OPINION AND ORDER
I. INTRODUCTION
Before the Court is plaintiffs’ motion for class certification pursuant to Federal Rule of Civil Procedure 23. Plaintiffs bring claims for violations of section 10(b) of the Securities Exchange Act of 1934 (“Exchange Act”) and Rule 10b-5 promulgated thereunder against two corporate defendants — Barclays PLC and Barclays Capital Inc. (collectively “Barclays”) — and one individual defendant-William White.
The misstatements remaining in the case concern the operation of Barclays’ “dark pool,” known as Barclays’ Liquidity Cross or LX, a prívate trading venue where investors can trade stocks with near anonymity. For example, “White attributed [LX’s] growth to Barclays’ commitment to being transparent about how Barclays operates, how Barclays routes client orders, and the kinds of coun-terparties traders can expect to deal with when trading in the dark pool.”
The putative class consists of all persons and entities who purchased Barclays ADS between August 2, 2011 and June 25, 2014 and were allegedly damaged thereby. To be certified, a putative class must demonstrate that it satisfies all four of the requirements of Rule 23(a) and one of the categories of Rule 23(b) of the Federal Rules of Civil Procedure. In this ease, plaintiffs seek certification based on Rule 23(b)(3). For the following reasons, plaintiffs’ motion for class certification is GRANTED.
II. LEGAL STANDARD
“Rule 23 does not set forth a mere pleading standard. A party seeking class certification must affirmatively demonstrate [its] compliance with the Rule — that is, [it] must be prepared to prove that there are in fact sufficiently numerous parties, common questions of law or fact, etc.”
The matters pertinent to these findings include the class members’ interests in individually controlling the prosecution or defense of separate actions; the extent and nature of any litigation concerning the controversy already begun by or against class members; the desirability or undesirability of concentrating the litigation of the claims in the particular forum; and the likely difficulties in managing a class action.10
The predominance inquiry focuses on whether “a proposed class is ’sufficiently cohesive to warrant adjudication by representation.’”
“Considering whether ’questions of law or fact common to class members predominate’ begins, of course, with the elements of the underlying cause of action.”
Defendants opposing class certification often challenge a plaintiffs claim of reliance.
Comcast [ ] did not hold that a class cannot be certified under Rule 23(b)(3) simply because damages cannot be measured on a classwide basis. Comcast’s holding was narrower. Comcast held that a model for determining classwide damages relied upon to certify a class under Rule 23(b)(3) must actually measure damages that result from the class’s asserted theory of injury; but the Court did not hold that proponents of class certification must rely upon a elasswide damages model to demonstrate predominance.
To be sure, Comcast reiterated that damages questions should be considered at the certification stage when weighing predominance issues, but this requirement is entirely consistent with our prior holding that “the fact that damages may have to be ascertained on an individual basis is ... a factor that we must consider in deciding whether issues susceptible to generalized proof ’outweigh’ individual issues.” McLaughlin [v. American Tobacco Co.], 522 F.3d [215,] 231 [2d Cir.2008]. The Supreme Court did not foreclose the possibility of class certification under Rule 23(b)(3) in cases involving individualized damages calculations.22
Thus, “[pjredominance is satisfied if resolution of some of the legal or factual questions that qualify each class member’s case as a genuine controversy can be achieved through generalized proof, and if these particular issues are more substantial than the issues subject only to individualized proof.”
III. APPLICABLE LAW
A. The Presumption of Reliance for Omissions
The Supreme Court has held that a presumption of reliance may apply in section 10(b) cases in which plaintiffs have alleged that defendants failed to disclose information. In Affiliated Ute Citizens of the State of Utah v. United States, the Court held that where a plaintiffs fraud claims are based on omissions, reliance may be satisfied so long as the plaintiff shows that defendants had an
B. The Presumption of Reliance for Misrepresentations
1. The Basic Presumption
The Supreme Court has also held that a presumption of reliance may apply in section 10(b) cases in which plaintiffs have alleged that defendants made fraudulent misrepresentations. In Basic v. Levinson, the Supreme Court recognized that plaintiffs are typically entitled to a rebuttable presumption based on the “fraud-on-the-market” theory.
