U .S.A. v. Rutkoske ( 2007 )


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  • 06-4067-cr
    U .S.A . v. R u t k o sk e
    UNITED STATES COURT OF APPEALS
    FOR THE SECOND CIRCUIT
    August Term 2007
    Heard: August 27, 2007                                 Decided: October 25, 2007
    Docket No. 06-4067-cr
    - - - - - - - - - - - - - - -
    UNITED STATES OF AMERICA,
    Appellee,
    v.
    DAVID RUTKOSKE,
    Defendant-Appellant.
    - - - - - - - - - - - - - - -
    Before: NEWMAN, WINTER and KATZMANN, Circuit Judges.
    Appeal from the August 23, 2006, judgment of the United States
    District Court for the Southern District of New York (Richard Conway
    Casey, District Judge), convicting the defendant of securities fraud.
    Conviction affirmed; remanded for resentencing.
    Marsha R. Taubenhaus, New York, N.Y., for
    Defendant-Appellant.
    Chi T. Steve Kwok, Asst. U.S. Atty., New York,
    N.Y. (Michael J. Garcia, U.S. Atty., Diane
    Gujarati, Asst. U.S. Atty., New York, N.Y.,
    on the brief), for Appellee.
    JON O. NEWMAN, Circuit Judge.
    This appeal from a conviction for securities fraud primarily
    concerns the timeliness of an indictment and the calculation of the
    amount of loss for purposes of determining the sentence.          Defendant-
    Appellant David Rutkoske appeals from a judgment of conviction for
    securities fraud and conspiracy to commit securities fraud entered on
    August 23, 2006, by the District Court for the Southern District of
    New York (Richard Conway Casey, District Judge) following a jury
    trial.    Rutkoske contends that (1) the indictment and the superceding
    indictment were untimely, (2) the evidence was insufficient, (3)
    evidence of subsequent acts was improperly admitted, and (4) the
    sentence is unreasonable.      We reject the challenges to the conviction
    but remand for resentencing.
    Background
    The Defendant. At all relevant times, Rutkoske owned a brokerage
    firm, Lloyd Wade Securities (“Lloyd Wade”). Lloyd Wade, headquartered
    in Dallas, encompassed eight to ten offices across the country by
    1999.     Rutkoske worked out of the Dallas office.         Lloyd Wade sold
    stock to retail customers and provided investment banking services to
    institutional    clients.     The    indictment   stems   from   the   firm’s
    involvement with NetBet, a start-up internet gaming company.
    The Indictments.    On December 11, 2003, the Government filed an
    initial     indictment      charging     Rutkoske’s   co-defendants     with
    participation in a securities fraud conspiracy in connection with
    -2-
    Lloyd Wade’s purchase and sale of NetBet stock.                   Rutkoske was not
    charged in this initial indictment.
    On    April   6,   2004,    the    grand     jury   returned    a   superceding
    indictment (“Indictment S1") adding Rutkoske as a defendant.                      The
    indictment charged Rutkoske with securities fraud, in violation of 15
    U.S.C. §§ 78j(b), 78ff and 
    18 U.S.C. § 2
    , and conspiracy to commit
    securities fraud, commercial bribery, and wire fraud, in violation of
    
    18 U.S.C. § 371
    .        It charged that the conspiracy continued from
    December 1996 “to at least on or about April 9, 1999,” rendering the
    indictment facially timely by just three days. Indictment S1 charged
    numerous overt acts in furtherance of the conspiracy; of these, only
    one was alleged to have occurred within the applicable five-year
    limitations period, “[o]n or about April 9, 1999.”
    After the filing of Indictment S1, Rutkoske repeatedly sought
    from the Government details of the alleged April 9, 1999, overt act in
    order to pin down the “on or about” phrasing to a precise date.                  At a
    hearing in July 2005, Rutkoske notified the District Court that he
    intended to move to dismiss Indictment S1 as untimely, and the
    Government    stated    that    it    was   planning     to   file   a   superceding
    indictment.
    A    second   superceding       indictment    (“Indictment      S2"),   charging
    Rutkoske alone, was returned on July 28, 2005.                Indictment S2 charged
    -3-
    Rutkoske with the same offenses as Indictment S1.   It did not include
    the April 9 overt act, but instead alleged two other overt acts
    occurring on April 15 and 16, 1999, acts that would have been within
    Indictment S1's limitations period.
