ATA Airlines, Inc. v. Federal Express Corp. , 665 F.3d 882 ( 2011 )


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  •                              In the
    United States Court of Appeals
    For the Seventh Circuit
    Nos. 11-1382, 11-1492
    ATA A IRLINES, INC.,
    Plaintiff-Appellee, Cross-Appellant,
    v.
    F EDERAL E XPRESS C ORPORATION,
    Defendant-Appellant, Cross-Appellee.
    Appeals from the United States District Court
    for the Southern District of Indiana, Indianapolis Division.
    No. 1:08-cv-00785-RLY-DML—Richard L. Young, Chief Judge.
    A RGUED N OVEMBER 2, 2011—D ECIDED D ECEMBER 27, 2011
    Before E ASTERBROOK, Chief Judge, and P OSNER and
    W OOD , Circuit Judges.
    P OSNER, Circuit Judge. ATA filed this diversity suit for
    breach of contract against Federal Express (which the
    parties call “FedEx,” as shall we, even though it’s actually
    a subsidiary of FedEx Corporation), and obtained a jury
    verdict in the exact amount it had asked for: $65,998,411.
    FedEx has appealed. ATA has filed a cross-appeal that
    is conditional on our reversing the judgment; the cross-
    appeal challenges the district court’s refusal to let ATA
    2                                     Nos. 11-1382, 11-1492
    present evidence that it incurred $27,842,748 in unrecov-
    erable costs in reliance on a promise by FedEx in the
    alleged contract, and that it is entitled to recover these
    costs as reliance damages, either as an alternative to the
    expectation damages awarded by the jury or pursuant to
    the doctrine of promissory estoppel. The parties agree
    that the substantive issues are governed by the law of
    Tennessee, FedEx’s principal place of business, except
    that FedEx defends the district court’s ruling that ATA’s
    promissory estoppel claim is preempted by the federal
    Airline Deregulation Act. See American Airlines, Inc. v.
    Wolens, 
    513 U.S. 219
    (1995); Morales v. Trans World
    Airlines, Inc., 
    504 U.S. 374
    (1992).
    We begin there, and can be brief: the ruling was incor-
    rect. Although the Act forbids a state to “enact or enforce
    a law, regulation, or other provision having the force and
    effect of law related to a price, route, or service of an air
    carrier,” 49 U.S.C. § 41713(b)(1), it does not “afford[]
    relief to a party who claims and proves that an airline
    dishonored a term the airline itself stipulated. This dis-
    tinction between what the State dictates and what the
    airline itself undertakes confines courts, in breach-of-
    contract actions, to the parties’ bargain, with no enlarge-
    ment or enhancement based on state laws or policies
    external to the agreement.” American Airlines, Inc. v.
    
    Wolens, supra
    , 513 U.S. at 232-33.
    Promissory estoppel, as the word “promissory” implies,
    furnishes a ground for enforcing a promise made by
    a private party, rather than for implementing a state’s
    regulatory policies. A garden-variety claim of promissory
    estoppel—one that differs from a conventional breach of
    Nos. 11-1382, 11-1492                                        3
    contract claim only in basing the enforceability of the
    defendant’s promise on reliance rather than on consider-
    ation, In re Fort Wayne Telsat, Inc., No. 11-2112, 
    2011 WL 5924446
    , at *2 (7th Cir. Nov. 23, 2011); Garwood Packaging,
    Inc. v. Allen & Co., 
    378 F.3d 698
    , 701-02 (7th Cir.
    2004)—is therefore not preempted. “We do not read the
    [Act’s] preemption clause . . . to shelter airlines from
    suits alleging no violation of state-imposed obligations,
    but seeking recovery solely for the airline’s alleged
    breach of its own, self-imposed undertakings . . . . A
    remedy confined to a contract’s terms” is not preempted.
    American Airlines, Inc. v. 
    Wolens, supra
    , 513 U.S. at 228-29.
    Not so tort claims that override contract claims, see
    United Airlines, Inc. v. Mesa Airlines, Inc., 
    219 F.3d 605
    (7th
    Cir. 2000), rather than just seeking a remedy “confined
    to a contract’s terms.” But ATA is not alleging a tort; it
    is trying to hold FedEx to a promise that it contends
    FedEx made to it. We’ll see later that ATA’s promissory
    claim fails, but not because of preemption.
    We turn to the conventional contract issues, on which
    ATA prevailed in the district court.
    In the event of a national emergency, the Department
    of Defense can use commercial aircraft drawn from
    what’s called the “Civil Reserve Air Fleet” to augment
    the Department’s own airlift capabilities. See Air Mobility
    Command, “Factsheets: Civil Reserve Air Fleet,” www.
    amc.af.mil/library.factsheets.factsheet.asp?id=234 (visited
    Dec. 21, 2011). Composed of aircraft owned by commercial
    air carriers but committed voluntarily to the Department
    for use during emergencies, the Fleet is divided into
    separate “teams” of airlines, each with a “team leader.”
