Mr. Carter made
    up. Mr. Carter also prepared a letter appearing to come from CHM that asked for
    products to be delivered to an address in Tokyo, Japan. This letter purportedly was
    signed by “Toni Nonoy.” Mr. Carter never spoke with Yossie Keret, Toni Nonoy,
    or anyone at IT Healthcare or CHM; indeed, he had no idea whether the companies
    or the individuals actually existed. He believed, however, that Mr. Stein had
    fabricated these names.
    Mr. Stein directed Mr. Carter to help him with the fraud in other ways as
    well. Mr. Stein asked Mr. Carter for two numbers he could use as fax numbers for
    purchase confirmation letters from Yossie Keret and Toni Nonoy. Mr. Carter
    provided Mr. Stein with two numbers unaffiliated with either company or person.
    Then, in June 2008, Mr. Stein told Mr. Carter to fabricate a letter from Yossie
    Keret purporting to cancel IT Healthcare’s orders. Mr. Carter did as he was told
    and sent the letter to Mr. Woodbury. At one point, Mr. Stein arranged for Mr.
    Carter to travel to Israel ostensibly to find customers for Signalife even though Mr.
    Carter had no business contacts there. On another occasion, Mr. Stein sent Mr.
    Carter to Japan with a sealed envelope in a plastic bag, instructing him to mail the
    7
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    envelope back to the United States while wearing gloves and then return home the
    same day.
    Mr. Stein similarly relied on Mr. Anand for help in perpetrating the fraud.
    Once Mr. Stein asked Mr. Anand to travel to Texas to mail two IT Healthcare
    purchase orders to Signalife. When Mr. Anand asked whether the purchase orders
    were real, Mr. Stein responded that it did not matter. Mr. Anand declined to help,
    but later, on Mr. Stein’s request, he agreed to draft two letters that would appear to
    come from Yossie Keret on behalf of IT Healthcare. The first letter requested a
    shipping address change to an Israeli address. The second letter cancelled the
    Signalife order. Mr. Anand sent these letters to Mr. Stein and Mr. Harmison.
    Mr. Stein also used Carter and Anand to take money or stock from Signalife.
    At Mr. Stein’s direction, in January 2008, Mr. Carter executed an agreement with
    Signalife to provide consulting services, none of which he actually provided or was
    capable of providing. Pursuant to this agreement, Mr. Stein funneled money and
    Signalife stock from Signalife through Mr. Carter to himself. Mr. Stein also
    directed Mr. Carter to buy and sell Signalife stock and transfer most of the
    proceeds to him. Likewise, at Mr. Stein’s direction, Mr. Anand established “The
    Silve Group,” ostensibly to sell Signalife products in India. But Mr. Anand sold
    only one unit (in Mexico). Mr. Stein nonetheless arranged for Signalife to pay Mr.
    8
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    Anand more than one million shares for his work. Mr. Anand then gave Mr. Stein
    a “kickback . . . [f]or the sweet deal [he] got from Mr. Stein.” Doc. 243 at 71.
    On August 15, 2008, Signalife filed a Form 10-Q for the second quarter of
    2008, which described the cancellation of an IT Healthcare purchase order. (GX
    159 at 22.) This was the first public disclosure arguably signaling to stock market
    participants that Signalife’s stock was overvalued based on the IT Healthcare
    purchase order, and thus, as the district court found, marked the end of the
    fraudulent period.
    B.     Procedural Background
    1.     The Investigation and Indictment
    The SEC began investigating Signalife in 2009. During its investigation, the
    SEC amassed a database of about 200 million records produced by Signalife. In
    2010, the United States Department of Justice (“DOJ”) began a criminal
    investigation of Mr. Stein. As a result of the DOJ’s investigation, a grand jury
    indicted Mr. Stein on charges of money laundering; mail, wire and securities fraud;
    conspiracy to commit mail and wire fraud; and conspiracy to obstruct justice. The
    indictment also charged that Mr. Stein obstructed justice by giving false testimony
    to SEC investigators. Mr. Stein’s two co-conspirators, Mr. Carter and Mr. Anand,
    also were indicted. Both pled guilty to conspiracy charges and testified against Mr.
    Stein at trial.
    9
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    2.       The Motion to Compel
    Before trial, Mr. Stein sent the government nine letters requesting over 100
    categories of documents, including documents in the SEC’s files. The DOJ
    refused to produce information that was “not in the possession of or known to the
    prosecution,” which included the documents in the SEC’s files. Mot. Compel Ex.
    B, Doc. 41-2 at 3. Mr. Stein responded with a motion to compel. The government
    opposed the motion, arguing that the DOJ lacked control over the SEC and that the
    DOJ and the SEC conducted no joint investigation. The magistrate judge denied
    the motion to compel as to documents “in the sole custody of the SEC, and which
    the DOJ is unaware of.” Doc. 63 at 2.
    3.       The Pretrial Motion to Dismiss the Indictment
    About two months before trial, at Mr. Stein’s direction, his attorney filed a
    motion to withdraw as counsel, which was granted. Mr. Stein then filed a motion
    to proceed pro se. The court held a Faretta 5 hearing and then granted Mr. Stein’s
    motion. During the hearing, Mr. Stein learned that in the course of its investigation
    the DOJ had accessed a “very small subset” of documents in the SEC’s database,
    which the DOJ had then provided to him. Tr. of Faretta Hrg. Proceedings, Doc.
    146 at 41. Based on this revelation, Mr. Stein promptly filed a pro se motion to
    dismiss the indictment, alleging the suppression of unidentified “Brady material”
    5
    Faretta v. California, 
    422 U.S. 806
    (1975).
    10
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    in the SEC database. Mot. to Dismiss, Doc. 150 at 17-22. Mr. Stein also requested
    an evidentiary hearing. The district court denied the motion, concluding, among
    other things, that the motion was untimely and failed to identify any exculpatory
    Brady material.
    4.     The Trial and Post-Trial Motions
    The trial lasted two weeks. The jury returned guilty verdicts against Mr.
    Stein on all charges.
    Mr. Stein filed several post-trial motions, including two motions for new
    trial based on newly discovered evidence. The newly discovered evidence
    included, among other documents, a publicly-filed SEC Form 8-K (“Exhibit X”)
    regarding an unrelated company whose Chief Financial Officer was named “Yossi
    Keret.” Mot. for New Trial Ex. J, Doc. 264-10. Mr. Stein alleged that Exhibit X
    was on the “SEC website.” See Mot. for New Trial, Doc. 264 at 9. Mr. Stein
    argued this document proved that Yossie (with an “e”) Keret, the man who
    purportedly signed the IT Healthcare purchase orders, was a real person, contrary
    to the government’s representation at trial. He contended that his conviction thus
    “was based on the perjured testimony of key Government witnesses and exclusion
    of crucial exculpatory and impeachment evidence as a result of prosecutorial
    misconduct.” 
    Id. at 1;
    see also 2d Mot. for New Trial, Doc. 312 at 2, 8-9. Mr.
    Stein also filed a motion for an evidentiary hearing on his motions for new trial and
    11
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    a motion to compel documents from the SEC database. The district court
    summarily denied these motions.
    A little more than a year after the trial, in an SEC enforcement action against
    Signalife’s successor company, the SEC produced about two million documents
    from its database. Within this collection, Mr. Stein found a copy of Exhibit X, the
    publicly-available SEC document containing the name “Yossi Keret.” Based on
    this document, Mr. Stein filed a third motion for new trial and accompanying
    motion for a hearing, arguing that the document was exculpatory and had been
    withheld in violation of Brady.
    The district court denied the third motion for a new trial and the
    corresponding motion for an evidentiary hearing. The court found that there had
    been “no showing that the person named ‘Yossi Keret’ in [Exhibit X was] the same
    person connected to the [IT Healthcare purchase order confirmation and purchase
    order cancellation] upon which [Defendant’s convictions] . . . are based.” Doc.
    388 at 2. The court further found there was no evidence showing that the
    prosecution team possessed this document and knowingly withheld it.
    5.    The Sentencing
    Before Mr. Stein’s sentencing, the probation office issued a presentence
    investigation report (“PSI”). Under the applicable Sentencing Guidelines, the PSI
    calculated a base offense level of 7 and recommended several enhancements and
    12
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    one reduction. Relevant to this appeal, the PSI recommended a 24-level increase
    under U.S.S.G. § 2B1.1(b)(1)(M) based on a loss calculation of more than $50
    million but less than $100 million. Mr. Stein objected to this proposed calculation
    of loss, contending that there was no actual loss to any investor.
    The government proposed a method for calculating actual loss coined the
    “buyer’s only” method, which was based on actual purchase and sales data. Tr. of
    Sentencing Proceedings, Doc. 429 at 30. Under this method, the court would
    consider only “those customers who only purchased Signalife shares during the
    fraudulent period,” defined as September 20, 2007 (the date of the first false press
    release) through August 15, 2008 (the date of Signalife’s SEC filing noting that IT
    Healthcare had cancelled its purchase order). Tr. of Sentencing Proceedings, Doc.
    428 at 25. The court would then “value the amount of those purchases . . . [and]
    subsequently subtract the value of those shares as of the end of the fraudulent
    period.” 
    Id. at 42.
    The government identified 2,415 unique investors who bought
    Signalife stock during the fraudulent period and subsequently lost a total of
    $13,186,025.85. 6
    Mr. Stein objected to this method, contending that the government needed to
    show both “but for” causation (reliance) and proximate causation (“that the causal
    6
    The government proposed other methods for calculating actual loss, but the district
    court declined to adopt them.
    13
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    connection between the conduct and the loss is not too attenuated”). Doc. 428 at
    220. As regards “but for” causation, Mr. Stein argued there was no evidence that
    the 2,415 investors actually relied on false press releases or other fraudulent
    information promulgated by Mr. Stein. He noted that only one investor testified at
    trial that he had relied on one of Mr. Stein’s false press releases and only one
    investor provided a victim impact statement to the same effect. Although Mr.
    Stein acknowledged that a number of other investors provided victim impact
    statements, he emphasized that none of these investors specified that he or she
    relied on the false information he released.
    The government responded that many of the victims’ impact statements
    showed they relied on press releases generally (albeit not necessarily the specific
    press releases Mr. Stein disseminated) in purchasing Signalife stock. The
    government urged that this evidence was enough to infer reliance for all 2,415
    investors identified. The government also relied on testimony that the only source
    for information about Signalife stock was press releases and public filings, and at
    least some investors probably relied on this type of information.
    Regarding proximate cause, Mr. Stein argued that the government needed to
    “take into account . . . extrinsic market factors.” Doc. 428 at 221. He noted that
    other circuits require this and that the Sentencing Guidelines specifically
    contemplate it. He identified specific events unrelated to the fraud that he
    14
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    contended caused the stock price to decline during the fraudulent period, including
    the 2008 financial crisis and the rampant short selling of Signalife stock. Mr. Stein
    urged the district court to reject the government’s actual loss calculation because it
    failed to tease out these external market factors. The government responded
    simply, “The offense [Mr. Stein committed] was luring people in to invest in this
    stock. . . . Did they then lose money? Of course. Was that reasonably foreseeable
    to Mr. Stein? Of course, it was. That’s the Government’s position here, Your
    Honor.” 
    Id. at 242.
    The district court adopted the buyer’s only method over Mr. Stein’s
    objections. It concluded that there was “sufficient evidence to demonstrate both
    reliance and causation of damage to the shareholders.” Doc. 429 at 30. Based on
    over $13 million in actual loss, the court applied a 20-level increase to Mr. Stein’s
    base offense level. See U.S.S.G. § 2B1.1(b)(1)(K). 7 The court also imposed a 6-
    level enhancement because there were more than 250 victims. See 
    id. § 2B1.1(b)(2)(C).
    With other enhancements and reductions not at issue here, Mr.
    Stein’s total offense level was 45, resulting in an advisory guidelines sentence of
    life imprisonment. The district court found that this range was “certainly way
    above what would be sufficient but not greater than necessary to comply with the
    7
    Under the applicable 2012 Sentencing Guidelines, a loss of more than $7 million but
    less than $20 million resulted in a 20-level enhancement. U.S.S.G. § 2B1.1(b)(1)(K).
    15
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    requirements of [18 U.S.C. §] 3553,” Doc. 429 at 70, and varied downward,
    sentencing Mr. Stein to 204 months’ imprisonment.
    The government then filed a motion for judgment of restitution, asking the
    district court to use the same actual loss figure to award $13,186,025.85 to 2,415
    Signalife investors. Mr. Stein waived his right to a hearing but filed a response
    arguing, again, that the government failed to prove reliance and proximate cause.
    The district court rejected this argument and granted the government’s motion.
    This appeal followed.
    II. DISCUSSION
    A.    The Conviction Issues
    Mr. Stein argues that the government violated Brady and Giglio, and thus
    the district court erred in denying his motions for a new trial. We review de novo
    alleged Brady or Giglio violations. United States v. Brester, 
    786 F.3d 1335
    , 1339
    (11th Cir. 2015); United States v. Jones, 
    601 F.3d 1247
    , 1266 (11th Cir. 2010).
    We review the district court’s denial of a motion for new trial for an abuse of
    discretion. United States v. Vallejo, 
    297 F.3d 1154
    , 1163 (11th Cir. 2002). As
    explained below, we find no basis for vacating Mr. Stein’s convictions.
    1.     The Brady Claims
    Mr. Stein first argues that the government’s failure to produce material,
    exculpatory evidence contained in the SEC’s database violated Brady. “[T]he
    burden to show a Brady violation lies with the defendant, not the government . . . .”
    16
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    United States v. Esquenazi, 
    752 F.3d 912
    , 933 (11th Cir. 2014). To establish a
    Brady violation, Mr. Stein must show that:
    (1) the government possessed favorable evidence to the defendant; (2)
    the defendant does not possess the evidence and could not obtain the
    evidence with any reasonable diligence; (3) the prosecution
    suppressed the favorable evidence; and (4) had the evidence been
    disclosed to the defendant, there is a reasonable probability that the
    outcome would have been different.
    