    In September 2005, Rutkoske moved to dismiss Indictment S2 as
    untimely.   At a hearing on the motion, defense counsel told the Court
    that the Government had realized in September that the April 9 overt
    act alleged in Indictment S1 had not occurred on that date, and
    contended that this concession rendered Indictment S1 untimely and
    unavailable for Indictment S2 to relate back to it.
    The District Judge denied the motion. See United States v.
    Rutkoske, 
    394 F. Supp. 2d 641
     (S.D.N.Y. 2005). Judge Casey concluded
    that Indictment S1, though containing “a latent defect,” was validly
    pending at the time Indictment S2 was filed. See 
    id. at 646
    .   He also
    concluded that Indictment S2 did not materially broaden the charges
    against Rutkoske. See 
    id.
       Therefore, he ruled, Indictment S2 related
    back to Indictment S1 for purposes of satisfying the statute of
    limitations. See 
    id.
    Pre-trial evidentiary ruling. Before trial, the Government moved
    to admit testimony about, and recordings of, conversations between
    Rutkoske and a co-conspirator as evidence of “other acts,” admissible
    under Rule 404(b) of the Federal Rules of Evidence. See United States
    -4-
    v. Rutkoske, No. 03 Cr. 1452, 
    2005 WL 3358596
    , at *1 (S.D.N.Y. Dec. 8,
    2005).    Judge Casey ruled that the proposed evidence, which suggested
    that Rutkoske had engaged in a similar market manipulation scheme
    after the events alleged in Indictment S2, was relevant and was being
    offered    for     the   proper   purpose   of   rebutting   an   “innocent
    participation” defense. See 
    id. at *2
    .           However, because it was
    unclear whether Rutkoske would present such a defense, Judge Casey
    concluded that he could not conduct the Rule 403 balancing analysis in
    advance of trial and therefore denied the motion without prejudice to
    renewal. See 
    id.
     at *2-*3.        The evidence was admitted at trial.
    Trial.      At the jury trial the Government presented the testimony
    of Rutkoske’s alleged co-conspirators, some of Lloyd Wade’s customers,
    and securities experts, and introduced documentary evidence showing
    Rutkoske’s knowledge of undisclosed commissions earned by his brokers.
    In brief, the evidence permitted the jury to find the following.        In
    1997, Rutkoske permitted Manuel Bello, who had a history of stock
    manipulation, to head a new branch office in West Paterson, New
    Jersey.    Bello introduced Rutkoske to the executive team at NetBet.
    Lloyd Wade’s Head of Research and Investment Banking discouraged
    Rutkoske from doing business with NetBet, but Rutkoske entered an
    investment banking agreement with NetBet.        The agreement contained a
    “lock-up” provision prohibiting significant shareholders from selling
    -5-
    their shares and obliged NetBet to use its best efforts to ensure that
    all   sales    occurred   through   Lloyd    Wade. Bello,    with   Rutkoske’s
    knowledge, bought discounted blocks of NetBet stock from entities
    controlled by NetBet insiders.
    Lloyd Wade began selling NetBet stock to its customers.            When it
    wanted to sell NetBet stock at prices above the market price, Lloyd
    Wade would “take out” offers by buying stock from other firms making
    a market in the stock, thereby increasing the price.                It was not
    difficult to increase the price of NetBet stock because it was thinly
    traded   and   Lloyd   Wade   controlled    the   vast   majority   of   shares.
    Rutkoske sometimes instructed Bello to increase the price.
    Brokers in the West Paterson office used “boiler room” tactics to
    sell NetBet stock.     Cold callers posing as brokers called prospective
    customers and pretended that they had previously spoken. Brokers used
    high-pressure sales pitches to induce customers to buy NetBet stock.
    They sometimes lied about having visited NetBet’s facilities and
    having met its management.       One broker purchased NetBet stock for a
    client over the client’s objection.         Brokers avoided customers’ phone
    calls when the customers wanted to sell NetBet stock, and one broker
    refused to comply with a client’s instruction to sell the stock.
    Rutkoske visited the West Paterson office four or five times, and the
    brokers did not attempt to hide their tactics from him during all but
    -6-
    the first of those visits.
    Brokers selling NetBet stock received large commissions, which
    Rutkoske personally authorized.          The commissions were not disclosed
    to clients; in fact, brokers often told their clients that they
    received no commission, and trade confirmations stated that there was
    no commission.        Following an audit by the National Association of
    Securities     Dealers     (“NASD”),     Lloyd   Wade     recharacterized      the
    commissions as trading profits and created a new trading account to
    track the hidden commissions.         Rutkoske knew that the firm was hiding
    commissions.