    4                                   Nos. 11-1382, 11-1492
    The teams pledge portions of their fleets for use by
    the Department during an emergency; the leader
    assembles the team and submits the team’s bid to par-
    ticipate in the Civil Reserve Air Fleet.
    The team members are not compensated directly for
    their commitment, but are compensated indirectly
    because in exchange for a team member’s commitment
    the Department awards the member “mobilization value
    points” in proportion to the scale of the commitment. The
    more points a member has, the more non-emergency air
    transportation for the Department the member can bid
    on. The points are transferrable within teams. Smaller
    carriers value providing non-emergency service to the
    Department (for which of course they are compensated)
    more than the bigger ones (such as FedEx) do. So they
    want the larger carriers’ points and are willing to pay
    for them, and as a result end up doing most of the non-
    emergency flying. The team leader—invariably a large
    carrier that therefore has a large number of mobilization
    value points because of its commitment to provide
    copious emergency service if needed—transfers points
    to the members of its team in exchange for a com-
    mission on their non-emergency military flights. The
    commission rate is the price term in the contractual
    arrangements between the team leader and each of the
    team’s smaller carriers. (This case concerns the con-
    tractual relations among the members of one team rather
    than the contracts between the teams and the Department.)
    FedEx is the leader of one of the teams, which before
    the alleged breach of contract included ATA and Omni Air
    International—small passenger and charter airlines that
    Nos. 11-1382, 11-1492                                     5
    split between them the team’s allotment of non-emergency
    military passenger service (as distinct from cargo ser-
    vice). The FedEx team’s annual revenues from the provi-
    sion of non-emergency services to the Department
    amount to about $600 million.
    Relations among members of FedEx’s team are defined
    in three separate contracts, each with a one-year term.
    One contract fixes both the allocation of military
    business among the team members and the commission
    rate for the team leader. This contract is negotiated sepa-
    rately between the leader and each team member (so
    actually it’s more than one contract, but we can ignore
    that detail). A second contract identifies the team
    members and the aircraft they will commit to the
    military if the team’s bid is accepted. A third defines the
    liability and insurance obligations of the team mem-
    bers. There are additional provisions in these contracts,
    but we can disregard them. We’ll call the three con-
    tracts as a group the “tripartite contract.”
    The tripartite contract has as we said only a one-year
    term. (The year is the federal fiscal year, which runs
    from October 1 of the previous calendar year to Septem-
    ber 30, so that the 2002 fiscal year, for example, began
    in October 2001. All our year references are to fiscal
    years.) But it was the team’s practice to enter into a sepa-
    rate three-year agreement concerning the distribution
    of business among the team’s members. Implementation
    of the agreement depended on the Defense Depart-
    ment’s accepting the team’s bid; otherwise there would
    be no business to divide among the team’s members. And
    6                                       Nos. 11-1382, 11-1492
    if the Department decided it wanted more or less service
    from the team than had been bid, this might affect the
    division of business, since a particular team member
    might have insufficient capacity to provide its allotted
    share of service if the service requirement increased, or
    alternatively might be badly hurt by a reduction in that
    requirement if its share were unchanged—there might
    for example be limited demand for or profit in a par-
    ticipant’s nonmilitary business. The agreement also
    assumed that the parties would all end up on the FedEx
    team, though there was no contractual stipulation to
    that effect.
    With so many contingencies, especially ones dependent
    on decisions entirely within the power and rights of
    each party, the agreement was a planning document
    rather than an enforceable contract. We have pointed out
    that “if any sign of agreement on any issue exposed the
    parties to a risk that a judge would deem the first-resolved
    items to be stand-alone contracts, the process of negotia-
    tion would be more cumbersome (the parties would have
    to hedge every sentence with cautionary legalese), and
    these extra negotiating expenses would raise the effective
    price.” PFT Roberson, Inc. v. Volvo Trucks North America, Inc.,
    
    420 F.3d 728
    , 731 (7th Cir. 2005). Contract law “permits
    parties to conserve these costs by reaching agreement
    in stages without taking the risk that courts will enforce
    a partial bargain that one side or the other would have
    rejected as incomplete.” Id.; see EnGenius Entertainment,
    Inc. v. Herenton, 
    971 S.W.2d 12
    , 17-18 (Tenn. App. 1997);
    Restatement (Second) of Contracts § 27, comments b, c (1981).
    Nos. 11-1382, 11-1492                                    7
    ATA’s suit is based on one of these three-year “con-
    tracts,” signed in 2006, in which ATA and (maybe) Omni
    agreed with FedEx that during the following three years
    (2007 through 2009) the team’s passenger business would
    be divided equally between those two carriers. The
    “contract” is in the form of a letter from FedEx to them
    that reads as follows:
    The letter will serve as the agreement for the distribu-
    tion between ATA and Omni of both fixed and expan-
    sion for both wide and narrow body passenger busi-
    ness in the AMC Long Range International Contract
    for FY07-FY09.
    It is agreed that the distribution for the above passen-
    ger segments will be fifty-fifty (50%-50%) respectively
    for both wide and narrow body and for both fixed
    and expansion.