    Vallejo, 297 F.3d at 1164
    .
    Mr. Stein argues that the government violated Brady by failing to disclose
    Exhibit X, a document filed with the SEC showing that a person named “Yossi
    Keret” (not Yossie with an “e”) was an officer of a company unrelated to any of
    the players in this case. According to Mr. Stein, this document suggests that
    Yossie Keret, the man who purportedly signed the IT Healthcare purchase orders,
    was a real person.8
    Mr. Stein’s argument fails for two reasons. First, Exhibit X contains no
    information favorable to Mr. Stein. Evidence is favorable to the accused for Brady
    purposes if “‘it is either exculpatory or impeaching.’” United States v. Naranjo,
    
    634 F.3d 1198
    , 1212 (11th Cir. 2011) (quoting Stephens v. Hall, 
    407 F.3d 1195
    ,
    8
    The only other document Mr. Stein identifies as supporting a Brady claim is a CHM
    change of address letter that Mr. Carter purportedly created. Oddly, this letter showed Mr.
    Carter’s wife’s uncle as the sender on behalf of CHM. It is unclear how this document could be
    considered exculpatory, but in any event it cannot support a Brady violation because the
    government produced the letter to Mr. Stein before trial.
    17
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    1203 (11th Cir. 2005)). Exhibit X is neither. Contrary to Mr. Stein’s contention,
    Exhibit X does not contradict Mr. Carter’s testimony that Yossie Keret was a
    fabricated name and not an officer of IT Healthcare. Not only is the name Yossi
    Keret on Exhibit X spelled differently from the name Yossie Keret on some of Mr.
    Stein’s fabricated documents, but also Exhibit X indicates that Yossi Keret is
    affiliated with a different company, not IT Healthcare. Thus, the district court’s
    conclusion that Mr. Stein had made “no showing that the person [referenced in
    Exhibit X was] the same person connected to the wires upon which [Defendant’s
    convictions] . . . are based,” Doc. 388 at 2, was not erroneous. Mr. Stein failed to
    prove that Exhibit X was exculpatory or impeaching; thus, this document cannot be
    the basis of a Brady violation.
    Second, even if Exhibit X were favorable to Mr. Stein, he failed to show that
    he was unable to locate it with reasonable diligence. “‘[T]he government is not
    obliged under Brady to furnish a defendant with information which he already has
    or, with any reasonable diligence, he can obtain himself.’” United States v. Valera,
    
