Christopher N. Avery’s research while affiliated with New York State and other places

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Publications (24)


The "cAPS" Prediction System and Stock Market Returns
  • Article

July 2016

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70 Reads

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45 Citations

European Finance Review

Christopher N. Avery

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Richard J. Zeckhauser

We study approximately 5.0 million stock picks submitted by individual users to the "CAPS" website run by the Motley Fool company (www.caps.fool.com). These picks prove to be surprisingly informative about future stock prices. Shorting stocks with a disproportionate number of negative picks and buying stocks with a disproportionate number of positive picks yields a return of over 12% per annum over the sample period. Negative picks mostly drive these results; they strongly predict future stock price declines. Returns to positive picks are statistically indistinguishable from the market. A Fama-French decomposition suggests that stock-picking rather than style factors largely produced these results.



The Missing "One-Offs": The Hidden Supply of High-Achieving, Low-Income Students

December 2012

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682 Reads

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512 Citations

Brookings Papers on Economic Activity

We show that the vast majority of very high-achieving students who are low-income do not apply to any selective college or university. This is despite the fact that selective institutions would often cost them less, owing to generous financial aid, than the resource-poor two-year and non-selective four-year institutions to which they actually apply. Moreover, high-achieving, low-income students who do apply to selective institutions are admitted and graduate at high rates. We demonstrate that these low-income students' application behavior differs greatly from that of their high-income counterparts who have similar achievement. The latter group generally follows the advice to apply to a few "par" colleges, a few "reach" colleges, and a couple of "safety" schools. We separate the low-income, high-achieving students into those whose application behavior is similar to that of their high-income counterparts ("achievement-typical" behavior) and those whose apply to no selective institutions ("income-typical" behavior). We show that income-typical students do not come from families or neighborhoods that are more disadvantaged than those of achievement-typical students. However, in contrast to the achievement-typical students, the income-typical students come from districts too small to support selective public high schools, are not in a critical mass of fellow high achievers, and are unlikely to encounter a teacher or schoolmate from an older cohort who attended a selective college. We demonstrate that widely-used policies–college admissions staff recruiting, college campus visits, college access programs–are likely to be ineffective with income-typical students, and we suggest policies that will be effective must depend less on geographic concentration of high achievers.Institutional subscribers to the NBER working paper series, and residents of developing countries may download this paper without additional charge at www.nber.org.


The Effects of College Counseling on High-Achieving, Low-Income Students

January 2010

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143 Reads

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47 Citations

This paper reports the results of a pilot study, using a randomized controlled trial to provide college counseling to high-achieving students from relatively poor families. We followed 107 high school seniors through the college admissions process in 2006-2007; we selected 52 of these students at random, offering them ten hours of individualized college advising with a nearby college counselor. The counseling had little or no effect on college application quality, but does seem to have influenced the choice of where the students applied to college. We estimate that students offered counseling were 7.9 percentage points more likely than students not offered counseling to enroll in colleges ranked by Barron’s as “Most Competitive”, though this effect was not statistically significant. More than one-third of the students who accepted the offer of counseling did not follow through on all of the advice they received. Going beyond the framework of the randomized experiment, our statistical analysis suggests that counseling would have had approximately twice as much effect if all students matched with counselors had followed the advice of the counselors.


Early Admissions at Selective Colleges

April 2009

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87 Reads

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85 Citations

American Economic Review

Early admissions are widely used by selective colleges and universities. We identify some basic facts about early admissions policies, including the admissions advantage enjoyed by early applicants and patterns in application behavior, and propose a game-theoretic model that matches these facts. The key feature of the model is that colleges want to admit students who are enthusiastic about attending, and early admissions programs give students an opportunity to signal this enthusiasm. (JEL C78, I23)


The "CAPS" Prediction System and Stock Market Returns

January 2009

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56 Reads

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28 Citations

SSRN Electronic Journal

We study approximately 5.0 million stock picks submitted by individual users to the “CAPS” website run by the Motley Fool company (www.caps.fool.com). These picks prove to be surprisingly informative about future stock prices. Shorting stocks with a disproportionate number of negative picks and buying stocks with a disproportionate number of positive picks yields a return of over 12% per annum over the sample period. Negative picks mostly drive these results; they strongly predict future stock price declines. Returns to positive picks are statistically indistinguishable from the market. A Fama–French decomposition suggests that stock-picking rather than style factors largely produced these results.