    Please indicate your concurrence by signing as indi-
    cated below and returning to the undersigned.
    We look forward to a continued successful relation-
    ship over this period.
    There is a space below the writer’s signature for signa-
    tures by representatives of ATA and Omni. Although
    only ATA’s representative signed, the evidence indicates
    that Omni concurred, and if so the omission of a signa-
    ture by a representative of Omni is immaterial.
    The tripartite contracts for 2007 and 2008 incorporated
    the 50/50 division—but with a change in the 2008 contract:
    ATA’s allotment was reduced by 10 flights per month
    to enable them to be allotted instead to Northwest Air-
    8                                     Nos. 11-1382, 11-1492
    lines, a much bigger carrier, which wanted to start
    flying for the Civil Reserve Air Fleet. Northwest was
    already a participant in the FedEx team, but like FedEx
    (though without FedEx’s responsibilities as team leader)
    had heretofore been a guarantor of emergency service
    to the military and thus a seller of points to the smaller
    airlines; 2008 would be the first time it would be a
    flying member of the team.
    The change turned out to be pregnant with menace
    for ATA. For later that year FedEx decided to drop ATA
    from the team and, beginning in 2009, give the mobiliza-
    tion value points that would have gone to ATA to Delta,
    which had acquired Northwest shortly after the signing of
    the 2008 tripartite contract. FedEx’s decision to replace
    ATA in 2009 caused ATA to withdraw from the team
    prematurely, in the middle of 2008 (we’re not sure why).
    The withdrawal precipitated it into bankruptcy because
    it had very little nonmilitary business to fall back on.
    ATA’s breach of contract claim should never have
    been permitted to go to trial. Courts interpret and enforce
    contracts; they don’t make contracts. A contract is
    unenforceable if it is “indefinite” in the sense of missing
    vital terms, such as price, that can’t be readily supplied
    by a court, for example by reference to a price formula
    agreed on by the parties. Doe v. HCA Health Services of
    Tennessee, Inc., 
    46 S.W.3d 191
    , 196-97 (Tenn. 2001); Four
    Eights, LLC v. Salem, 
    194 S.W.3d 484
    , 486-87 (Tenn. App.
    2005); Restatement (Second) of Contracts § 33 (1981); 1 E.
    Allan Farnsworth, Farnsworth on Contracts § 3.27, pp. 417-20
    (3d ed. 2004). If the price or other vital missing term can’t
    Nos. 11-1382, 11-1492                                        9
    be reconstructed in that way, the “contract” shouldn’t be
    called a contract at all, but an attempted contract; its
    indefiniteness renders it unenforceable.
    We’ve already seen that a great deal was missing from
    the so-called contract to allocate the FedEx team’s passen-
    ger business for 2007-2009 between ATA and Omni. True,
    “the fact that a contract is incomplete, presents interpre-
    tive questions, bristles with unresolved contingencies,
    and in short has as many holes as a Swiss cheese does
    not make it unenforceable for indefiniteness. Otherwise
    there would be few enforceable contracts. Complete con-
    tingent contracts are impossible. The future, over which
    contractual performance evolves, is too uncertain.” Haslund
    v. Simon Property Group, Inc., 
    378 F.3d 653
    , 655 (7th Cir.
    2004). But “a contract is rightly deemed unenforceable
    for indefiniteness when it leaves out (1) a crucial term
    that (2) a court cannot reasonably be asked to supply in
    the name of interpretation.” 
    Id. The proper
    division of responsibility between the
    contracting parties, on the one hand, and a court asked to
    enforce a purported contract, on the other, requires the
    parties to decide on the key terms of the contract (or at
    least on a methodology that generates the key terms
    more or less mechanically), such as price, and leaves
    the court to resolve only issues that, being unlikely to arise,
    the parties should not be required to have foreseen
    and provided for. To require parties to negotiate every
    contingency that might arise during performance would
    be impossible, because as we said not every contingency
    can feasibly be foreseen and provided for—the future is
    10                                    Nos. 11-1382, 11-1492
    too uncertain. Contract law supplies a set of standard
    terms that the parties can change if they wish but that if
    they don’t change supply a substitute for negotiation. But
    there is no standard price term, and no agreed-upon
    formula for calculating the price, for the service provided
    by the leader of a team of the Civil Reserve Air Fleet.
    The doctrine of indefiniteness that makes a contract
    unenforceable when it omits a crucial term that cannot
    be supplied by interpretation has particular force when
    the contract is one between sophisticated commercial
    entities and involves a great deal of money. PFT Roberson,
    Inc. v. Volvo Trucks North America, 
    Inc., supra
    , 420 F.3d at
    730; Skycom Corp. v. Telstar Corp., 
    813 F.2d 810
    , 815 (7th
    Cir. 1987); Farnsworth, supra, § 3.8, pp. 224-26. That
    describes the letter agreement; ATA’s share of the
    revenues that the tripartite contract generated each year
    was, at its peak, $406 million, and in 2007 its profits
    from the contract exceeded $90 million. Even if we as-
    sumed—unrealistically—that all the other holes that
    we mentioned in the team structure for 2007-2009 could
    be filled by a court from industry standards, course
    of dealing, trade usage, or some other objective source of
    guidance that enables judicial completion of an incom-
    plete contract, the price term—FedEx’s compensation
    for providing team leadership and transferring mobiliza-
    tion value points to team members—could not be
    supplied from any such source. That compensation was
    the result of ad hoc negotiations and thus was deter-
    mined by the parties’ circumstances each year at the time
    of contracting. It had usually been 7 percent but one year
    had plunged to 4.5 percent.