    845 F.2d 923
    , 928 (11th Cir. 1988) (quoting United States v. Prior, 
    546 F.2d 1254
    ,
    1259 (5th Cir. 1977)); see, e.g., United States v. Hansen, 
    262 F.3d 1217
    , 1235
    (11th Cir. 2001) (holding that the government’s failure to disclose court opinions,
    which “were all available through legal research,” does not violate Brady). Mr.
    Stein conceded that Exhibit X was a publicly available document filed with a
    18
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    public agency. Although in some cases a publicly available document practically
    may be unobtainable with reasonable diligence, see, e.g., Milke v. Ryan, 
    711 F.3d 998
    , 1017-18 (9th Cir. 2013),9 Mr. Stein made no effort to establish that this is
    such a case. In fact, Mr. Stein represented that he located the document on the
    “SEC website.” See Mot. for New Trial, Doc. 264 at 9. For these reasons, Mr.
    Stein failed to satisfy his burden of proving a Brady violation based on Exhibit X.10
    2.      The Giglio Claims
    Mr. Stein next argues that the government violated Giglio by knowingly
    relying on false testimony. “Giglio error, a species of Brady error, occurs when the
    undisclosed evidence demonstrates that the prosecution’s case included perjured
    testimony and that the prosecution knew, or should have known, of the perjury.”
    Ford v. Hall, 
    546 F.3d 1326
    , 1331 (11th Cir. 2008) (internal quotation marks
    omitted). Giglio also applies where the prosecutor herself made “explicit factual
    representations” to the court or “implicit factual representations to the jury,”
    9
    In Milke, the defendant’s postconviction team of “approximately ten researchers . . .
    spent nearly 7000 hours sifting through court records.” 
    Milke, 711 F.3d at 1018
    . “The team
    worked eight hours a day for three and a half months, turning up 100 [relevant] cases . . . .
    Another researcher then spent a month reading motions and transcripts from those cases to find
    [the Brady material].” 
    Id. The court
    held that no reasonably diligent lawyer could have found
    this material in time to use at trial. Id.; see also United States v. Payne, 
    63 F.3d 1200
    , 1209 (2d
    Cir. 1995) (rejecting the argument that “the government’s duty to produce [an exculpatory
    document in its possession] was eliminated by that document’s availability in a public court
    file”).
    10
    The government also argued that Exhibit X was not in its possession for Brady
    purposes. Because we reject Mr. Stein’s Brady argument on other grounds, we do not reach this
    issue.
    19
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    knowing that those representations were false. United States v. Alzate, 
    47 F.3d 1103
    , 1110 (11th Cir. 1995).
    “To prevail on a Giglio claim, a [defendant] must establish that (1) the
    prosecutor knowingly used perjured testimony or failed to correct what he
    subsequently learned was false testimony; and (2) such use was material i.e., that
    there is any reasonable likelihood that the false testimony could have affected the
    judgment.” 
    Ford, 546 F.3d at 1331-32
    (internal quotation marks and ellipses
    omitted); accord Guzman v. Sec’y, Dep’t of Corr., 
    663 F.3d 1336
    , 1348 (11th Cir.
    2011). “‘The could have standard requires a new trial unless the prosecution
    persuades the court that the false testimony was harmless beyond a reasonable
    doubt.’” 
    Guzman, 663 F.3d at 1348
    (quoting Smith v. Sec’y, Dep’t of Corr., 
    572 F.3d 1327
    , 1333-34 (11th Cir. 2009)). Thus, “Giglio’s materiality standard is more
    defense-friendly than Brady’s.” 
    Id. (internal quotation
    marks omitted).
    In addition, because Giglio error is a type of Brady violation, the defendant
    generally must identify evidence the government withheld that would have
    revealed the falsity of the testimony. See, e.g., 
    Ford, 546 F.3d at 1331
    (emphasizing that Giglio error “occurs when the undisclosed evidence
    demonstrates that the prosecutor’s case included perjured testimony” (emphasis
    added) (internal quotation marks omitted)). In other words, “[t]here is no violation
    of due process resulting from prosecutorial non-disclosure of false testimony if
    20
    Case: 14-15621     Date Filed: 01/18/2017    Page: 21 of 47
    defense counsel is aware of it and fails to object.” Routly v. Singletary, 
    33 F.3d 1279
    , 1286 (11th Cir. 1994) (holding that because defense counsel was aware that
    a false statement was subject to impeachment and yet failed to object to the
    statement, there was no due process violation under Giglio). But where the
    government not only fails to correct materially false testimony but also
    affirmatively capitalizes on it, the defendant’s due process rights are violated
    despite the government’s timely disclosure of evidence showing the falsity. See
    DeMarco v. United States, 
    928 F.2d 1074
    , 1076-77 (11th Cir. 1991) (finding
    prosecutorial misconduct warranting a new trial despite no suppression of evidence
    where the prosecutor not only failed to correct false testimony, but also capitalized
    on the false testimony in closing argument); United States v. Sanfilippo, 
    564 F.2d 176
    , 178-79 (5th Cir. 1977) (same).
    Mr. Stein identifies several categories of statements he contends were false,
    but none of them supports a Giglio violation, and only two merit discussion: (1)
    statements the prosecutor made to the court and during his closing argument
    regarding Thomas Tribou and (2) testimony of Ms. Jones and Mr. Woodbury about
    the bogus purchase orders.
    a.     Thomas Tribou
    Mr. Stein first argues that the government knowingly made false
    representations to the court about Thomas Tribou—a Signalife consultant who paid
    21
    Case: 14-15621     Date Filed: 01/18/2017    Page: 22 of 47
    the company $50,000 shortly after the date of the CHM purchase order—and then
    relied on that false representation in its closing argument in violation of Giglio.
    Specifically, Mr. Stein points us to two allegedly false representations the
    government made to the district court and one made to the jury. This argument
    fails because the government made no material false representations.
    Mr. Stein’s argument as it pertains to all three representations arises out of
    his attempt near the end of trial to admit into evidence a copy of an October 24,
    2007 email from Signalife’s CEO’s administrative assistant, Ms. Jones, to
    Signalife’s certified public accountant, Norma Provencio, which was forwarded to
    Signalife’s corporate counsel, Mr. Woodbury. The subject line of the email said,
    “[Fwd: Emailing: Tribou Payment],” and in the body, Ms. Provencio noted,
    “Attached is the $50K deposit on the 9-14 purchase order.” Am. Resp. in Opp. to
    Def.’s Mots. for New Trial Ex. 1, Doc. 298-1 at 37. The exhibit also included a
    copy of the referenced September 27, 2007 check for $50,000 to Signalife,
    apparently signed by Delores Tribou out of an account shared with her husband,
    Thomas. The check displayed the CHM purchase order number on the memo line,
    along with the words “Tribou & Assoc.” Doc. 298-1 at 38.
    Mr. Stein sought to use this exhibit to support the inference that the
    September 14, 2007 CHM purchase order, which called for a $50,000 deposit, was
    legitimate. The government objected on the ground that the email’s contents were
    22
    Case: 14-15621       Date Filed: 01/18/2017       Page: 23 of 47
    hearsay. The district court sustained the objection and noted that Mr. Stein failed
    to authenticate the document. The court ultimately brokered the following
    stipulation: “On or about September 27th, 2007, an individual named Thomas
    Tribou paid Signalife $50,000 for goods he expected to receive.” Mr. Stein,
    through counsel, accepted this stipulation, which was presented to the jury. Mr.
    Stein did not call Mr. Tribou as a witness.
    After the district court sustained the government’s hearsay objection, the
    government made two representations to the court that Mr. Stein argues were false.
    First, the government represented that, based on interviews Mr. Tribou previously
    had given to SEC investigators, if Mr. Tribou were called to testify he would say
    that although he paid $50,000 to Signalife, he never received any product and was
    not a Signalife reseller. 11 Mr. Stein argues that this representation is inconsistent
    with statements Mr. Tribou made to SEC investigators admitting that he signed the
    CHM purchase order.
    We reject this argument. Mr. Tribou’s statement to SEC investigators that
    he signed the CHM purchase order in no way indicates he would have testified that
    he actually received Signalife products. Nor does it show that Mr. Tribou
    considered himself a Signalife reseller. And, in any case, Mr. Tribou’s SEC
    11
    The government also told the district court that Mr. Tribou likely would testify that he
    had no connection with CHM and that he agreed to Mr. Stein’s request to sign a blank purchase
    order. Mr. Stein does not challenge these representations on appeal.
    23
    Case: 14-15621    Date Filed: 01/18/2017   Page: 24 of 47
    testimony was, as Mr. Stein himself characterized it, “extremely inconsistent.”
    Doc. 247 at 55. On this record, we cannot conclude that the prosecutor spoke
    falsely when he told the district court how he believed Mr. Tribou would testify at
    trial.
    Second, on the district court’s request, the government privately telephoned
    Mr. Tribou and then relayed to the court and the defense the contents of that
    telephone call, which, according to Mr. Stein, included a false statement. The
    government told the court that during the call Mr. Tribou never denied giving
    Signalife a $50,000 check, but he said that he was unfamiliar with Tribou &
    Associates and that he doubted he wrote the purchase order number on the check.
    Mr. Tribou previously had told an SEC investigator that Tribou & Associates was
    his name “for consulting and everything on [his] personal taxes.” 2d Mot. for New
    Trial Ex. A, Doc. 312-1 at 8. Thus, Mr. Stein argues, the government knew or
    should have known that Mr. Tribou was lying about his unfamiliarity with Tribou
    & Associates and yet relayed the lie to the court nonetheless.
    We reject Mr. Stein’s argument about the second representation for two
    reasons. First, Mr. Stein contends not that the prosecutor misrepresented what Mr.
    Tribou told him on the call, but rather that the prosecutor should have flagged for
    the court the inconsistency between what Mr. Tribou said on the call and what he
    had said to SEC investigators in the past. But it is well-established that “a prior
    24
    Case: 14-15621      Date Filed: 01/18/2017    Page: 25 of 47
    statement that is merely inconsistent with a government witness’s testimony is