    From January 1997 to April 1999, Lloyd Wade accounted for 72
    percent of retail sales of NetBet stock; from July to December 1997,
    it accounted for 90 percent of the trading volume.               Eventually, the
    price of     NetBet    shares    plummeted.   Investors   lost   more   than   $12
    million.
    The District Judge allowed “other acts” evidence of conversations
    between Rutkoske and Bello about the stock of a company owned by
    Rutkoske, Paradise Tan.         The conversations, which occurred four years
    after the charged conspiracy, revealed that Rutkoske desired to push
    up the stock price.      For example, he stated, “I need a friendly market
    maker to help me set the market so I can cross some stock.”             Bello and
    Rutkoske discussed how to take out offers to increase the price and
    -7-
    how to compensate brokers for their role in these efforts.                 Rutkoske
    told       Bello   to   comply   with   the    registration    and   solicitation
    regulations “so you don’t draw attention,” stating crudely, “[G]et[]
    me all my registrations and all that other shit, now I can go fuck
    around with the stock.”          The District Court gave the jury a limiting
    instruction at the time of the testimony and in the jury instructions.
    The jury convicted Rutkoske on both counts.
    Sentencing.       The Presentence Report (“PSR”) calculated a total
    offense level of 31, which comprised a base offense level of 6, see
    U.S.S.G. § 2F1.1(a) (1998); a 15-level enhancement for loss of more
    than $10 million, see id. § 2F1.1(b)(1)(P); and other enhancements for
    a scheme to defraud more than one victim, use of mass marketing, a
    leadership role in an activity involving at least five participants,
    and abuse of a position of trust.1            A total offense level of 31 and a
    Criminal History Category of I yielded a Guidelines range of 108 to
    135 months’ imprisonment.
    Rutkoske objected to the PSR’s loss calculation, which had been
    based on the trial testimony of an NASD expert, which we discuss
    further below.          The District Court rejected Rutkoske’s objections,
    accepted the testimony of the witness, and estimated the loss to be
    $12,057,928.        Judge   Casey   imposed     a   sentence   of    108    months’
    1
    All references to the Guidelines are to the 1998 version.
    -8-
    imprisonment and required restitution in the amount of $12,057,928.
    Discussion
    I. Timeliness of the Indictments
    Rutkoske contends that both indictments were untimely.                 The
    statute of limitations governing securities fraud and conspiracy is
    five years. See 
    18 U.S.C. § 3282
    (a) (indictment must be “found” within
    five years after offense committed)2.          When conspiracy requires proof
    2
    The Supreme Court has used different words to describe a grand
    jury’s action with respect to an indictment.           See, e.g., Whitfield v.
    United States, 
    543 U.S. 209
    , 211 (2005) (indictment “returned”);
    United States v. Mauro, 
    436 U.S. 340
    , 346 (1978) (indictment “filed”);
    United     States   v.   Guest,   
    383 U.S. 745
    ,   760   (1966)   (indictment
    “brought”).     A leading case in this Circuit, United States v. Grady,
    
    544 F.2d 598
     (2d Cir. 1976), discussed below, managed to use all three
    verbs on the same page. See 
    id. at 601
    .
    The Tenth Circuit has ruled that an indictment “is ‘found’ under
    
    18 U.S.C. § 3282
     when the grand jury votes to indict the defendant and
    the foreperson subscribes the indictment as a true bill.”                 United
    States v. Thompson, 
    287 F.3d 1244
    , 1251 (10th Cir. 2002).             Normally,
    the voting by the grand jury, the subscribing by the foreman, the
    return in open court, see Fed. R. Crim. P. 6(f), and the filing in a
    -9-
    of an overt act, as in this case, the statute of limitations is
    satisfied if the Government proves that the conspiracy operated within
    the five-year period preceding the date of the indictment and that a
    conspirator knowingly committed an overt act in furtherance of the
    conspiracy within that same period. See United States v. Salmonese,
    
    352 F.3d 608
    , 614 (2d Cir. 2003).      It is well-established that the
    Government may satisfy this test “‘by proof of an overt act not
    explicitly listed in the indictment, as long as a defendant has had
    fair and adequate notice of the charge for which he is being tried,
    and he is not unduly prejudiced by the asserted variance in the
    proof.’” 