The New Market for Federal Judicial Law Clerks

March 2007

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25 Reads

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62 Citations

The University of Chicago Law Review

I study a budget-constrained, private-valuation, sealed-bid sequential auction with two incompletely-informed, risk-neutral bidders in which the valuations and income may be non-monotonic functions of a bidder's type. Multiple equilibrium symmetric bidding functions may exist that differ in allocation, efficiency and revenue. The sequence of sale affects the competition for a good and therefore also affects revenue and the prices of each good in a systematic way that depends on the relationship among the valuations and incomes of bidders. The sequence of sale may affect prices and revenue even when the number of bidders is large relative to the number of goods. If a particular good, say [alpha], is allocated to a strong bidder independent of the sequence of sale, then auction revenue and the price of good [alpha] are higher when good [alpha] is sold first.


Cost Should Be No Barrier: An Evaluation of the First Year of Harvard's Financial Aid Initiative
  • Article
  • Full-text available

March 2006

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140 Reads

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35 Citations

Christopher Avery

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Mridula Raman

This paper evaluates the first year of Harvard's Financial Aid Initiative, which increased aid and recruiting for students from low income backgrounds. Using rich data from the Census and administrative sources, we estimate family incomes for the vast major of plausible applicants from the U.S. We find that the Initiative had a significant effect almost entirely because it attracted a pool of applicants that was larger and slightly poorer. It appears that very similar standards of admission were used for this group as had been used in previous years. This group, once admitted, enrolled at a rate very similar to that of previous years. Thus, there are a greater number of low income students in the Class of 2009 than in the Class of 2008 simply because more well-qualified, low income students applied. Many apparently qualified students still do not apply, and many of these "missing applicants" come from high schools that have little or no tradition of sending applications to selective private colleges. Targeted outreach to such "one offs" -- that is, students who are one of only a few qualified students from their school in recent years -- may be a way for selective private colleges to increase their income diversity.

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A Revealed Preference Ranking of U.S. Colleges and Universities

January 2004

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355 Reads

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81 Citations

Quarterly Journal of Economics

Corruption in the public sector erodes tax compliance and leads to higher tax evasion. Moreover, corrupt public officials abuse their public power to extort bribes from the private agents. In both types of interaction with the public sector, the private agents are bound to face uncertainty with respect to their disposable incomes. To analyse effects of this uncertainty, a stochastic dynamic growth model with the public sector is examined. It is shown that deterministic excessive red tape and corruption deteriorate the growth potential through income redistribution and public sector inefficiencies. Most importantly, it is demonstrated that the increase in corruption via higher uncertainty exerts adverse effects on capital accumulation, thus leading to lower growth rates.


Do and Should Financial Aid Packages Affect Students' College Choices?

March 2003

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216 Reads

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202 Citations

Every year, thousands of high school seniors with high college aptitude face complicated menus' of scholarship and aid packages designed to affect their college choices. Using an original survey designed for this paper, we investigate whether students respond to their menus' like rational human capital investors. Whether they make the investments efficiently is important not only because they are the equivalent of the Fortune 500' for human capital, but also because they are likely to be the most analytic and long-sighted student investors. We find that the typical high aptitude student chooses his college and responds to aid in a manner that is broadly consistent with rational investment. However, we also find some serious anomalies: excessive response to loans and work-study, strong response to superficial aspects of a grant (such as whether it has a name), and response to a grant's share of college costs rather than its amount. Approximately 30 percent of high aptitude students respond to aid in a way that apparently reduces their lifetime present value. While both a lack of sophistication/information and credit constraints can explain the behavior of this 30 percent of students, the weight of the evidence favors a lack of sophistication.


Citations (24)


... Additionally, the intricate nature of stock market prediction is further complicated by multiple variables and uncertainties that impact stock prices. However, despite these challenges, certain individuals and institutional investors have managed to surpass the market and achieve profitable outcomes [3]. ...

Reference:

Forecasting Significant Stock Market Price Changes Using Machine Learning: Extra Trees Classifier Leads
The "cAPS" Prediction System and Stock Market Returns
  • Citing Article
  • July 2016

European Finance Review

... Когато родителите избират начално и средно училище за децата си, мнозина избират най-близкото, но не и най-подходящото училище за тях. (Hastings & Weinstein, 2008) Някои изследвания (Hoxby & Avery, 2013) доказват, че способните студенти от семейства с ниски доходи често избират познатото им слабо селективно висше училище пред по-селективното непознато висше училище, което не изисква повисоки разходи. Те по-често от останалите стават жертва на публикациите за увеличаващи се образователни разходи, надценяват двойно разходите за образование и сериозно подценяват неговата възвръщаемост. ...