    insufficient to establish prosecutorial misconduct.” United States v. McNair, 
    605 F.3d 1152
    , 1208 (11th Cir. 2010) (collecting cases); accord Hays v. Alabama, 
    85 F.3d 1492
    , 1499 (11th Cir. 1996) (holding that there was no due process violation
    arising out of a witness’s inconsistent testimony where there was “no showing that
    [the witness’s] later, rather than earlier, testimony was false”).
    Second, even if false, the government’s representation regarding Mr. Tribou
    was immaterial. A material misrepresentation occurs when there is any reasonable
    likelihood that the false testimony could have affected the judgment. 
    Guzman, 663 F.3d at 1348
    . Mr. Stein argues that the representation influenced the court’s
    decision to sustain the government’s objection on hearsay grounds to the admission
    of the check and the email. We disagree. The court sustained the objection before
    the government made the representations about Mr. Tribou. Moreover, the court
    based its ruling on hearsay grounds and Mr. Stein’s failure to authenticate the
    documents rather than anything Mr. Tribou might say if called to testify. Mr. Stein
    fails to explain how the government’s statements had any bearing on this
    evidentiary decision, which Mr. Stein expressly does not challenge on appeal.
    The third allegedly false statement occurred during the government’s closing
    argument. The prosecutor told the jury that the CHM purchase order was “all
    made up” and “fake,” statements Mr. Stein argues constituted misrepresentations
    25
    Case: 14-15621      Date Filed: 01/18/2017       Page: 26 of 47
    because Mr. Tribou signed the purchase order and paid Signalife $50,000. Doc.
    248 at 34. But the prosecutor’s statement and these facts are not mutually
    exclusive. The fact that Mr. Stein obtained Mr. Tribou’s signature and check does
    not rule out the possibility that he also fabricated the purchase order. Indeed, the
    government made this argument in its rebuttal, stating that regardless of any
    signatures Mr. Stein obtained, the purchase orders were fake. Moreover, the
    record contained overwhelming evidence that Mr. Stein fabricated supporting
    documentation for the purchase orders and used arbitrary names for companies and
    individuals supposedly purchasing Signalife products. On this record, we cannot
    conclude that the government violated Giglio with its characterization of evidence
    about the CHM purchase order. 12 See Maharaj v. Sec’y for Dep’t of Corr., 
    432 F.3d 1292
    , 1313 (11th Cir. 2005) (“In the Giglio context, the suggestion that a
    statement may have been false is simply insufficient; the defendant must
    conclusively show that the statement was actually false.”).
    In sum, Mr. Tribou’s previous inconsistent statements to SEC investigators
    and the ambiguity regarding his role in signing the CHM purchase order and
    12
    Mr. Stein also argues that the prosecutor misrepresented the evidence when he asked
    the jury, “[I]f Tom Tribou, Thomas Tribou, is [CHM], [then] where’s Tom Tribou’s name,
    Thomas Tribou’s name [on the purchase order]? . . . Take a look closely . . . . See if Thomas
    Tribou’s name appears on there.” Doc. 248 at 114. Mr. Stein argues that Mr. Tribou’s name (in
    the form of his signature) does appear on the purchase order. But that was not the point of the
    government’s argument. In fact, in closing, the government conceded that Mr. Stein may have
    obtained a signature on the CHM purchase order. The point—which was true—was that the
    purchase order did not identify Mr. Tribou as an officer of CHM.
    26
    Case: 14-15621       Date Filed: 01/18/2017       Page: 27 of 47
    paying $50,000 to Signalife provide an insufficient basis for us to conclude that the
    government knowingly relied on materially false testimony.
    b.     Jones and Woodbury
    Mr. Stein next argues that (1) Mr. Harmison’s assistant, Ms. Jones, lied
    when she characterized the three purchase orders as “phantom purchase orders”
    simply because she lacked supporting documentation, and (2) Signalife’s securities
    lawyer, Mr. Woodbury, lied when he said he got all his information about the
    purchase orders from Mr. Stein. Again, Mr. Stein relies on the October 24, 2007
    email and the copy of the $50,000 Tribou check, which was received by Ms. Jones
    and Mr. Woodbury, as demonstrating these lies. But Mr. Stein offers no argument
    that the prosecutor capitalized on the allegedly false testimony that contradicts this
    evidence, which he needed to show because none of this evidence was
    suppressed.13 In fact, the record shows that Mr. Stein located the email and the
    check before trial and even produced them to the government. In the absence of
    government suppression of the evidence, then, there can be no Giglio violation.
    13
    To be sure, the prosecutor mentioned in passing in his closing argument that Ms. Jones
    referred to the purchase orders as “phantom purchase orders,” but unlike in DeMarco, the
    prosecutor did not emphasize or capitalize on this statement by repeating it or making it the
    centerpiece of an argument for guilt. 
    DeMarco, 928 F.2d at 1076-77
    (noting that the prosecutor
    not only adopted the false statement but also emphasized it in her jury argument). Moreover, the
    prosecutor never mentioned Ms. Jones’s statement that she received no backup for the purchase
    orders, which was the material aspect of her testimony.
    27
    Case: 14-15621       Date Filed: 01/18/2017       Page: 28 of 47
    See 
    Ford, 546 F.3d at 1331
    ; 
    DeMarco, 928 F.2d at 1076
    . Accordingly, we reject
    Mr. Stein’s Giglio argument.14
    3.      Mr. Stein’s Remaining Arguments
    Mr. Stein argues that the district court erred when it denied (1) the third
    motion for new trial without considering the alleged prosecutorial misconduct
    cumulatively and (2) the motions to compel discovery and for an evidentiary
    hearing regarding the alleged Brady and Giglio violations. We review these
    denials for an abuse of discretion. See 
    Vallejo, 297 F.3d at 1163
    (motion for new
    trial); United States v. Schlei, 
    122 F.3d 944
    , 990 (11th Cir. 1997) (evidentiary
    hearing); Holloman v. Mail-Well Corp., 
    443 F.3d 832
    , 837 (11th Cir. 2006)
    (motion to compel discovery). Because there were no Brady or Giglio violations,
    there was no cumulative reversible error. See United States v. Carter, 
    776 F.3d 1309
    , 1330 (11th Cir. 2015). And Mr. Stein has failed to show how the district
    court’s decision not to hold a hearing and compel discovery was an abuse of
    discretion. 15 We find no basis for vacating his conviction in Mr. Stein’s remaining
    arguments. Accordingly, we affirm his conviction and move on to his sentence.
    14
    In support of his Brady and Giglio arguments, Mr. Stein filed a motion for the Court to
    take judicial notice of portions of a transcript from a summary judgment hearing in the SEC
    enforcement action against him, Heart Tronics, Inc., and various other defendants. We GRANT
    this motion but find nothing in the transcript that changes our decision here.
    15
    In a footnote in his opening brief, buried within his Brady argument, Mr. Stein makes a
    passing reference to an alleged violation of Rule 16 of the Federal Rules of Criminal Procedure.
    28
    Case: 14-15621       Date Filed: 01/18/2017       Page: 29 of 47
    B.     The Sentencing Issues
    Mr. Stein raises several challenges to his sentence, only one of which
    warrants discussion. Mr. Stein asserts that the district court erred in calculating
    actual loss for purposes of U.S.S.G. § 2B1.1(b)(1) and for restitution under the
    MVRA. The district court’s actual loss calculation was premised on an estimate of
    losses suffered by 2,415 investors in Signalife stock during the fraudulent period.
    Mr. Stein argues that the actual loss calculation was too high because the court (1)
    presumed, without an adequate factual basis, that each investor relied on fraudulent
    information he disseminated and (2) failed to take into account intervening events
    that led to a decline in the price of Signalife stock. 16
    “We review a district court’s interpretation of the Sentencing Guidelines de
    novo, and the determination of the amount of loss involved in the offense for clear
    error.” United States v. Maxwell, 
    579 F.3d 1282
    , 1305 (11th Cir. 2009). A district
    court’s determination that a person or entity was a victim for purposes of loss
    calculation is an interpretation of the guidelines, so we review it de novo. United
    States v. Martin, 
    803 F.3d 581
    , 593 (11th Cir. 2015). A district court’s
    Such a passing reference, without any reasoned analysis whatsoever, is insufficient to preserve
    the argument on appeal. See United States v. Jernigan, 
    341 F.3d 1273
    , 1283 n.8 (11th Cir. 2003)
    (deeming issue abandoned where defendant made only passing references to it in brief).
    Accordingly, we do not address it. See 
    id. 16 Mr.
    Stein also challenges the district court’s estimate of the number of victims under
    U.S.S.G. § 2B1.1(b)(2)(C), which resulted in an additional 6-level enhancement. This argument
    is intertwined with Mr. Stein’s § 2B1.1(b)(1) argument, and thus we do not address it separately.
    29
    Case: 14-15621     Date Filed: 01/18/2017   Page: 30 of 47
    determination of proximate cause, however, is part of the court’s determination of
    the amount of loss involved in the offense and, thus, is reviewed only for clear
    error. 
    Id. “We will
    overturn a court’s loss calculation under the clear-error
    standard where we are left with a definite and firm conviction that a mistake has
    been committed.” United States v. Campbell, 
    765 F.3d 1291
    , 1302 (11th Cir.
    2014) (internal quotation marks omitted).
    First, we provide an overview of loss calculation principles for purposes of
    the Sentencing Guidelines and restitution under the MVRA. Then we consider Mr.
    Stein’s arguments regarding reliance (factual causation) and intervening events
    (legal causation).
    1.     Loss Calculation under the Guidelines and the MVRA
    Section 2B1.1(b)(1) of the Sentencing Guidelines provides a table for
    determining the level of enhancement based on the loss attributable to the offense.
    This loss calculation “serves as a proxy for ‘the seriousness of the offense and the
    defendant’s relative culpability.’” 
    Campbell, 765 F.3d at 1301
    (quoting U.S.S.G.
    § 2B1.1 cmt. background). In financial fraud cases, the loss calculation often
    drives the sentence. See, e.g., United States v. Olis, 
    429 F.3d 540
    , 545 (5th Cir.
    2005) (“The most significant determinant of [the defendant’s] sentence is the
    guidelines loss calculation.”); United States v. Robles, No. CR 04-1594(B)SVW,
    