    Nos. 11-1382, 11-1492                                       11
    And so the letter agreement was not an enforceable
    contract. But it did contain a promise to divide the
    military passenger service to be provided by FedEx’s
    team equally between ATA and Omni. The doctrine of
    promissory estoppel makes a promise enforceable even
    though it is not supported by consideration or other-
    wise enforceable under conventional principles of con-
    tract law, provided that the promisee reasonably incurred
    a cost in reliance on the promisor’s fulfilling the promise
    and that the promisor should reasonably have anticipated
    that the promisee would rely in that way and might
    therefore be hurt if the promisor reneged. Calabro v.
    Calabro, 
    15 S.W.3d 873
    , 878-79 (Tenn. App. 1999); Amacher
    v. Brown-Forman Corp., 
    826 S.W.2d 480
    , 482 (Tenn. App.
    1991); Restatement (Second) of Contracts § 90 (1981);
    Farnsworth, supra, § 2.19, pp. 176-78.
    One function of the doctrine of promissory estoppel, as
    we noted at the outset of this opinion, is to allow reason-
    able reliance to be substituted for consideration. The
    underlying idea is that a reasonable promisee wouldn’t
    incur an unrecoverable cost in reliance on the promise’s
    being fulfilled unless there really had been a promise,
    and so reasonable reliance is as good a basis for inferring
    the existence of a promise as consideration is. Garwood
    Packaging, Inc. v. Allen & 
    Co., supra
    , 378 F.3d at 702. In this
    case, however, there is no question that there was a
    promise—the promise to share business 50/50 between
    ATA and Omni is in writing, in the letter agreement. The
    question is whether the promise was (or could reasonably
    have been understood to be) intended to induce, and could
    reasonably induce, reliance to the tune of $28 million.
    12                                     Nos. 11-1382, 11-1492
    If someone tells you “I promise you X, but don’t hold
    me to it,” the promisor is making clear that he is not
    inviting reliance and the promisee cannot, by ignoring
    the warning and relying on the promise to his detriment,
    make the promise enforceable. Such a “promise” may
    create an expectation but does not create a commitment,
    and so the promisee relies at his risk. Risk taking is ubiqui-
    tous in business and is perfectly reasonable because
    the expected benefits of a risky undertaking will often
    exceed the expected costs. It may have been reasonable
    for ATA to reckon that it had a good enough chance of
    getting half the passenger business of the FedEx team in
    the 2007-2009 period to justify its going ahead and ac-
    quiring the aircraft it would need to provide the service
    because its existing fleet was inadequate; it is the $28
    million in allegedly unrecoverable expenses relating to that
    acquisition that ATA seeks to recoup by invoking promis-
    sory estoppel. But ATA could not reasonably have
    believed that FedEx intended to commit itself to split the
    passenger business equally between ATA and Omni
    during that period when so much was left to be agreed
    upon, and so FedEx cannot have been expected to antici-
    pate that ATA would rely on the promise. ATA’s lawyer
    acknowledged at the oral argument that his client may
    have been “imprudent” in failing to recognize the possi-
    bility that Northwest would want more of the team’s
    business; and Northwest was (and Delta, which swallowed
    Northwest, even more so, is) to ATA as the Dreamliner
    is to the DC-3. Acting on a hope is not reasonable reliance.
    Classic Cheesecake Co. v. JPMorgan Chase Bank, N.A., 
    546 F.3d 839
    , 845-46 (7th Cir. 2008); Garwood Packaging, Inc. v.
    Nos. 11-1382, 11-1492                                   13
    Allen & 
    Co., supra
    , 378 F.3d at 703-04; Wood v. Mid-Valley
    Inc., 
    942 F.2d 425
    , 428 (7th Cir. 1991).
    So ATA loses. But we do not want to ignore the jury’s
    award of damages, which presents important questions
    that have been fully briefed and are bound to arise in
    future cases.
    The award was based entirely on a regression analysis
    presented by an expert witness, a forensic accountant
    named Lawrence D. Morriss. FedEx objected to the ad-
    missibility of the analysis, citing Rule 702(2), (3) of the
    Federal Rules of Evidence, which when this case was
    tried conditioned the admissibility of expert evidence
    on the expert’s having applied “reliable principles and
    methods . . . reliably to the facts of the case.” The rule
    has been reworded slightly, effective December 1 of this
    year, but the Committee Notes state correctly that the
    changes are purely stylistic.