2. The Basic Presumption at Class Certification
The Basic presumption does not relieve plaintiffs of the burden of proving predominance under Rule 23(b)(3).
Halliburton II held that defendants may submit price impact evidence prior to class certification for the purpose of rebutting the Basic presumption. This is because “an indirect proxy should not preclude direct evidence when such evidence is available.”
3.Market Efficiency
Under Basic and its progeny, a market is efficient when the prices of securities
4. Proving Market Efficiency
In an efficient market there are “[l]arge numbers of rational and intelligent investors,” and “[i]mportant current information” that is “almost freely available to all participants ... .”
In Cammer v. Bloom, the court enumerated five factors that are frequently used to determine whether a market is efficient
a.Average Weekly Trading Volume
High volume suggests efficiency “because it implies significant investor interest in the company. Such interest, in turn, implies a likelihood that many investors are executing trades on the basis of newly available or disseminated corporate information.”
b.Number of Securities Analysts
Cammer recognizes that a stock covered by a “significant number of analysts” is more likely to be efficient because such coverage implies that investment professionals are following the company and making buy/sell recommendations to investors.
c.Existence of Market Makers and Arbitrageurs
Cammer explained that “[t]he existence of market makers and arbitrageurs would ensure completion of the market mechanism; these individuals would react swiftly to company news and reported financial results by buying or selling stock and driving it to a changed price level.”
d.Eligibility to File Form S-3
The SEC permits a company to file Form S-3 when, in the SEC’s judgment, the market for shares in the company is reasonably efficient at processing information.
e.Cammer 5
Cammer 5 — empirical evidence of price changes in response to unexpected information — is often highly probative of efficiency.
Cammer 5 is often proven with an event study. An event study is “a statistical regression analysis that examines the effect of an event ... on a dependent variable, such as a company’s stock price.”
Performing the third step, “requires the expert to isolate the effect of the event from other market, industry, or company-specific factors simultaneously affecting the company’s stock price.”
[A]n event study is similar to a medical experiment in which there is a control group and a treatment group. The control group provides the benchmark against which the treatment group is compared to determine if the event being studied had any effect. In a securities setting, the control group is established by modeling the normal relationship of a stock’s price movements to movements of a market and/or industry index. The difference between the stock price movement we actually observe and the movement we expected to observe (i,e. the difference between the treatment and the control group) that occurs upon the release of a particular piece of information is called the excess price movement of the stock at the time of the event. This excess price movement is tested for statistical significance to see whether the result is unusual or unlikely to be explained by the normal random variations of the stock price.62
In most scientific work, the level needed to obtain a statistically significant result is set at a five percent level of confidence, which means that there is no more than a five percent chance that the observed relationship is purely random.
f. Other Factors
The markets for companies with higher market capitalizations and shares with a smaller bid-ask spread are more likely to be efficient.
In addition, some courts have held that if “’a security is listed on the NYSE ... or a similar national market, the market for that security is [often] presumed to be efficient.”’
In unusual circumstances, courts in this Circuit have found that securities traded on major exchanges are not traded on an efficient market.
IV. DISCUSSION
In order to meet the Rule 23(b)(3) requirement that common issues predominate, plaintiffs must establish reliance on a class-wide basis.
A. The Affiliated Ute Presumption of Reliance Applies
Plaintiffs are entitled to the Affiliated Ute presumption. Defendants contend that the Affiliated Ute presumption of reliance only applies to cases “primarily involving omissions.”
However, a case could be made that it is the material omissions, not the affirmative statements, that are the heart of this case.
Defendants argue that the Affiliated Ute presumption does not apply for the additional reason that defendants did not have a duty to disclose that they “were engaged in illegal conduct.”