    Id. at 620
     (quoting United States v. Frank, 
    156 F.3d 332
    , 339
    (2d Cir. 1998)).
    This Court’s seminal opinion in United States v. Grady, 
    544 F.2d 598
     (2d Cir. 1976), governs the timeliness of a superceding indictment
    filed after the expiration of the statute of limitations.    In Grady,
    the original indictment properly alleged overt acts in furtherance of
    a conspiracy taking place within the five-year statute of limitations.
    See 
    id. at 601
    .     A superceding indictment was filed after the
    clerk’s office all occur on the same date.
    In the pending appeal, any gap in this sequence of events that
    might have occurred is without significance.
    -10-
    limitations period had run. See 
    id.
       The Court noted that the bringing
    of the original indictment tolled the statute of limitations “as to
    the charges contained in that indictment.” 
    Id.
        It then held:
    Since the statute stops running with the bringing of the
    first indictment, a superceding indictment brought at any
    time while the first indictment is still validly pending, if
    and only if it does not broaden the charges made in the
    first indictment, cannot be barred by the statute of
    limitations.
    
    Id. at 601-02
    .   Subsequent cases applying Grady have stated that a
    superceding indictment relates back to “a pending timely indictment”
    so long as the superceding indictment does not “materially broaden or
    substantially amend the original charges.” Salmonese, 
    352 F.3d at 622
    (emphasis added); accord United States v. Ben Zvi, 
    242 F.3d 89
    , 98 (2d
    Cir. 2001).
    Thus, Grady and its progeny impose a two-part test for relation
    back of a superceding indictment: the original indictment must be
    validly pending, and the superceding indictment must not materially
    broaden or substantially amend the charges.     Rutkoske contends that
    the indictments fail both prongs of this test.
    Whether Indictment S1 was validly pending.         Rutkoske first
    contends that Indictment S1 was not validly pending because it was
    untimely.   The premise of this argument, not previously considered in
    this Circuit, is that an indictment that is facially valid only
    because of one alleged overt act within the limitations period should
    -11-
    not be considered to have been validly pending under Grady when the
    Government concedes that the overt act did not occur within the
    limitations period.
    There can be no doubt that Indictment S1 was facially timely when
    returned.   It alleged a conspiracy that extended into the limitations
    period and an overt act occurring within that period, unlike the
    initial indictment in Ben Zvi, 
    242 F.3d at 97
    , which alleged no overt
    acts within the limitations period.      Furthermore, had the Government
    proceeded to trial on Indictment S1 and failed to prove that the
    alleged April 9 overt act occurred within the limitations period, it
    could nonetheless have satisfied the statute of limitations by proving
    another overt act within the limitations period, even though the other
    act was not alleged in the indictment.       See Salmonese, 
    352 F.3d at 620
    ; Frank, 
    156 F.3d at 339
    .   Since failure to prove the April 9 overt
    act at trial would not have rendered Indictment S1 dismissable as long
    as a timely act, although uncharged, was proved, it is arguable that
    the Government’s concession in advance of trial should not matter,
    regardless of when the concession was made.        See United States v.
    Smith, 
    197 F.3d 225
    , 228-29 (6th Cir. 1999) (“[A]n original indictment
    remains pending until it is dismissed or until double jeopardy or due
    process would prohibit prosecution under it.”).      Whether or not that
    would be so, we see no basis to deem Indictment S1 untimely on the
    -12-
    facts of this case where the concession did not occur until after the
    return of Indictment S2.                On the day Indictment S2 was returned,
    Indictment S1 was facially timely and validly pending. Nothing in the
    record    suggests         that   the    Government    deliberately       withheld     its
    concession concerning the April 9 overt act until after return of
    Indictment S2.
    Whether     Indictment      S2    impermissibly       broadened    the    charges.
    Rutkoske next argues that even if Indictment S1 was validly pending,
    Indictment S2 impermissibly broadened the scope of the conspiracy.                       A
    superceding indictment containing additional overt acts relates back
    to a previous indictment when the additional overt acts “simply flesh
    out or provide more detail about the originally charged crime without
    materially broadening or amending it.” Salmonese, 
    352 F.3d at 622
    .