    There were, as we’re about to see, grave questions
    concerning the reliability of Morriss’s application of
    regression analysis to the facts. Yet in deciding that
    the analysis was admissible, all the district judge said
    was that FedEx’s objections “that there is no objective
    test performed, and that [Morriss] used a subjective
    test, and [gave] no explanation why he didn’t consider
    objective criteria,” presented issues to be explored on
    cross-examination at trial, and that “regression analysis
    is accepted, so this is not ‘junk science.’ [Morriss] ap-
    pears to have applied it. Although defendants disagree,
    he has applied it and come up with a result, which ap-
    parently is acceptable in some areas under some mod-
    els. Simple regression analysis is an accepted model.”
    14                                      Nos. 11-1382, 11-1492
    This cursory, and none too clear, response to FedEx’s
    objections to Morriss’s regression analysis did not dis-
    charge the duty of a district judge to evaluate in advance
    of trial a challenge to the admissibility of an expert’s
    proposed testimony. The evaluation of such a challenge
    may not be easy; the “principles and methods” used
    by expert witnesses will often be difficult for a judge to
    understand. But difficult is not impossible. The judge can
    require the lawyer who wants to offer the expert’s testi-
    mony to explain to the judge in plain English what the
    basis and logic of the proposed testimony are, and the
    judge can likewise require the opposing counsel to
    explain his objections in plain English.
    This might not have worked in the present case;
    neither party’s lawyers, judging from the trial transcript
    and the transcript of the Rule 702 hearing and the briefs
    and oral argument in this court, understand regression
    analysis; or if they do understand it they are unable
    to communicate their understanding in plain English.
    But a judge can always appoint his own expert to assist
    him in understanding and evaluating the proposed testi-
    mony of a party’s expert. Fed. R. Evid. 706; General Electric
    Co. v. Joiner, 
    522 U.S. 136
    , 149-50 (1997) (concurring opin-
    ion). If he worries that the expert he appoints may not be
    truly neutral, he can ask the parties’ experts to agree on a
    neutral expert for him to appoint, as we suggested in
    DeKoven v. Plaza Associates, 
    599 F.3d 578
    , 583 (7th Cir. 2010),
    and In re High Fructose Corn Syrup Antitrust Litigation, 
    295 F.3d 651
    , 665 (7th Cir. 2002); see also Daniel L. Rubinfeld,
    “Econometrics in the Courtroom,” 85 Colum. L. Rev. 1048,
    1096 (1985). Also, the Federal Judicial Center has published
    Nos. 11-1382, 11-1492                                   15
    a nontechnical “Reference Guide on Multiple Regression”
    written by Professor Rubinfeld, published in Reference
    Manual on Scientific Evidence 303 (3d ed. 2011). Had the
    district judge read the relevant portions of Rubinfeld’s
    guide, he would have realized that Morriss’s regression
    analysis was fatally flawed. Another good introduction
    to the use of statistical analysis in litigation is David
    Cope, Fundamentals of Statistical Analysis (2005).
    The judge would have discovered in these or other
    sources that he might have consulted that a linear regres-
    sion is an equation for the straight line that provides
    the best fit for the data being analyzed. The “best fit” is
    the line that minimizes the sum of the squares of the
    vertical distance between each data point and the line.
    (Why the squares rather than the simple distances is
    difficult to explain, and the jury can be asked to take
    it on faith.) A simple linear regression (that is, one in-
    volving only two variables—one the dependent vari-
    able, the variable to be explained, and the other the inde-
    pendent variable, the variable believed to explain the
    dependent variable) is easily visualized by plotting the
    data points on a graph. The regression line is a straight
    line that minimizes the aggregate of the squared vertical
    distances from the points to the line. The equation that
    generates that line can be written as Y = a + bX + u, where
    Y is the dependent variable, a the intercept (explained
    below), X the independent variable, b the coefficient of
    the independent variable (that is, the number that
    indicates how changes in the independent variable pro-
    duce changes in the dependent variable), and u the regres-
    sion residual—the part of the dependent variable that
    16                                      Nos. 11-1382, 11-1492
    is not explained or predicted by the independent variable
    and the intercept, or in other words is “left over,” like
    the change you receive after paying for a 99-cent item
    with a $1 bill.
    To illustrate below we graph a regression of salary
    (the dependent variable, on the vertical axis) on job
    experience (the independent variable, on the horizontal
    axis) for a hypothetical company. Each dot represents the
    salary and job experience of a particular employee. The
    intercept is the point at which the regression line
    crosses the vertical axis on the left side of the graph; it is
    thus the salary received by an employee who has no job
    experience at all. (Because a is 26.9, the model predicts
    that the starting wage of a new hire with no experience
    would be $26,900.) The slope of the regression line is the
    coefficient of the independent variable: it is a positive
    number because the more job experience a worker has, the
    higher his salary is likely to be. For example, b equals 2.2 in
    the graph, so the regression model predicts that a 1-year
    increase in job experience generates a $2200 increase in
    salary.
    The relation between salary and job experience,
    although positive, varies from employee to employee.
    That is why not all the data points lie on the regression
    line, the straight line that fits the data best; the best fit
    is rarely a perfect fit. The variation in salary that the
    regression line does not explain is the regression
    residual, u in our equation.