B. Plaintiffs Are Entitled to the Basic Presumption of Reliance 1. The Market for Barclays ADS Was Efficient
Of the four requisites to invoking the Basic presumption — publicity, materiality, market efficiency, and market timing— only market efficiency is at issue. Defendants concede that plaintiffs have established four of the five Gammer factors and all three
As a threshold matter, the Second Circuit has never adopted a definitive test for market efficiency and explicitly declined to do so in Teamsters Local 445 Fright Division Pension Fund v. Bombardier.
Furthermore, requiring a plaintiff to submit proof of market reactions — and to do so with an event study — ignores Supreme Court precedent as well as practical considerations. Event studies test for a degree of efficiency that may not be required. In Halliburton II, the Supreme Court reaffirmed that the fraud on the market presumption is based “on the fairly modest premise” that “market professionals generally consider most publicly announced material statements about companies, thereby affecting stock market prices.”
In academic research, event studies are almost exclusively conducted across a large swath of firms.
[i]n a sample size of twenty-five companies, the probabilities of detecting an abnormal return (or an effect on the stock price) of 0.5%, 1% and 2% is 24%, 71% and 100% respectively. But if the sample size is increased to 100 companies, the probabilities of detecting an abnormal return of 0.5%, 1%, and 2% is 71%, 94%, and 100% respectively. Thus, there is significant difference in detecting an abnormal return, or effect on the stock price, depending on the size of the event study.97
A further problem is that in any particular case it may not be possible to conduct an event study that looks at the relationship between the stock price and unexpected news. For example, there may only be a few — or perhaps no — unexpected events in a given class period that can be tested.
For all these reasons, a plaintiff attempting to demonstrate market efficiency through an event study will often face an onerous task, whether or not the market is efficient. However, indirect evidence of market efficiency — including that a stock trades in high volumes on a large national market and is followed by a large number of analysts — will typically be sufficient to satisfy the Basic presumption on class certification.
Having considered the parties’ arguments and evidence,
2. Defendants Have Not Rebutted the Basic Presumption
In Halliburton II, the Supreme Court recognized that “defendants should at least be allowed to defeat the [Basic] presumption at the class certification stage through evidence that the misrepresentation did not in fact affect the stock price.”
Suppose a defendant at the certification stage submits an event study looking at the impact on the price of its stock from six discrete events, in an effort to refute the plaintiffs’ claim of general market efficiency. All agree the defendant may do this. Suppose one of the six events is the specific misrepresentation asserted by the plaintiffs. All agree that this too is perfectly acceptable. Now suppose the district court determines that, despite the defendant’s study, the plaintiff has carried its burden to prove market efficiency, but that the evidence shows no price impact with respect to the specific misrepresentation challenged in the suit. The evidence at the certification stage thus shows an efficient market, on which the alleged misrepresentation had no price impact. And yet under EPJ Fund’s view, the plaintiffs’ action should be certified and proceed as a class action (with all that entails), even though the fraud-on-the-market theory does not apply and common reliance thus cannot be presumed.
*324 Such a result is inconsistent with Basic’s own logic. Under Basic’s fraud-on-the-market theory, market efficiency and the other prerequisites for invoking the presumption constitute an indirect way of showing price impact. As explained, it is appropriate to allow plaintiffs to rely on this indirect proxy for price impact, rather than requiring them to prove price impact directly, given Basic’s rationales for recognizing a presumption of reliance in the first place.107
Thus, Halliburton II permits a defendant to attempt to rebut the Basic presumption at class certification. However, having this right does not mean that it is easily done, which is why some have recognized that Halliburton ITs holding will not ordinarily present a serious obstacle to class certification.
The notable exception is the district court’s decision on remand from Halliburton II, in which the district court held that the presumption had been rebutted as to certain misstatements.