    Indictment S2 alleged two new overt acts extending the scope of the
    conspiracy       by    one     week.      This     one-week    extension     cannot     be
    characterized         as   a   material    broadening    of    the     charges    against
    Rutkoske. Cf. United States v. Ratcliff, 
    245 F.3d 1246
    , 1253-54 (11th
    Cir. 2001) (holding that a superceding indictment could not relate
    back   when   it      expanded     the    conspiracy    by    twelve     years   and   ten
    conspirators).         Rutkoske contends that the one-week extension of the
    conspiracy was critically important because its purpose was to save
    the indictment from dismissal.                   This contention simply restates
    -13-
    Rutkoske’s first argument that Indictment S1 was not validly pending
    when Indictment S2 was returned.
    Since Indictment S2 did not materially broaden the scope of the
    conspiracy charge, it related back to Indictment S1 and was therefore
    timely.
    II. Sufficiency of the Evidence
    At trial, the Government based the conspiracy and securities
    fraud charges on theories of both failure to disclose brokers’ profits
    and material misrepresentations.         Rutkoske argues that the evidence
    was insufficient to establish that Lloyd Wade’s brokers had a duty to
    disclose their profits to their customers.         We need not consider this
    argument because, whether or not the omission theory was proved, the
    evidence was sufficient to support the misrepresentation theory, and
    the Supreme Court has held that a verdict should be affirmed when two
    theories of an offense are submitted to the jury and the evidence
    supports one theory but not the other. See Griffin v. United States,
    
    502 U.S. 46
    , 56-60 (1991); see also United States v. Vazquez, 
    85 F.3d 59
    , 60-61 (2d Cir. 1996).         In such cases, courts assume that the
    verdict is based on the valid theory. See, e.g., United States v.
    Skelly, 
    442 F.3d 94
    , 99 n.4 (2d Cir. 2006); see also United States v.
    Washington,   
    861 F.2d 350
    ,    352     (2d   Cir.   1988)   (“[W]here   an
    impermissible basis of conviction arises from an insufficiency of
    -14-
    evidence and a valid basis remains on an alternative theory, a
    defendant must request the trial judge not to submit the invalid basis
    to the jury or else the objection will be deemed waived.”).
    III. The Admission of the Paradise Tan Evidence
    Rutkoske’s final challenge to his conviction concerns the “other
    acts” evidence of his conversations with Bello about Paradise Tan.
    Rule 404(b) of the Federal Rules of Evidence permits the introduction
    of evidence of other acts for the purpose of proving a defendant’s
    knowledge.   Evidence may be introduced under Rule 404(b) if (1) it is
    introduced for a proper purpose, (2) it is relevant to the charged
    offense, (3) its prejudicial effect does not substantially outweigh
    its   probative   value,   and   (4)    it    is   admitted   with   a   limiting
    instruction if requested. See Huddleston v. United States, 
    485 U.S. 681
    , 691-92 (1988); see also United States v. Edwards, 
    342 F.3d 168
    ,
    176 (2d Cir. 2003).    Rutkoske implicitly concedes that the Paradise
    Tan evidence was introduced for the permissible purpose of proving his
    knowledge, and he does not challenge the District Court’s limiting
    instruction.   His arguments are thus confined to the second and third
    elements of Huddleston.
    Relevancy determinations are reviewed for abuse of discretion,
    and the district court is accorded “wide latitude.” United States v.
    Ramirez, 
    894 F.2d 565
    , 569 (2d Cir. 1990).          Relevancy “‘exists only as
    -15-
    a relation between an item of evidence and a matter properly provable
    in the case.’” 
    Id.
     (quoting Huddleston, 
    485 U.S. at 689
     (internal
    quotation marks omitted)).     Rutkoske’s defense at trial was that he
    neither knew nor approved of the fraud in the West Paterson office.
    The Paradise Tan evidence is relevant if it tends to make the
    existence of Rutkoske’s knowledge more probable than it would be
    without the evidence. See Fed. R. Evid. 401.
    Rutkoske presents two arguments pertaining to relevancy.             He
    first argues that he did not discuss improper stock manipulation with
    Bello; he explains that the conversations “led to a host of competing
    inferences, none of which was rendered any more likely than the
    others.” However, as the District Court observed, the Paradise Tan and
    NetBet schemes both “display an effort to manipulate a ‘thinly-traded’
    stock by buying out offers below a predetermined target price and . .