    2015 WL 1383756
    , at *5 (C.D. Cal. Mar. 19, 2015) (“[T]he loss calculation in this
    30
    Case: 14-15621      Date Filed: 01/18/2017    Page: 31 of 47
    case is the primary driver behind the Guidelines range—more than doubling the
    offense level and tripling the suggested sentence . . . .”); United States v.
    Faulkenberry, 
    759 F. Supp. 2d 915
    , 928 (S.D. Ohio 2010) (“[T]he harsh sentence
    recommended by the Guidelines is primarily driven by the loss calculation, which
    increases [the defendant’s] Base Offense Level by 30 points.”).
    There are two ways to measure loss under U.S.S.G. § 2B1.1, actual and
    intended loss, and we are instructed to take the greater of the two. U.S.S.G.
    § 2B1.1, cmt. n.3(A). Here, however, the government did not argue for an
    intended loss calculation; we thus focus on the calculation of actual loss.
    The government bears the burden of proving by a preponderance of the
    evidence actual loss attributable to the defendant’s conduct. United States v.
    Rodriguez, 
    751 F.3d 1244
    , 1255 (11th Cir. 2014). “[A] sentencing court is not
    generally required to make detailed findings of individualized losses to each
    victim.” United States v. Orton, 
    73 F.3d 331
    , 335 (11th Cir. 1996) (considering
    the similar predecessor guideline, U.S.S.G. § 2F1.1). Instead, the court may
    employ a variety of methods to derive a “reasonable estimate of the loss” to the
    victims based on the information available to the district court. United States v.
    Snyder, 
    291 F.3d 1291
    , 1295 (11th Cir. 2002); accord United States v. Ford, 
    784 F.3d 1386
    , 1396 (11th Cir. 2015); see also U.S.S.G. § 2B1.1 cmt. n.3(C)(iv)
    (providing that district courts should “tak[e] into account, as appropriate and
    31
    Case: 14-15621     Date Filed: 01/18/2017    Page: 32 of 47
    practical under the circumstances,” a variety of factors including the “approximate
    number of victims multiplied by the average loss to each victim”). Although the
    district court may estimate the amount of loss, it cannot “speculate about the
    existence of facts and must base its estimate on reliable and specific evidence.”
    