    Nos. 11-1382, 11-1492                                17
    Regression analysis is used to test hypotheses, in our
    example the hypothesis that more experienced workers
    get paid more (and how much more) depending on the
    amount of their experience. But it is also used to pre-
    dict—for example that when a new employee accrues
    10 years of experience he will be paid $22,000 more than
    his starting wage.
    There is much more to regression analysis, even in
    the simple case in which there is only one independent
    variable; but we’ve now explained (and the judge could
    readily have understood from the FJC guide) enough to
    enable us to show why Morriss’s regression analysis
    should never have been allowed to be put before a jury.
    He used regression analysis to predict what ATA’s
    military profits would have been had it not been dropped
    from FedEx’s team. In a graph that he prepared which
    18                                     Nos. 11-1382, 11-1492
    we reproduce below, the dependent variable is ATA’s
    annual costs of participating in the Civil Reserve Air Fleet
    as a member of the FedEx team and the independent
    variable is ATA’s total annual revenues from that partici-
    pation. There are 10 data points, each representing ATA’s
    costs and revenues for one year from 1998 through 2007.
    As in our illustrative graph, the regression line in
    Morriss’s graph slopes upward—when revenues rise,
    costs rise. Notice that the data points are closer to the
    regression line than the data points in our illustrative
    graph. This means that the regression line in his graph
    fits his data better than the regression line in our illustra-
    tive graph fits the data in that graph.
    To calculate ATA’s damages, Morriss needed to
    estimate its military revenues and costs for the second half
    Nos. 11-1382, 11-1492                                    19
    of 2008 (after ATA withdrew from the team), and all of
    2009, on the counterfactual assumption that the airline
    would have continued to belong to FedEx’s team for the
    entirety of those two years rather than for just the first
    six months of the period. Morriss estimated that ATA’s
    revenues for 2008 would have been $286.5 million, a
    figure he arrived at by multiplying the FedEx team’s
    2008 military passenger revenue of roughly $600 million
    by ATA’s historical share of the team’s annual
    passenger revenue. Plugging his revenue estimate into
    his linear regression (which, remember, treats costs as
    a function of revenues), Morriss came up with a cost
    figure of $253.8 million; and subtracting that from the
    estimated revenues yielded an estimated net profit for
    ATA in 2008 of $32.7 million.
    Since FedEx was willing to keep ATA on the team
    throughout 2008, it is doubtful that the loss of
    profits that ATA experienced in the last half of 2008 by
    reason of its premature withdrawal can be blamed on
    FedEx. Yet Morriss believed that his inflated estimate of
    ATA’s lost profits underestimated the loss in 2008
    because the figure for costs that he used (and profits are
    revenue minus costs, so the higher the costs the lower the
    profits) included interest, taxes, depreciation, and amorti-
    zation costs that he estimated amounted to $11.4 million in
    2008. He thought these costs would not have been affected
    by the company’s flying as part of the Civil Reserve Air
    Fleet that year, and so should not be deducted from
    revenues. There is some truth to this. Some of those costs
    may have been fixed, and if so were properly subtracted
    from the cost figure used to compute ATA’s lost profits.
    20                                      Nos. 11-1382, 11-1492
    Imagine that a firm has a fixed rental expense of $1 million
    a year, and unexpectedly lands a very profitable con-
    tract. Because the rental would have to be paid even if
    the firm had failed to obtain the contract, the rental
    expense would not be a cost allocable to the contract and
    so should not be subtracted in calculating the contract’s
    profitability. Yet we’ll see that elsewhere in his analysis
    he treated capital expenditures as current expenses, a
    treatment that fails to match costs and revenues, just as
    subtracting a fixed cost from the revenue generated by
    the contract in our example would fail to match costs
    and revenues.
    Expunging the $11.4 million figure from Morriss’s cost
    estimate increased his annual estimate of ATA’s lost
    profits to $44 million for all of 2008. Last he assumed
    that ATA’s profits would be identical in 2009, so he
    multiplied $44 million by 1.5 (to calculate lost
    profits for the period encompassing the latter half of
    2008 and all of 2009) to yield a total lost profits estimate
    of $66 million. As we said, the estimate was excessive
    because it included ATA’s profits in second half
    of 2008—the consequence of what appears to have
    been a self-inflicted wound.
    But these were the least of Morriss’s errors. His most
    glaring error was to use costs as his dependent variable
    and revenues as his independent variable. The dependent
    variable as we know is a number sought to be explained
    by the independent variable, as in any equation. In the
    equation Y = bX, the effect of X on Y is quantified by
    its coefficient, b; so, for example, if b is 3, then Y is three
    times larger than X.