    . required the cooperation of brokers and market-makers, lured by the
    promise   of   personal   financial    gain,   to   carry   out   the   stock
    manipulation.”    Rutkoske,   
    2005 WL 3358596
    ,   at   *2.   Rutkoske’s
    demonstrated understanding of how the Paradise Tan scheme would work
    showed that he was “conversant in the language of stock manipulation,”
    
    id.,
     making it more likely that he understood the role of excessive
    commissions and “taking out” offers in the NetBet scheme.
    Rutkoske primarily contends that the Paradise Tan evidence is
    -16-
    irrelevant because the conversations occurred four years after the
    alleged NetBet scheme. As the District Court recognized, see 
    id.
     at
    *2 n.1, this Court has refused to erect a per se bar to evidence of
    “other acts” occurring after the charged offense. See United States v.
    Germosen, 
    139 F.3d 120
    , 128 (2d Cir. 1998) (allowing evidence of a
    similar scheme perpetrated shortly after the charged offenses to show
    intent); Ramirez, 
    894 F.2d at 569
     (allowing evidence of narcotics
    involvement nine months after the charged offense to show knowledge).
    The courts of appeals mostly agree that the admission of subsequent
    acts under Rule 404(b) is governed by the same four-part test as prior
    acts,     though   some   courts   have     recognized   that   the   temporal
    relationship between the acts may have some bearing on the evidence’s
    probative value. See, e.g., United States v. Anifowoshe, 
    307 F.3d 643
    ,
    647 (7th Cir. 2002) (“The timing of the act is only relevant inasmuch
    as it affects considerations inherent in that test.”); United States
    v. Latney, 
    108 F.3d 1446
    , 1449 (D.C. Cir. 1997) (declining to adopt a
    special rule for subsequent acts but observing that “the strength of
    the evidence is a different matter than its relevancy”).3
    3
    Rutkoske cites a Third Circuit case stating that “[t]he logic of
    showing prior intent or knowledge by proof of subsequent activity
    escapes us,” United States v. Boyd, 
    595 F.2d 120
    , 126 (3d Cir. 1978),
    but the Third Circuit arguably has retreated from that position, see
    -17-
    In light of the similarity between the NetBet and Paradise Tan
    schemes,   the    District      Court   did      not   exceed   its   discretion    in
    determining      that   the    Paradise    Tan    conversations       were   relevant,
    notwithstanding the fact that they took place four years after the
    charged conspiracy.           Moreover, the District Court conscientiously
    reviewed the Rule 403 factors and concluded that, if Rutkoske argued
    a lack of knowledge at trial, which he did, the probative value of the
    other acts evidence would “greatly increase[], such that the balance
    under Rule 403 would shift considerably in favor of admissibility.”
    Rutkoske, 
    2005 WL 3358596
    , at *2.
    IV. The Reasonableness of the Sentence
    Rutkoske contends that his sentence was unreasonable because (1)
    the District Judge did not properly determine the amount of the
    shareholders’ loss, a key component of selecting the appropriate
    Guidelines sentencing range, and (2) the District Judge accorded that
    United States v. Echeverri, 
    854 F.2d 638
    , 645 (3d Cir. 1988) (“We do
    not dispute that there may be cases in which evidence of subsequent
    wrongful acts may properly be admitted under Rule 404(b).”). Citing
    Boyd, the Sixth Circuit has said that “rarely will an event that
    occurred subsequent to the charged crime be probative of motive,
    knowledge, or intent.” United States v. Cowart, 
    90 F.3d 154
    , 158 (6th
    Cir. 1996).
    -18-
    range a presumption of reasonableness.
    The loss calculation.          Despite the Supreme Court’s decision in
    United States v. Booker, 
    543 U.S. 220
     (2005), rendering the Guidelines
    advisory,    a    sentencing       court    remains     obliged     to    determine     the
    appropriate Guidelines range and then decide whether to impose a
    sentence within that range.               See United States v. Crosby, 
    397 F.3d 103
    , 113 (2d Cir. 2005).                  For offenses like Rutkoske’s, a key
    component of the Guidelines calculation is the amount of loss caused
    by the wrongful conduct. See U.S.S.G. § 2F1.1(b)(1).                       The District
    Judge determined the loss to be $12,057,928 and used that amount to
    increase Rutkoske’s Guidelines range by 15 levels, the enhancement
    prescribed       for   a    loss     of    more    than     $10    million,       see   id.
    § 2F1.1(b)(1)(P).          This increase added 87 months to the minimum
    sentencing range.          The Judge also ordered restitution for the same
    amount.