    Ford, 784 F.3d at 1396
    ; accord United States v. Sepulveda, 
    115 F.3d 882
    , 890-91
    (11th Cir. 1997).
    Under the guidelines, “[a]ctual loss . . . is defined as the ‘reasonably
    foreseeable pecuniary harm that resulted from the offense.’” 
    Campbell, 765 F.3d at 1302
    (quoting U.S.S.G. § 2B1.1 cmt. n.3(A)(i)). This definition “incorporates
    [a] causation standard that, at a minimum, requires factual causation (often called
    ‘but for’ causation) and provides a rule for legal causation (i.e., guidance to courts
    regarding how to draw the line as to what losses should be included and excluded
    from the loss determination).” U.S.S.G. App. C, Vol. II at 178, Amend. 617 (Nov.
    1, 2001); see United States v. Evans, 
    744 F.3d 1192
    , 1196 (10th Cir. 2014)
    (“[Section] 2B1.1 incorporates and requires both factual or ‘but for’ causation and
    legal or foreseeable causation.”); United States v. Peppel, 
    707 F.3d 627
    , 643-44
    (6th Cir. 2013) (recognizing that, to establish actual loss under § 2B1.1, the
    government must “establish both cause in fact and legal causation by a
    preponderance of the evidence”); see also Burrage v. United States, 
    134 S. Ct. 881
    ,
    32
    Case: 14-15621     Date Filed: 01/18/2017    Page: 33 of 47
    887-91 (2014) (holding that the ordinary meaning of the term “results from” in a
    criminal statute requires “but-for causality”).
    The MVRA requires the district court to calculate actual loss “to identifiable
    victims of certain crimes, including crimes of fraud.” 
    Martin, 803 F.3d at 592
    .
    Under the MVRA, the district court must award restitution to such victims
    “without regard to the defendant’s ability to pay.” 
    Id. The method
    for calculating
    actual loss, as opposed to intended loss, under the Sentencing Guidelines is
    “largely the same” as the method for establishing actual loss to identifiable victims
    under the MVRA. United States v. Cavallo, 
    790 F.3d 1202
    , 1239 (11th Cir. 2015).
    In most cases, the amount of actual loss under the guidelines will be the same as
    the restitution figure. 
    Id. Thus, it
    is unsurprising that to prove a victim suffered an
    actual loss under the MVRA, the government must establish both factual and legal
    causation in essentially the same manner as it must show causation under the
    guidelines—by proving but for and proximate causation. See, e.g., 
    Martin, 803 F.3d at 594
    ; United States v. Robertson, 
    493 F.3d 1322
    , 1334-35 (11th Cir. 2007).
    Here the district court used the same figure for actual loss under the guidelines and
    the MVRA. Thus, we analyze the two calculations together, considering first
    factual and then legal causation.
    33
    Case: 14-15621     Date Filed: 01/18/2017    Page: 34 of 47
    2.     Reliance (Factual Causation)
    The parties agree that the government must show that the investors relied on
    Mr. Stein’s fraudulent information to satisfy the “but for” causation requirement
    under U.S.S.G. § 2B1.1. See also Currie v. Cayman Res. Corp., 
    835 F.2d 780
    , 785
    (11th Cir. 1988) (“Reliance is . . . a type of ‘but for’ requirement.” (quoting
    Huddleston v. Herman & MacLean, 
    640 F.2d 534
    , 549 (5th Cir. 1981), aff’d in
    part and rev’d in part, 
    459 U.S. 375
    (1983))). The government also must show
    reliance to prove “but for” causation for restitution purposes. See 
    Martin, 803 F.3d at 594
    . The parties disagree on what this showing must entail.
    As we see it, the government may show reliance in a securities fraud case
    either through direct evidence or specific circumstantial evidence. The
    government may of course introduce individualized evidence of reliance—that is,
    direct evidence that each individual investor read the false information and relied
    on it when deciding to purchase stock. See United States v. Ebbers, 
    458 F.3d 110
    ,
    126-27 (2d Cir. 2006) (recognizing that reliance can be shown for loss calculation
    purposes under § 2B1.1 by offering evidence to demonstrate “express reliance on
    the accuracy of the [fraudulent] financial statements”). But, as the district court
    aptly recognized, requiring individualized proof of reliance for each investor is
    often infeasible or impossible. See Basic Inc. v. Levinson, 
    485 U.S. 224
    , 245
    (1988) (recognizing in civil securities fraud context that requiring direct proof of
    34
    Case: 14-15621      Date Filed: 01/18/2017    Page: 35 of 47
    reliance may be “an unnecessarily unrealistic evidentiary burden on the Rule 10b-5
    plaintiff who has traded on an impersonal market”); Local 703, I.B. of T. Grocery
    & Food Emps. Welfare Fund v. Regions Fin. Corp., 
    762 F.3d 1248
    , 1253 (11th
    Cir. 2014) (same). Thus, in cases such as this one involving numerous investors,
    the government may instead offer specific circumstantial evidence from which the
    district court may reasonably conclude that all of the investors relied on the
    defendant’s fraudulent information.
    Here, though, the government failed to satisfy either of these options. As a
    result, the district court’s statement that “from the record that there [was] sufficient
    evidence to demonstrate . . . reliance” for 2,415 investors was erroneous. Tr. of
    Sentencing Proceedings, Doc. 429 at 30. The record contains no direct,
    individualized evidence of reliance for each investor. And the circumstantial
    evidence in the record is far too limited to support a finding that 2,415 investors
    relied on the fraudulent information Mr. Stein disseminated. The only evidence
    arguably supporting the reliance finding was: (1) trial testimony from one investor
    that he relied on one of Mr. Stein’s false press releases; (2) a victim impact
    statement from another investor to the same effect; (3) a number of victim impact
    statements suggesting that the investors relied on press releases and other publicly
    available information generally, but not specifically the fraudulent information Mr.
    Stein disseminated; and (4) testimony that, because the only place to get
    35
    Case: 14-15621        Date Filed: 01/18/2017       Page: 36 of 47
    information about Signalife stock was from press releases and public filings, at
    least some investors likely relied on this type of information. This evidence
    standing alone is insufficient to support the inference that all 2,415 investors relied
    on Mr. Stein’s fraudulent information when deciding to purchase Signalife stock.
    On this thin record, the district court “engage[d] in the kind of speculation
    forbidden by the Sentencing Guidelines.” United States v. Bradley, 
    644 F.3d 1213
    ,
    1292 (11th Cir. 2011); see 
    Sepulveda, 115 F.3d at 890-91
    . Accordingly, the
    district court’s actual loss calculation was in error.
    We therefore vacate Mr. Stein’s sentence, which was based on a guidelines
    calculation founded on the erroneous actual loss figure, and remand for a
    recalculation of actual losses. On remand, the government may again seek to
    prove actual loss by showing losses suffered by Signalife investors. Alternatively,
    the government may also seek to prove actual loss through direct losses to the
    company resulting from, for example, Mr. Stein’s theft of Signalife stock. See
    U.S.S.G. § 2B1.1 cmt. n.3(C)(i). And if the district court determines that the loss
    “reasonably cannot be determined,” the court may use instead “the gain that
    resulted from the offense.” 
    Id. § 2B1.1
    cmt. n.3(B). 17
    17
    The government raises a harmless error argument, which we reject. According to the
    government, the district court could have calculated actual loss based on the value of assets Mr.
    Stein stole from Signalife or, if loss “reasonably cannot be determined,” U.S.S.G. § 2B1.1 cmt.
    n.3(B), by estimating Mr. Stein’s gain. Had the court used these alternative figures, the
    36
    Case: 14-15621        Date Filed: 01/18/2017       Page: 37 of 47
    3.      Intervening Events (Legal Causation)
    We next turn to the requirement of legal causation, and, in particular,
    whether the district court erred in failing to take into account intervening events
    that may have contributed to investors’ losses. The standard for legal causation for
    purposes of the actual loss calculation is essentially the same under the guidelines
    and the MVRA. See 
    Cavallo, 790 F.3d at 1239
    . Under the guidelines, “‘[a]ctual
    loss’ means the reasonably foreseeable pecuniary harm that resulted from the
    offense.” U.S.S.G. § 2B1.1 cmt. n.3(A)(i). A reasonably foreseeable pecuniary
    harm is one “that the defendant knew or, under the circumstances, reasonably
    should have known, was a potential result of the offense.” 
    Id. § 2B1.1
    cmt.
    n.3(A)(iv). Thus, the legal cause standard we use under § 2B1.1(b) is reasonable
    foreseeability.
    We also consider reasonable foreseeability when assessing proximate cause
    for purposes of actual loss under the MVRA. See, e.g., 
    Martin, 803 F.3d at 594
    ;
    