Halliburton [did] not [meet] its burden of showing lack of price impact with respect to the announcement of the Baltimore verdict on December 7th. Although the Court finds that at least some of Halliburton’s stock price decline on that date is likely attributable to uncertainty in the asbestos environment that also impacted other companies with asbestos exposure, Halliburton has not demonstrated that uncertainty caused the entirety of Halliburton’s substantial price decline.116
By contrast to the proof submitted on remand in Halliburton, the defendants in the instant case have not submitted an event study — either analyzing the price impact on the date of the misstatements or on the corrective disclosure date — to prove lack of price impact. Nonetheless, they argue that they have established lack of price impact. Defendants first note that the regression analysis performed by plaintiffs expert, Dr. Nye, does not show a statistically significant increase in the price of Barclays ADS on any of the alleged misstatement dates.
Defendants contend, however, that plaintiffs’ theory of the case is inconsistent with the price maintenance theory. This argument has two prongs. The first is that Dr. Nye apparently believes that the inflation maintained by misstatements about LX made during the Class Period entered the stock price prior to the beginning of the Class Period.
However, these arguments do not foreclose plaintiffs’ reliance on the price maintenance theory. First, the price maintenance theory does not require inflation in the stock price prior to the date of a misstatement. When an omission or misrepresentation prevents a non-inflated price from falling, that omission or misrepresentation introduces inflation into the stock.
Furthermore, the allegations in the Second Amended Complaint do not depend on the existence of inflation in the stock price prior to the start of the Class Period. According to plaintiffs, “[defendants’ false and misleading statements regarding Barclays’ transparency and safeguards maintained the price of Bar-clays’ securities at levels that reflected investor confidence in the integrity of the Company.”
Defendants also attempt to prove lack of price impact by reference to the price change on the corrective disclosure date. To succeed, defendants must prove by a preponderance of the evidence that the price drop on the corrective disclosure date was not due to the alleged fraud. Defendants attempt to do this by focusing on Dr. Nye’s testimony and expert report. Again, they do not offer their own regression analysis to show that the price drop on the corrective disclosure date was not due to the alleged fraud.
Defendants’ argument has two parts. The first is that Dr. Nye agrees that the disclosure of a government investigation can, by itself, result in a statistically significant decline in the price of a security. Defendants thus suggest that because the disclosure in this case was in the context of the NYAG lawsuit, plaintiffs have not demonstrated that the misstatements themselves caused part of the price decline.
While defendants’ arguments suggest that the post-disclosure price movement does not support a strong inference or provide compelling evidence of price impact, they have not met their burden of proving lack of price impact. The fact that other factors contributed to the price decline does not establish by a preponderance of the evidence that the drop in the price of Barclays ADS was not caused at least in part by the disclosure of the fraud at LX.
C. Individualized Damages Issues Will Not Predominate
Comcast Corp. v. Behrend held that a model for determining damages must “measure damages resulting from the class’s asserted theory of damages.”
Plaintiffs intend to use an event study and the constant dollar method to calculate damages. The proposed methodology fits their theory of the case and individualized damages issues will not predominate.
Defendants contend that the Class Period should be defined to begin no earlier than February 24, 2013. According to defendants, the April 2015 Order held that only misstatements that were made after Barclays’ June 27, 2012 LIBOR-related settlement are material.
District courts are “empowered to carve out any appropriate class”
In addition, I am satisfied that plaintiffs’ allegations are consistent with material misrepresentations occurring prior to June 2012.
E. Appointment of Class Counsel Under Rule 23(g)
Lead Plaintiffs have retained Pom-erantz LLP to represent them and the proposed Class in this matter. The Pomerantz firm has litigated securities fraud cases under federal and state laws for seventy-five years, on behalf of institutional and individual investors in both class and individual actions. Courts in this Circuit have previously approved the Pomerantz firm as lead plaintiffs’ counsel in securities class actions on a number of occasions.
y. CONCLUSION
For the foregoing reasons, plaintiffs’ motion is GRANTED. The following Class is certified pursuant to Rule 23(a) and (b)(3):
All purchasers of Barclays American Depositary Shares during the period from August 2, 2011 through and including June 25, 2014, excluding Defendants, officers and directors of Barclays, members of their immediate families and their legal representatives, heirs, successors or as*329 signs, and any entity in which Defendants have or had a controlling interest.