    Nos. 11-1382, 11-1492                                        21
    But revenue does not influence cost directly; nor is
    it clear that it is closely correlated with unmeasured
    variables that do influence costs. An increase in revenue
    may be correlated with an increase in cost—and indeed
    is likely to be if the increased revenue is the result of
    increased sales, but not if it is the result of selling the same
    output at a higher price. Increases in total costs are
    driven by increases in component costs—labor, materials,
    and so forth—not by revenues. What is true is that if
    revenues plummet, the firm will try to cut its costs in
    order to minimize the losses caused by the drop in reve-
    nues. But to the extent that those costs are fixed, it may
    not be able to cut them in time to avoid bankruptcy—
    which is what happened to ATA in 2008.
    Morriss tried to justify his explaining cost by revenue,
    rather than by more plausible variables such as fuel,
    maintenance, and labor costs, on the ground that such
    information was unavailable. It is hard to believe this,
    because the information must have been recorded by
    ATA’s accountants—how else could they have prepared
    a balance sheet and income statement for the company?
    In any event a plaintiff’s failure to maintain adequate
    records is not a justification for an irrational damages
    theory.
    Even if we assumed that Morriss’s model were built
    on a rational foundation, we would have to reject its
    results because the model was improperly implemented.
    In 2007, the last full year in which ATA participated in
    the Civil Reserve Air Fleet, its profits were a minuscule
    $2.1 million. If it would have had the same profits in
    22                                    Nos. 11-1382, 11-1492
    2008 and 2009 had it not been dropped from FedEx’s team,
    its total damages would have been only $3.15 million
    during the 18 months remaining in 2008 and 2009, rather
    than the $66 million that ATA asked for and the jury
    awarded (to the dollar). $2.1 million is only 6.4 percent
    of the $32.7 million profit that Morriss’s regression
    analysis predicted that ATA would have earned the
    following year (as well as the year after that) had ATA not
    been dropped from the team. (The $32.7 million is the
    profit before the adjustment for the so-called fixed costs of
    $11.4 million. The adjustment was not carried into the
    calculation of ATA’s 2007 profits, which is why we are
    expressing those profits as a percentage of the predicted
    profit for 2008 and 2009.)
    The following graph, based on one prepared by Morriss
    and admitted into evidence, exhibits the fallacy of his
    prediction. (We are not clear why his graph was truncated
    at 2002, since ATA had joined the FedEx team earlier
    and the record provides sufficient data to extend the
    graph to 1998, as we have done.) The top line is ATA’s
    annual military revenues; the lower line is its annual
    costs; the vertical distance between the two lines measures
    the company’s profits from its military business. We see
    that revenues rose sharply from 2002 to 2005, then plum-
    meted in 2006 and 2007. Costs rose more gently, and fell
    more gently, over the 2002-2007 period, and in 2007, the
    last year for which there are data, the two lines almost
    intersect—it was because revenues were so close to costs
    that profits were so meager that year.
    Nos. 11-1382, 11-1492                                23
    Morriss predicted that ATA’s military revenues would
    have risen in 2008 and 2009 while its costs would have
    continued to fall. The difference between his estimated
    revenues and his estimated costs is the $66 million in
    (imagined) lost profits. Remember that Morriss’s regres-
    sion model, which is based on historical data (2002-
    2007), found a positive relation between revenues and
    costs: when revenues rise, costs rise, and when revenues
    fall, costs fall. Remember too that he used the model to
    predict that ATA’s costs would have continued to fall in
    2008 and 2009 (the lower dashed line), even as revenues
    rose. It’s this divergence in directions that turns a
    modest predicted growth in revenues into a large
    growth in profits.
    What produced this odd result—costs falling as
    revenues rise—is that ATA’s costs had increased much
    more slowly than its revenues between 2002 and 2005,
    24                                   Nos. 11-1382, 11-1492
    resulting in big profit margins. To predict a comparable
    (though somewhat smaller) profit margin in 2008 and
    2009 (and thus produce a big lost-profits estimate), when
    the uptick in revenues was expected to be much smaller
    than it had been between 2002 and 2005, Morriss had
    to make costs in those years fall. But for ATA’s costs to
    fall as its revenues rose would make no economic sense,
    as well as being inconsistent with Morriss’s underlying
    assumption that costs are a positive function of reve-
    nues—that if revenues rise costs rise and if revenues fall
    costs fall. That costs rise more slowly than revenues does
    not imply that costs drop when revenues increase slowly.
    No mechanism for such a reversal is suggested, and
    revenues and costs had never moved in opposite direc-
    tions during the preceding decade in which ATA had
    actually been operating.
    Morriss tried to explain away the embarrassingly mi-
    nuscule profits that ATA earned on its military business
    in 2007 as a fluke: the carrier, he said, had experienced
    “nonrecurring” costs that year. The costs in question were
    the costs of acquiring new aircraft. They were indeed
    nonrecurring costs, but they were not 2007 costs; they
    were capital expenditures, which is to say expenditures
    expected to increase revenues or reduce costs over a
    period of more than a year, and thus beyond the year
    in which the expenditures were made. If a business buys
    a piece of equipment in year 1 for $1 million that will
    be usable for 10 years and will then be scrapped, to treat
    this as a $1 million cost in year 1 and a zero cost in each
    of the nine subsequent years would create a misleading
    picture of the firm’s profits through time. Costs should
    Nos. 11-1382, 11-1492                                     25
    be matched with revenues to provide an accurate year-to-
    year picture of profitability. This is done by amortizing
    (spreading) a capital expenditure over its useful life. In
    the case of our hypothetical $1 million asset, this would
    require assigning costs of $100,000 per year to each year
    of the asset’s useful life. If that were done here, Morriss’s
    estimate of lost profits in 2008 and 2009 would have
    been lower than it was, because some of the nonrecurring
    costs incurred in 2007 would have been reallocated to
    those years.