    The   Guidelines      state    that    “[t]he      court    need    only    make   a
    reasonable estimate of the loss, given the available information.” Id.
    § 2F1.1 cmt. n.9.      Nevertheless, a court of appeals must “determine[]
    whether the trial court’s method of calculating the amount of loss was
    legally acceptable.” United States v. Olis, 
    429 F.3d 540
    , 545 (5th
    Cir.   2005).      Judge     Casey’s      method   in     this    case,   following     the
    Government’s expert witness, was to take the losses sustained by Lloyd
    -19-
    Wade customers in NetBet stock as a result of their purchases and
    sales between January 1997 and July 29, 1999, and, as to unsold
    shares, use the difference between purchase price and value on July
    29, 1999.    That date was the last date for which the parties had “blue
    sheets,”    reporting    forms       for   market    makers.    That    date    had   no
    particular relevance to the offense conduct, and in fact was three
    months    after   the   end     of   the   charged    conspiracy.        This    method
    implicitly attributed the total amount of the decline in the value of
    NetBet shares to Rutkoske’s offense conduct.
    We recently considered the calculation of loss in a criminal
    stock fraud case in United States v. Ebbers, 
    458 F.3d 110
     (2d Cir.
    2006).      In Ebbers, we acknowledged the complexities inherent in
    calculating the loss amount but emphasized that “[t]he loss must be
    the result of the fraud.” 
    Id. at 128
    .                  Many factors may cause a
    decline    in   share   price    between     the    time   of   the    fraud    and   the
    revelation of the fraud. See 
    id.
               In such cases, “[l]osses from causes
    other than the fraud must be excluded from the loss calculation.” 
    Id.
    In Ebbers, however, the total loss was so massive that the loss
    enhancement would have remained the same had the district court taken
    into account other causes of the price decline, and remand was
    therefore unnecessary. See 
    id.
    The Fifth Circuit, in a case cited approvingly in Ebbers, 458
    -20-
    F.3d at 128, looked to principles governing recovery of damages in
    civil securities fraud cases for guidance in calculating the loss
    amount for a Guidelines enhancement. See Olis, 
    429 F.3d at 546
    .
    Applying the teaching of the Supreme Court in Dura Pharmaceuticals,
    Inc. v. Broudo, 
    544 U.S. 336
     (2005), the Fifth Circuit stated that
    “there is no loss attributable to a misrepresentation unless and until
    the   truth   is   subsequently     revealed     and    the    price    of   the   stock
    accordingly declines” and that the portion of a price decline caused
    by other factors must be excluded from the loss calculation. See Olis,
    
    429 F.3d at 546
    ; see also United States v. Zolp, 
    479 F.3d 715
    , 719
    (9th Cir. 2007) (“[T]he court must disentangle the underlying value of
    the stock, inflation of that value due to the fraud, and either
    inflation or deflation of that value due to unrelated causes.”).
    Dura Pharmaceuticals, on which the Fifth Circuit relied, provides
    useful   guidance.        There,    the    Supreme     Court   rejected      the   Ninth
    Circuit’s “inflated purchase price” theory of loss causation, which
    held that plaintiffs in a civil stock fraud case could establish loss
    causation simply by showing that the purchase price was inflated
    because of the defendants’ misrepresentation.                  See 
    544 U.S. at 340
    .
    In    rejecting    this   theory,    the    Court    observed    that    although     an
    artificially inflated price might cause an investor’s loss when the
    investor sells his shares “after the truth makes its way into the
    -21-
    market place,” 
    id. at 342
    , other factors, such as changed economic
    conditions, might also contribute to a stock’s decline in price, see
    
    id. at 343
    , and a plaintiff must prove that the misrepresentation
    proximately caused the economic loss, see 
    id. at 346
    .
    The Government contends that the principles set forth in Dura
    Pharmaceuticals, a civil case, should not apply to loss calculation in
    a criminal case.        The dicta in Ebbers strongly undermines that
    position.     Moreover, we see no reason why considerations relevant to
    loss causation in a civil fraud case should not apply, at least as
    strongly, to a sentencing regime in which the amount of loss caused by
    a fraud is a critical determinant of the length of a defendant’s
    sentence.