Lead Plaintiffs Mohit Sahni and Joseph Wag-goner are appointed as Class Representatives, and Pomerantz LLP is appointed as Lead Counsel. The Clerk of the Court is directed to close this motion (Docket Nos. 50 and 55).
SO ORDERED.
Notes
. In addition, plaintiffs bring claims under section 20(a) of the Exchange Act against individual defendants White, Robert Diamond, and Antony Jenkins.
. See Strougo v. Barclays PLC,
. See id. at 336.
. See Complaint ¶ 61.
. See id. ¶¶ 85-88, 104-112.
. See id. ¶ 5.
. See id. ¶ 6.
. Rule 23(a) requires that the class be so numerous that joinder of all members is impracticable, there are questions of law or fact common to the class, the claims or defenses of the representative parties are typical of the claims or defenses of the class, and the representative parties will fairly and adequately protect the interests of the class. There is no dispute that plaintiffs have satisfied these requirements, and after careful review of the record I find that each has been satisfied. Thus, under Rule 23(a)(4), Lead Plaintiffs Mohit Sahni and Joseph Waggoner are appointed as Class Representatives.
. Wal-Mart Stores, Inc. v. Dukes,
. Fed. R. Civ. P. 23(b)(3)(A)-(D).
. Amgen Inc. v. Connecticut Ret. Plans & Tr. Funds, — U.S. -,
. In re Nassau County Strip Search Cases,
. Catholic Healthcare W. v. U.S. Foodservice Inc. (In re U.S. Foodservice Inc. Pricing Litig.),
. Brown v. Kelly,
. Erica P. John Fund, Inc. v. Halliburton Co.,
. Stoneridge Inv. Partners, LLC v. Scientific-Atlanta, Inc.,
. Reliance is typically the only ground on which to challenge predominance because section 10(b) claims will almost always arise from a common nucleus of facts surrounding the fraudulent misrepresentation of material facts and the causal relationship between the correction of that misrepresentation and the price of the security.
. See Halliburton I,
. See Basic Inc. v. Levinson,
. See, e.g., In re Fogarazzo v. Lehman Bros., Inc.,
. — U.S. -,
. Roach v. T.L. Cannon Corp.,
. Id. at 405 (internal quotation marks omitted).
. Id. (internal quotation marks omitted).
. In this section, I incorporate without citation large portions of my opinion in Carpenters Pension Trust Fund of St. Louis v. Barclays PLC,
. See
. See, e.g., In re Initial Pub. Offering Sec. Litig., 260 F.R.D. 81, 93 (S.D.N.Y.2009).
. See
. Halliburton Co. v. Erica P. John Fund, Inc., — U.S. —,
. See id. (citing Basic,
. See id. at 2412.
. See id. However, in Amgen Inc. v. Connecticut Retirement Plans and Trust Funds, the Supreme Court held that materiality does not need to be proven before a class can be certified, but is instead left to be addressed at the merits stage. See
. Halliburton II,
. Id. (quotation marks, alterations, and citations omitted).
. See id. at 2414-15.
. See Halliburton I,
. Halliburton II,
. Id. at 2415-16 (internal quotation marks and alterations omitted).
. See Halliburton II,
. See Halliburton II,
. Id. at 2410 (quoting Basic,
. Local 703, I.B. of T. Grocery & Food Emps. Welfare Fund v. Regions Fin. Corp.,
. Halliburton II,
. Paolo Cioppa, The Efficient Capital Market Hypothesis Revisited; Implications of the Economic Model for the United States Regulator, 5 Global Jurist Advances 1, 5-6 (2005). The first component does not require that all investors be rational and intelligent, merely that there be enough rational, intelligent investors to outweigh any irrational actions. See id. at 5.