    Another mistake Morriss made was to model the relation
    between cost and revenue as a straight line, as if, for
    example, ATA’s costs were always exactly 75 percent of
    its revenue (producing the linear regression equation c =
    .75r), in which event the company would turn a 25
    percent profit every year. Yet its actual profit margins,
    as shown in the next graph, fluctuated between 0 and
    25 percent of total revenue.
    26                                    Nos. 11-1382, 11-1492
    Still another mistake was Morriss’s basing a prediction
    of what ATA’s costs would have been in 2008 and 2009
    (had it remained a member of FedEx’s team) on a tiny
    sample—10 observations, each consisting of ATA’s costs
    in one of the 10 years on which the regression analysis
    was based. Small samples are less representative of the
    population being sampled than large ones. The popula-
    tion here would be the entire cost experience of ATA
    and similar air carriers.
    Confidence intervals (familiar as the “margins of
    error” reported in predictions of election outcomes) are
    statistical estimates of the range within which there can
    be reasonable confidence that a correlation or prediction
    is not the result of chance variability in the sample on
    which the correlation or prediction was based; 95 percent
    confidence is the standard criterion of reasonable confi-
    dence used by statisticians. Consider our hypothetical
    regression of wages on experience. A regression based on
    a sample of 10 workers would yield a less precise predic-
    tion of what the average relation of wages to experience
    was for the workers in a plant that had 1000 workers than
    a regression based on a sample of 50 or 100 of the workers.
    The 95 percent confidence interval for Morriss’s predic-
    tion of ATA’s 2008 costs was correctly calculated in the
    report of FedEx’s expert to be $90 million. This means
    that Morriss’s estimate that ATA would have costs of
    $254 million was the midpoint of a range from $299 million
    at the top ($254 million + $90/2 million) to $209 million
    at the bottom ($254 million - $90/2 million)—and if its costs
    were at the top of the range the result would have been
    Nos. 11-1382, 11-1492                                     27
    a $12.5 million annual net loss for ATA rather than
    Morriss’s predicted $32.7 million profit (before the ad-
    justment for fixed costs). All else aside, the confidence
    interval is so wide that there can be no reasonable confi-
    dence in the jury’s damages award.
    All this is not to say that it would be a surprise if ATA
    had lost profits as a result of its expulsion from the
    FedEx team, although its nonmilitary business was col-
    lapsing and it is doubtful that it could have survived
    purely on its military business. But the only quantification
    of damages presented at the trial was based on Morriss’s
    regression, and as a result there was a failure of proof
    of damages. It is not enough to prove injury in a
    damages suit; the plaintiff must prove an amount
    of damages and ATA failed to do that.
    This is not nitpicking. Morriss’s regression had as
    many bloody wounds as Julius Caesar when he was
    stabbed 23 times by the Roman Senators led by Brutus.
    We have gone on at such length about the deficiencies
    of the regression analysis in order to remind district
    judges that, painful as it may be, it is their responsibility
    to screen expert testimony, however technical; we have
    suggested aids to the discharge of that responsibility. The
    responsibility is especially great in a jury trial, since
    jurors on average have an even lower comfort level with
    technical evidence than judges. The examination and cross-
    examination of Morriss were perfunctory and must
    have struck most, maybe all, of the jurors as gibberish.
    It became apparent at the oral argument of the appeal
    that even ATA’s lawyer did not understand Morriss’s
    28                                    Nos. 11-1382, 11-1492
    analysis; he could not answer our questions about it
    but could only refer us to Morriss’s testimony. And like
    ATA’s lawyer, FedEx’s lawyer, both at the trial and in
    his appellate briefs and at argument, could only parrot
    his expert. FedEx’s expert did not testify; as is common
    in damages cases, the defendant offered no alternative
    measure of damages, doubtless fearing that the jury
    would take that as a signal to split the difference—finding
    liability but awarding the plaintiff less than the plain-
    tiff asked for—rather than struggle to understand an
    incomprehensible case. Both because FedEx tendered no
    estimate of damages and because neither Morriss nor the
    lawyers nor the judge presented an intelligible damages
    analysis to the jury, it is no surprise that, having decided
    that ATA should win, the jury simply awarded the exact
    figure that ATA had asked for in damages.
    If a party’s lawyer cannot understand the testimony
    of the party’s own expert, the testimony should be with-
    held from the jury. Evidence unintelligible to the trier
    or triers of fact has no place in a trial. See Fed. R. Evid.
    403, 702.
    The judgment is reversed with instructions to dismiss
    the suit with prejudice.
    R EVERSED.
    12-27-11