    Determining   the   extent    to    which    a   defendant’s    fraud,    as
    distinguished from market or other forces, caused shareholders’ losses
    inevitably cannot be an exact science. See Ebbers, 
    458 F.3d at 127
    (“no   easy   task”).      The   Guidelines’      allowance   of   a   “reasonable
    estimate” of loss remains pertinent.              And cases might arise where
    share price drops so quickly and so extensively immediately upon
    disclosure of a fraud that the difference between pre- and post-
    disclosure share prices is a reasonable estimate of loss caused by the
    fraud.    Even there, however, a coincidentally precipitous decline in
    shares   of   comparable    companies     would    merit   consideration.       For
    -22-
    example, a fraud disclosed just as the dot-com bubble burst might
    cause most, but not necessarily all, of the decline in previously
    high-flying technology stocks.      Normally, expert opinion and some
    consideration of the market in general and relevant segments in
    particular will enable a sentencing judge to approximate the extent of
    loss caused by a defendant’s fraud.
    The Government contends that it satisfied whatever obligations
    Dura Pharmaceuticals, Ebbers, and Olis impose by showing that NetBet
    shares traded in a “thin” market and that “the scheme unraveled, and
    the price of NetBet stock plummeted.” However, a “thin” market does
    not preclude the effect of market forces, although it may minimize
    them,4 and the Government’s expert linked the low share price of his
    calculation to an arbitrary date representing the end of available
    blue sheet data, rather than the date of disclosure of the fraud.   The
    Government provides no record citation to any particular date to
    support its generalized claim that the scheme “unraveled.”
    The District Court’s basic failure at least to approximate the
    amount of the loss caused by the fraud without even considering other
    4
    The record does not suggest that the District Court understood
    Lloyd Wade to have “promoted worthless stock in worthless companies,”
    which would justify attributing the entire loss amount to Rutkoske’s
    fraud. See Olis, 
    429 F.3d at 546
    .
    -23-
    factors relevant to a decline in NetBet share price requires a remand
    to redetermine the amount of the loss, both for purposes of the
    sentence and restitution.
    The     claimed   presumption   concerning   the   Guidelines   range.
    Rutkoske also contends that the District Judge improperly accorded the
    applicable Guidelines range a presumption of reasonableness.           This
    claim raises an issue similar to the issue of whether a court of
    appeals should accord a presumption of reasonableness to a sentence
    that is within the applicable Guidelines range.5        However, the claims
    are not identical.     The appellate review issue concerns the use of a
    presumption in assessing the reasonableness of a particular sentence
    selected from within the applicable range.        Rutkoske’s claim is that
    the District Judge presumed that he should use the applicable range to
    define the limits of his sentence rather than use his post-Booker
    5
    On this appellate review issue, the Supreme Court has ruled that
    a court of appeals “may apply a presumption of reasonableness to a
    district court sentence that reflects a proper application of the
    Sentencing Guidelines,” Rita v. United States, 
    127 S. Ct. 2456
    , 2462
    (2007) (emphasis added), while recognizing that several circuits
    reject such a presumption, see 
    id.
         This Circuit has declined to apply
    such a presumption. See United States v. Fernandez, 
    443 F.3d 19
    , 27
    (2d Cir. 2006).
    -24-
    discretion to impose a non-Guidelines sentence.               Rutkoske’s claim is
    also similar to the claim that a sentencing judge erred in imposing a
    sentence within the applicable Guidelines range rather than exercising
    discretion to make a departure below the range.6
    We need not resolve the presumption issue that Rutkoske endeavors
    to   present    because    Judge   Casey   accorded     no    presumption   to    the
    applicable sentencing range.           He merely stated that “the federal
    sentencing guidelines have been developed to take into consideration
    the other factors of Title 18 United States Code 3553(a).”                       This
    statement      was   entirely    consistent    with   this    Court’s   post-Booker
    observation that the Guidelines “are the only integration of the
    multiple factors” in 
    18 U.S.C. § 3553
    (a). United States v. Rattoballi,
    
    452 F.3d 127
    , 133 (2d Cir. 2006) (internal quotation marks omitted).
    And the District Judge explicitly recognized that the Guidelines are
    not binding.
    Conclusion
    The     conviction    is     affirmed;    the    case     is   remanded     for
    resentencing.
    6
    We regularly reject that claim in the absence of any indication
    that the sentencing judge was unaware of departure authority. See,
    e.g., United States v. Valdez, 
    426 F.3d 178
    , 184 (2d Cir. 2005);
    United States v. Galvez-Falconi, 
    174 F.3d 255
    , 257 (2d Cir. 1999).
    -25-