    Robertson, 493 F.3d at 1334-35
    . In Martin, the defendant fraudulently obtained
    loans that later were sold to successor lenders. 
    Martin, 803 F.3d at 586-87
    . The
    district court relied on losses suffered by these successor lenders when estimating
    government argues, the Sentencing Guidelines range would have been the same. But the district
    court made no factual findings regarding the value of stolen assets or Mr. Stein’s financial gain,
    and we will not make those findings in the first instance.
    37
    Case: 14-15621       Date Filed: 01/18/2017       Page: 38 of 47
    actual loss for restitution purposes. 
    Id. at 592-93.
    We upheld the district court’s
    loss calculation, holding that the successor lenders could recover restitution under
    the MVRA because it “was entirely foreseeable to [the defendant] not only that the
    original lenders would rely on the fraudulent applications, but that the mortgages
    would be resold to other lenders that would rely on the applications as well.” 
    Id. at 594.
    Put differently, because the intervening event—the sale of the loan to a
    successor lender—was reasonably foreseeable, it did not “break the chain of
    causation.” Id. (citing 
    Robertson, 493 F.3d at 1334-35
    ).18
    In Robertson, in contrast, we vacated a restitution award because there was
    inadequate evidence to find that intervening events between the fraud and the loss
    were reasonably 
    foreseeable. 493 F.3d at 1334-35
    . The defendant fraudulently
    obtained computer software from Novell, Inc. and then sold the software to
    Network Systems Technology, Inc. 
    Id. at 1327-28.
    Network Systems resold the
    software at a profit. 
    Id. at 1328.
    At some later point, Novell sued Network
    Systems in a case involving the software purchased from the defendant. 
    Id. The record
    did not indicate the precise ground for the lawsuit. 
    Id. Network Systems
    settled the lawsuit by agreeing to pay Novell $125,000. 
    Id. 18 We
    vacated the restitution award in Martin, however, because the district court failed
    to take into account the amount the successor lenders paid to acquire the mortgages. 
    Martin, 803 F.3d at 595-96
    .
    38
    Case: 14-15621     Date Filed: 01/18/2017    Page: 39 of 47
    The district court determined that Network Systems was a victim for
    purposes of the MVRA, but we reversed. 
    Id. at 1334-35.
    “Whether the lawsuit
    and settlement were reasonably foreseeable consequences of [the defendant’s]
    fraud on Novell,” we explained, “depends on the nature of the litigation.” 
    Id. at 1335.
    All the government had established at sentencing, we noted, was “that the
    litigation was ‘related to’ the units of software” the defendant sold, and this “vague
    description” was insufficient to support the district court’s finding that the lawsuit
    and settlement were reasonably foreseeable. 
    Id. Thus, we
    held that the district
    court erred in finding that Network Systems was a victim under the MVRA, and
    we vacated the $125,000 restitution award. 
    Id. at 1335-36.
    In sum, the causation standards for determining actual loss under the
    Sentencing Guidelines and for restitution purposes are similar. When calculating
    actual loss for either purpose, the district court should take into account intervening
    events contributing to the loss unless those events also were reasonably foreseeable
    to the defendant. See 
    id. at 1334.
    At sentencing, Mr. Stein urged the district court in arriving at its loss and
    restitution calculations to consider that Signalife stock value declined in part
    because of the short selling of over 22 million shares of Signalife stock and the
    39
    Case: 14-15621        Date Filed: 01/18/2017        Page: 40 of 47
    across-the-board stock market decline of 2008.19 The district court failed to
    consider these factors, and Mr. Stein argues that this was error. We agree.
    Once Mr. Stein pointed to intervening events that may have affected the
    stock price, the district court was obliged to make findings regarding the effects of
    these intervening events, if any, and whether these events were reasonably
    foreseeable to Mr. Stein. Because the court failed to do so, we vacate the
    sentencing order. On remand, the district court should determine whether these
    intervening events affected Signalife’s stock price during the fraudulent period
    and, if so, whether they nonetheless were reasonably foreseeable to Mr. Stein. If
    the district court finds that these or any other intervening event reduced the value
    of Signalife stock during the fraudulent period and that the events were not
    reasonably foreseeable, the district court, to the extent possible, should
    approximate the effect of such intervening events and subtract this amount from its
    actual loss calculation. 20
    19
    Although Mr. Stein offered expert testimony regarding the stock market decline, it is
    unclear whether he offered proof that the short selling occurred or how it may have depressed
    stock prices.
    20
    Mr. Stein also urges us to follow the lead of two of our sister circuits in importing the
    proximate cause principles from the civil fraud context, see Dura Pharm., Inc. v. Broudo, 
    544 U.S. 336
    (2005), into the sentencing context for purposes of calculating actual loss. See United
    States v. Rutkoske, 
    506 F.3d 170
    , 179 (2d Cir. 2007); United States v. Olis, 
    429 F.3d 540
    , 545-49
    (5th Cir. 2005). We decline his invitation because we believe our reasonable foreseeability test
    strikes the right balance for calculating actual loss under the Sentencing Guidelines and for
    purposes of restitution.
    40
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    III. CONCLUSION
    We affirm Mr. Stein’s judgment of conviction because we find no Brady or
    Giglio violations, but we vacate his sentence and remand to the district court with
    instructions to calculate anew the amount of loss for purposes of U.S.S.G.
    § 2B1.1(b)(1) and restitution under the MVRA, consistent with this opinion. To
    reiterate, this calculation may be an estimate so long as it is based “on reliable and
    specific evidence” rather than mere speculation. 
    Ford, 784 F.3d at 1396
    . In
    particular, on remand, if the government seeks to prove an actual loss figure based
    on losses suffered by Signalife investors, the government must establish by a
    preponderance of the evidence that the investors relied on fraudulent information
    Mr. Stein disseminated. As regards intervening events, if Mr. Stein again offers
    evidence that a particular event aside from his fraud depressed the stock price
    during the fraudulent period, the district court must find, based on a preponderance
    of the evidence, that such intervening event was also reasonably foreseeable or,
    instead, subtract from the actual loss amount the monetary effect of such
    intervening event.
    AFFIRMED in part, VACATED and REMANDED in part WITH
    INSTRUCTIONS.
    41
    Case: 14-15621     Date Filed: 01/18/2017     Page: 42 of 47
    JILL PRYOR, Circuit Judge, concurring:
    As explained in the majority opinion, in seeking to establish loss in a
    securities fraud case, the government may show that investors relied on fraudulent
    information through either direct or specific circumstantial evidence. Although in
    some cases proving loss by direct evidence may be practicable, in many cases—
    including this one—it simply is not. This means that in most securities fraud cases
    the government’s best option likely will be to establish reliance via specific
    circumstantial evidence.
    In this case, the government failed to offer sufficiently specific
    circumstantial evidence to support a finding that 2,415 investors relied on the false
    information Mr. Stein disseminated. See United States v. Ford, 
    784 F.3d 1386
    ,
    1396 (11th Cir. 2015) (requiring that the district court “make a reasonable estimate
    of the loss” based on available information). The government only had evidence
    that two investors relied on Mr. Stein’s bogus press releases, and it presented little
    specific evidence that would permit the district court to extrapolate from that tiny
    two-person sample and arrive at a reasonable estimate of loss. Of course, this begs
    the question: At what point has the government offered sufficient evidence from
    which the district court may extrapolate a reasonable estimate? Is it purely a
    numbers game, whereby at some point the sample size of direct evidence of
    reliance is large enough that a district court’s inferential leap that all investors
    42
    Case: 14-15621    Date Filed: 01/18/2017   Page: 43 of 47
    relied is reasonable? I write to explain one potential method of proving reliance
    that could eliminate the numbers game and the speculation that, as in this case,
    accompanies it.
    As two of our sister circuits have recognized, in seeking to show investors
    relied on fraudulent information disseminated to the public, the government could
    borrow from civil securities fraud cases and establish the so-called “Basic
    presumption.” Local 703, I.B. of T. Grocery & Food Emps. Welfare Fund v.
    Regions Fin. Corp., 
    762 F.3d 1248
    , 1253-54 (11th Cir. 2014) (citing Basic Inc. v.
    Levinson, 
    485 U.S. 224
    , 245 (1988)); United States v. Ebbers, 
    458 F.3d 110
    , 126-
    27 (2d Cir. 2006) (recognizing the Basic presumption as a means for proving
    reliance for purposes of loss calculation under U.S.S.G. § 2B1.1); see also United
    States v. Peppel, 
    707 F.3d 627
    , 646 (6th Cir. 2013) (same). “Under the Basic
    presumption, plaintiffs may benefit from a rebuttable presumption of class-wide
    reliance ‘based on what is known as the fraud-on-the-market theory.’” Local 
    703, 762 F.3d at 1254
    (quoting Erica P. John Fund, Inc. v. Halliburton Co., 
    563 U.S. 804
    , 811 (2011)). “Fraud-on-the-market claims derive from the so-called efficient
    market hypothesis, which provides, in the words of the Supreme Court, that ‘in an
    open and developed securities market, the price of a company’s stock is
    determined by the available material information regarding the company and its
    43
    Case: 14-15621     Date Filed: 01/18/2017    Page: 44 of 47
    business.’” FindWhat Inv’r Grp. v. FindWhat.com, 
    658 F.3d 1282
    , 1309-10 (11th
    Cir. 2011) (quoting Basic 
    Inc., 485 U.S. at 241
    ).
    “If a market is generally efficient in incorporating publicly available
    information into a security’s market price, it is reasonable to presume that a
    particular public, material misrepresentation will be reflected in the security’s
    price.” Amgen, Inc. v. Conn. Ret. Plans and Trust Funds, 
    133 S. Ct. 1184
    , 1192
    (2013). It is also reasonable to presume “that most investors . . . will rely on the
    security’s market price as an unbiased assessment of the security’s value in light of
    all public information.” 
    Id. Thus, if
    the Basic presumption applies, the plaintiff
    may, subject to evidence in rebuttal, show reliance on a classwide basis without
    resorting to individualized evidence.
    To trigger the Basic presumption, the plaintiff generally must prove that (1)
    “the alleged misrepresentations were publicly known,” (2) “the stock traded in an
    efficient market,” and (3) “the relevant transaction took place between the time the
    misrepresentations were made and the time the truth was revealed.” Local 
    703, 762 F.3d at 1254
    (internal quotation marks omitted); see also Amgen, Inc., 133 S.
    Ct. at 1192-93; FindWhat Inv’r 
    Grp., 658 F.3d at 1310
    . Of these three elements,
    the second factor, known as informational efficiency, requires more explanation.
    Informational efficiency refers to “a prediction or implication about the
    speed with which prices respond to information.” In re PolyMedica Corp. Sec.
    44
    Case: 14-15621      Date Filed: 01/18/2017   Page: 45 of 47
    Litig., 
    432 F.3d 1
    , 14 (1st Cir. 2005). “Determining whether a market is
    informationally efficient, therefore, involves analysis of the structure of the market
    and the speed with which all publicly available information is impounded in price.”
    