. See
. See generally Cioppa, 5 Global Jurist Advances at 28 ("The SEC’s three tiered system recognized that markets for different securities in the United States are efficient to different degrees. Essentially, moving from the SI filers to the S3 filers, the more widely traded and followed the issuing company and the longer it has traded, the more efficient the market for it and the less informa- ‘ tion it must disclose in its registration statements.”).
. See
. See id.
. See id.
. Cammer,
. See id. (citing Bromberg & Lowenfels, 4 Securities Fraud and Commodities Fraud § 8.6 (Aug. 1988)).
. Id.
. Id. at 1286-87.
. Krogman, 202 F.R.D. at 476 (quoting O’Neil v. Appel,
. See Dr. Allen Michel et al., 24 Am. Bankr. Inst. J. 58, 60 (2005) (citing Brad Barber et al., The Fraud-on-the-Market Theory and the Indicators of Common Stocks' Efficiency, 19 J. Corp. L. 285, 286 (1994)).
. See Cammer,
. Id. (quoting SEC Securities Act Release No. 6331, 46 Fed. Reg. 41,902 (1981) (emphasis in original)).
. See id. at 1287 (stating that "it would be helpful to a plaintiff seeking to allege an efficient market to allege empirical facts showing a cause and effect relationship between unexpected corporate events or financial releases and an immediate response in the stock price” and noting that this factor is "the essence of an efficient market and the foundation for the fraud on the market theory”).
. Michael J. Kaufman & John M. Wunderlich, Regressing: The Troubling Dispositive Role of Event Studies in Securities Fraud Litigation, 15 Stan. J. L. Bus. & Fin. 183, 190 (2009) (internal quotation marks omitted).
. Id. at 192.
. Id. at 193 (internal quotation marks omitted).
. Id. at 193-94 (internal quotation marks omitted). Accord In re Federal Home Mortg. Corp. (Freddie Mac) Sec. Litig.,
. See Krogman,
. See id.
. Arbitrageurs correct put-call disparities by engaging in short-sales. When short-selling bans restrict an arbitrageur’s ability to exploit put-call disparities, these constraints may cause the stock to be overpriced. Thus, short-selling constraints may result in inefficiency.
. See generally Eugene F. Fama and Kenneth R. French, Permanent and Temporary Components of Stock Prices, 96 Journal of Political Economy 2 (1988).
. Wagner v. Barrick Gold Corp.,
. See Lapin v. Goldman Sachs & Co.,
. See In re DVI, Inc. Sec. Litig.,
. See generally IBEW Local 90 Pension Fund v. Deutsche Bank AG, No. 11 Civ. 4209,
. See
. In re Computer Sci. Corp. Sec. Litig.,
. See Halliburton II,
. Defendants’ Memorandum of Law in Opposition to Plaintiffs’ Motion for Class Certification ("Def. Opp.”), at 7 n.8 (citing Affiliated Ute,
. Id.
. Under Rule 10b-5 it is unlawful ”[t]o make any untrue statement of a material fact or to omit to state a material fact necessary in order to make the statements made, in the light of the circumstances under which they were made, not misleading _” 17 C.F.R. § 240.10b-5. Thus, omissions cases include statements.
. Strougo,
. See Strougo,
. Dodona I, LLC v. Goldman, Sachs & Co.,
. Tr. at 14:13-20 [Jeffrey T. Scott, defendants’ attorney] ("With respect to this duty of disclosure, there is no such thing. We addressed this in Carpenters. In that case, they argued we had a duty to disclose that we were engaged in LIBOR manipulation and tell the world we were engaged in illegal conduct. Second Circuit precedent says a bank doesn’t — or a company doesn't have an obligation to disclose it’s engaged in wrongful conduct. So that is not a claim that is in the case.’’).