Low-Income High-Achieving Students Miss Out on Attending Selective Colleges
  • Citing Book
  • January 2013

... ly/ hwvra SQD). From this perspective, our proposed framework offers a feasible solution to the challenge of locating what Hoxby and Avery (2012) referred to as the hidden supply of high-achieving, low-income students. ...

The Missing "One-Offs": The Hidden Supply of High-Achieving, Low-Income Students
  • Citing Article
  • December 2012

Brookings Papers on Economic Activity

... Future research could use signaling as a theoretical basis and prior work on the college application process (Avery & Levin, 2010;Knight & Schiff, 2022;Smith et al., 2015) as an empirical model for how to study job application frictions and the circumstances in which they can create credible signals of job-seeker quality and intent. While public data on the use of mechanisms that increase (or reduce) application frictions in hiring are less accessible than for college admissions, it should be possible to get some insights from scraping recruitment portals or enlisting the active cooperation of specific firms. ...

Early Admissions at Selective Colleges
  • Citing Article
  • April 2009

American Economic Review

... They found that, consistent with the predictions from Scharfstein and Stein, managers tend to herd in the early stage of their careers since they have no information about their own ability. However, once the managers have sufficient information about their ability, they 'anti-herd', that is, they deliberately make the opposite decision to other investors (Avery and Chevalier, 1999). ...

Herding Over the Career
  • Citing Article
  • June 1999

Economics Letters

... If the data is sensitive personal information (as in medical applications), revealing it with high precision entails a privacy cost that might incentivize individuals to decrease the disclosure precision [47,19]. Also, producing high-precision data may require a certain amount of effort (possibly monetary): this is the case in crowdsourcing [16] or recommender systems [21,4,29] where providing content or feedback requires effort, or in applications where the data is produced by costly computations. ...

Recommender Systems for Evaluating Computer Messages
  • Citing Article
  • March 1997

Communications of the ACM

... Recently discussed methods with special reference to prediction are based, for instance, on neural networks (Huang and Huang[2011], Liu and Wang[2012], Ticknor[2013], Rather et al. [2015]), on fuzzy sets and multivariate fuzzy time series (Sun et al. [2015]), or on certain nonlinear relationships between sets of covariates (Scholz et al. [2015]). Other approaches rely on K-nearest neighbour algorithms (Alkhatib et al. [2013]), machine learning techniques (Patel et al. [2015]), support vector regression (Kazem et al. [2013]) or the so-called CAPS prediction system (Avery et al. [2016]). ...

The "CAPS" Prediction System and Stock Market Returns
  • Citing Article
  • January 2009

SSRN Electronic Journal

... In focusing on college-related counseling activities like college visits, classroom presentations, parent workshops, and one-on-one college advising, these professionals supplement the work of traditional school counselors who, as mentioned, are often tasked with administrative duties like class scheduling (Stephan & Rosenbaum, 2013). Recent literature on college counseling and advising interventions indicates the presence of college advising professionals within schools, like those placed by CAC, has a positive impact on students' outcomes (Avery, 2010;Avery & Kane, 2004;Bettinger & Baker, 2014;Bos et al., 2012;Carrell & Sacerdote, 2013). Experimental and quasi-experimental work has found that students who received college advising were more prepared for college (Fitzpatrick, 2020), submitted more college applications overall (Avery, 2010;Cunha et al., 2018), gained more college admissions offers (Cunha et al., 2018), were more likely to enroll (Avery, 2010;Bettinger & Baker, 2014;Bos et al., 2012;Castleman & Goodman, 2018;Castleman et al., 2020), and enrolled in more selective institutions (Avery, 2010;Castleman & Goodman, 2018;Stephan & Rosenbaum, 2013;Sullivan et al., 2021). ...

The Effects of College Counseling on High-Achieving, Low-Income Students
  • Citing Article
  • January 2010

... Because of this binding intent, ED students are often limited as to if they can apply to other institutions. Indeed, with ED, students sign an agreement stating they will attend the school they applied to if they are admitted (Avery et al., 2003). Thus, while college admission already reflects a complicated web of processes, especially for students who hold fewer resources or may not have institutional connections, EA and ED programs may exacerbate these complications by disproportionately building opportunities for the most privileged students. ...

The Early Admissions Game: Joining the Elite
  • Citing Article
  • January 2003

... Law clerk hiring is a decentralized process (Avery et al. 2001). Applicants apply directly to individual judges and must tailor their application materials to indicate both why they want to clerk for each judge and why they have the skills to be a successful clerk. ...

The Market for Federal Judicial Law Clerks
  • Citing Article
  • June 2001

The University of Chicago Law Review