    Id. This determination
    is “fact-intensive” and demands flexibility. Local 
    703, 762 F.3d at 1254
    . Therefore, courts have not dictated “a comprehensive analytical
    framework for determining whether the market for a particular stock is efficient,”
    and instead have recognized “general characteristics of an efficient market”
    including “high-volume trading activity facilitated by people who analyze
    information about the stock or who make trades based upon that information.” 
    Id. at 1254-55;
    see, e.g., In re Scientific-Atlanta, Inc. Sec. Litig., 
    571 F. Supp. 2d 1315
    ,
    1339-40 (N.D. Ga. 2007) (holding that the plaintiffs in a putative class action
    proved an efficient market sufficiently to trigger the Basic presumption of reliance
    and support a finding of predominance for class certification under Rule 23(b)(3)
    of the Federal Rules of Civil Procedure).
    The Second and Sixth Circuits have recognized that in appropriate cases the
    government may employ the Basic presumption to establish actual loss under
    U.S.S.G. § 2B1.1(b) or the MVRA. See 
    Ebbers, 458 F.3d at 126-27
    (recognizing
    that reliance can be shown for loss calculation purposes under § 2B1.1 by offering
    evidence to demonstrate “express reliance on the accuracy of the [fraudulent]
    financial statements,” or “reliance on what Basic, Inc. v. Levinson described as the
    45
    Case: 14-15621      Date Filed: 01/18/2017   Page: 46 of 47
    ‘integrity’ of the existing market price”); 
    Peppel, 707 F.3d at 646
    (adopting the
    reasoning of Ebbers). I find their reasoning persuasive. In my view, as in Peppel,
    if the government chooses to arrive at a loss amount attributable to the defendant
    based on the Basic presumption, it must offer evidence sufficient to establish each
    of the presumption’s three elements, described above. See 
    Peppel, 707 F.3d at 632-33
    , 646 (describing the government’s evidence regarding the Basic
    presumption elements and holding that the evidence supported the district court’s
    loss calculation). Once the government establishes these elements, the defendant
    may challenge them with evidence of his own. See Basic, 
    Inc., 485 U.S. at 248-49
    .
    The defendant also may try to rebut the presumption with, for example, evidence
    that individual investors would have purchased the stock despite knowing the
    statements were false. See 
    id. There surely
    will be cases in which it is impracticable or otherwise
    inappropriate to employ the Basic presumption as a method for demonstrating
    reliance. If, for example, a defendant’s fraud affected investors in an inefficient
    market, the Basic presumption will be of no use to the government or the district
    court. I do not mean to suggest that the government may never establish reliance
    by offering other types of specific circumstantial evidence (perhaps expert
    testimony) or, alternatively, a combination of direct evidence of some investors’
    reliance and circumstantial evidence to show that other investors were similarly
    46
    Case: 14-15621    Date Filed: 01/18/2017   Page: 47 of 47
    situated. I simply offer my view that in appropriate cases the Basic presumption
    may be a feasible method for establishing reliance by specific and reliable
    circumstantial evidence.
    47
    

Document Info

Docket Number: 14-15621

Citation Numbers: 846 F.3d 1135

Filed Date: 1/18/2017

Precedential Status: Precedential

Modified Date: 1/12/2023

Authorities (42)

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United States v. George A. Vallejo , 297 F.3d 1154 ( 2002 )

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