. In re Sanofi Sec. Litig., — F.Supp.3d —, —,
. See, e.g., Def. Opp. at 17-20; 11/5/15 Hearing Transcript ("Tr.”) at 23:8-17 [Jeffrey T. Scott, defendants' attorney] (“[Defendants’] arguments on efficiency are based on the fact that [plaintiffs] haven't shown cause and effect If you don't show cause and effect, it is really hard to show that for that particular stock, new material information was impounded into the stock price. And [the] report [of plaintiffs’ expert, Dr. Zachary Nye, Ph.D.,] is flawed from top to bottom. It is not consistent with the standards used in the field of economics. It wouldn't be accepted in a peer-reviewed journal. Frankly, that evidence shouldn't even come in with respect to efficiency. That is why we argue there is no evidence of cause and effect here.”). Although defendants argue that Dr. Nye's report should not come in as evidence, defendants have not made a motion to exclude his report pursuant to Federal Rule of Evidence 702 and Daubert v. Merrell Dow Pharms., Inc.,
. See Def. Opp. at 18 (“Although this Court found in Carpenters that, in the ordinary case of a high volume stock followed by a large number of analysts and traded on a national exchange, Cammer factor five is not dispositive, Barclays respectfully submits that proof of a cause and effect relationship between unexpected, material disclosures and changes in a defendant's stock price is necessary to prove market efficiency, and that, for the reasons set forth below, Plaintiffs have failed to meet that burden.”) (internal quotation marks and citations omitted). While Carpenters also concerned Barclays ADS, the class period in that case was from July 10, 2007 to June 27, 2012, as compared with the minimally overlapping period of August 2, 2011 through June 25, 2014 in the present case,
. See Carpenters,
. See Forsta AP-Fonden v. St. Jude Med., Inc.,
. See
. See In re PolyMedica Corp. Sec. Litig.,
. Not even the Cammer court considered the fifth factor necessary, stating only that "it would be helpful to a plaintiff seeking to allege an efficient market ....” Cammer,
. Billhofer v. Flamel Techs., S.A.,
. See Winstar Commc’ns Sec. Litig.,
. Halliburton II,
. Id.
. Sanjai Bhagat & Roberta Romano, Event Studies and the Law: Part I: Technique and Corporate Litigation, 4 Am. L. & Econ. Rev. 141, 142 (2002).
. See Alón Brav and J.B. Heaton, Event Studies in Securities Litigation: Low Power, Confounding Effects, and Bias at 3 ("Importing a methodology that economists developed for use with multiple firms into a single firm context creates three substantial difficulties: low statistical power, confounding effects, and bias.”).
. See Bhagat & Romano, 4 Am. L. & Econ. Rev. at 149 ("An important question is can an event study be conducted with just one firm, that is, is a sample size of one acceptable? This question is especially relevant in court cases or regulatory injunctions involving only one firm. Conceptually, a sample of one is a rather small sample but this by itself does not invalidate the event study methodology. However, the statistical power
. Id. at 148.
. Kaufman & Wunderlich, 15 Stan. J. L. Bus. & Fin. at 232-33.
. See Regions Fin. Corp.,
. It is true that different event study methodologies may be used in the absence of unexpected news. In Freddie Mac the methodology was simply to look at news days versus non-news days and to determine whether there were substantially more statistically significant returns on news days than non-news days. See
. See Bhagat & Romano, 4 Am. L. & Econ. Rev. at 148.
. See, e.g., Regions Fin. Corp.,
.See Memorandum of Law in Support of Plaintiffs' Motion for Class Certification ("Pi. Mem.”), at 13-22; 7/24/15 Expert Report of Zachary Nye, Ph.D. (“Nye Report”) ¶¶ 12-73; Def. Opp. at 17-20; 9/11/15 Declaration of Christopher M. James Ph.D., defendants’ expert, at 8-27.
. See Nye Report ¶ 31 (explaining that the average weekly share trading volume as a percentage of shares outstanding, excluding weeks not entirely contained within the Class Period, was 17.7% for Barclays ADS, and therefore the average weekly reported trading volume for Bar-clays stock exceeds the 2% strong presumption of market efficiency described in Cammer).
. See id. ¶¶ 37-40 (explaining that over seven hundred analyst reports for Barclays were issued during the Class Period; information pertinent to Barclays was also disseminated to investors via media coverage, investor conferences, trade magazines, public presentations by Barclays, and SEC filings; and that the amount of reporting dn Barclays by security analysts during the Class Period indicates that company-specific news was widely disseminated to investors, thereby facilitating the incorporation of such information into the market price of Barclays ADS).
.
. Id. at 2416.
. id. at 2415.
. See id. at 2417 (Ginsburg J., concurring) ("[T]he Court recognizes that it is incumbent upon the defendant to show the absence of price impact. The Court's judgment, therefore, should impose no heavy toll on securities-fraud plaintiffs with tenable claims.”) (internal citations omitted); id. at 2424 (Thomas, J., concurring in the judgment) ("[I]n practice, the so-called 'rebutta-ble presumption' is largely irrebuttable.”). Accord Schleicher v. Wendt,
. See In re Salomon Analyst Metromedia Litig.,
. See In re Goldman Sachs Grp., Inc. Sec. Litig., No. 10 Civ. 3461,
. See City of Sterling Heights Gen. Emps’ Ret. Sys. v. Prudential Fin., Inc., No. 12 Civ. 5275,
. See generally Erica P. John Fund, Inc. v. Halliburton Co.,
. Id. at 263.
. See id. at 270, 271, 274, 276.
. Id. at 272.
. Id. at 280 (emphasis added).
. See Def. Opp. at 8.
. See Reply Mem. at 6-13.
. Carpenters,
. See Def. Opp. at 10-11.
. See 10/2 6/16 Expert Rebuttal Report of Zachary Nye, Ph.D. ("Nye Reply"), at 36 (“Misstatements and/or material omissions can maintain or introduce artificial inflation even if they are not associated with a statistically significant price increase") (citing Deposition Transcript of Dr. Christopher James at 206 ("Q. Can the omission of a material fact introduce inflation into the stock price? A. Sure.”); City of Livonia Emps' Ret. Sys.,
. See, e.g., Glickenhaus,
. Pl. Mem. at 6. See Complaint ¶ 113 (“Defendants' false and misleading statements about Barclays' transparency and safeguards, as well as Barclays' repeated commitment to a reformed culture, maintained the price of Barclays' common stock at levels which reflected investor confidence in the integrity of the company. Particularly in light of the public's concern of aggressive trading and manipulations by high frequency traders, Defendants' assurances of Barclays’ transparency and credibility were meant to and did assuage those concerns.”).
. Pl. Mem. at 6.
. Id.
. Nye Reply at 36 (quoting Complaint ¶ 113).
. Plaintiffs, of course, were under absolutely no duty to establish that the decline in price was "because of the correction to a prior misleading statement and that the subsequent loss could not otherwise be explained by some additional factors revealed then to the market.” Halliburton I,
. Def. Opp. at 13.
. See Halliburton Co.,
. Roach,
. Def. Opp. at 20-24.
. Roach,
. See Carpenters,
. See Def. Opp. at 23-24.
. In re Goldman Sachs Grp., Inc. Sec. Litig.,
. See, e.g., In re Scotts EZ Seed Litig.,
. See Def. Opp. at 25.
. Amgen,
. Charron v. Pinnacle Grp. N.Y. LLC,
. See, e.g., Tr. 134:18-135:6 [Jeremy Lieberman, plaintiffs attorney] ("There is reference in the materiality section to the LIBOR scandal, but there is reference generally to the integrity of the company, the integrity of the bank, and integrity of its management, all of which are implicated, whether or not there was a LIBOR settlement or not. We do allege, going back as early as 2009, that the SEC was very concerned about dark pools, how they were being managed, how they were being maintained, and the ability for fraud to occur. Your Honor, the integrity of banks in the aftermath of the financial crisis, your Honor, to say that any investor after the financial crisis would not be concerned about blatant illegal activity which implicates large institutional investors, we think, your Honor, is actually a frivolous defense.”).
. See, e.g., Elstein v. Netl UEPS Techs., Inc., No. 13 Civ. 9100,
