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Standard Errors for Two-Way Clustering with Serially Correlated Time Effects

The Review of Economics and Statistics 2024
We propose improved standard errors and an asymptotic theory for two-way clustered panels. Our theory allow for arbitrary serial dependence in the common time effects, which is excluded by existing two-way methods. Our asymptotic distribution theory is the first which allows for this level of inter-dependence. Under weak conditions, we demonstrate that OLS is asymptotically normal, our proposed variance estimator is consistent, and t-ratios are asymptotically standard normal. The results extend to two-way fixed-effect models; we argue that two-way clustering is still necessary even if two-way fixed effects are included. Simulation and empirical illustration are provided.

A Tie That Binds: Revisiting the Trilemma in Emerging Market Economies

The Review of Economics and Statistics 2019 101(2), 279-293
This paper examines the claim that exchange rate regimes are of little salience in the transmission of global financial conditions to domestic financial and macroeconomic conditions by focusing on a sample of about forty emerging market countries over 1986 to 2013. Our findings show that exchange rate regimes do matter. The transmission of global financial shocks to domestic credit and house price growth, as well as to banking sector leverage and domestic output, is magnified under fixed exchange rate regimes relative to more flexible (though not necessarily fully flexible) exchange rate regimes.

Competing with the New York Stock Exchange*

Quarterly Journal of Economics 2008 123(4), 1679-1719
Research on information economics and securities markets dating back to Stigler (Journal of Political Economy, 69 (1961), 213–225; Journal of Business, 37 (1964), 117–142) argues that trading will tend to centralize in major market centers such as the New York Stock Exchange (NYSE). The NYSE's recent mergers with Archipelago and Euronext bring questions about the viability and effects of competition between stock exchanges to the policy forefront. We examine the largely forgotten but unparalleled episode of competition between the NYSE and the Consolidated Stock Exchange of New York (Consolidated) from 1885 to 1926. The Consolidated averaged 23% of NYSE volume for approximately forty years by operating a second market for the most liquid securities that traded on the Big Board. Our results suggest that NYSE bid-ask spreads fell by more than 10% when the Consolidated began to trade NYSE stocks and subsequently increased when the Consolidated ceased operations. The empirical analysis suggests that this historical episode of stock market competition improved consumer welfare by an amount equivalent to US$9.6 billion today.

The Effect of Myopia and Loss Aversion on Risk Taking: An Experimental Test

Quarterly Journal of Economics 1997 112(2), 647-661
Myopic loss aversion is the combination of a greater sensitivity to losses than to gains and a tendency to evaluate outcomes frequently. Two implications of myopic loss aversion are tested experimentally. 1. Investors who display myopic loss aversion will be more willing to accept risks if they evaluate their investments less often. 2. If all payoffs are increased enough to eliminate losses, investors will accept more risk. In a task in which investors learn from experience, both predictions are supported. The investors who got the most frequent feedback (and thus the most information) took the least risk and earned the least money.

Joining Forces: The Spillover Effects of EPA Enforcement Actions and the Role of Socially Responsible Investors

Review of Financial Studies 2023 36(9), 3781-3824
We find that firms reduce toxic emissions at their local plants following EPA enforcement actions against nearby plants operated by peer firms that compete in the same product market. These reductions are more pronounced for plants located near socially responsible mutual funds (SRMFs) that hold these plants’ parent firms’ shares. Close proximity to SRMFs is associated with real investment in abatement measures to mitigate emissions. While plants increase emissions again in the long run, such reversals do not occur in plants located near SRMFs. Taken together, our results suggest that local SRMFs complement EPA enforcement in influencing plants’ emissions.

Managing Households’ Expectations with Unconventional Policies

Review of Financial Studies 2022 35(4), 1597-1642 open access
Binding lower bounds on interest rates and large government deficits limit the scope of fiscal and monetary policies to stimulate households’ spending through financial intermediaries and firms. Policy makers have thus been implementing unconventional policies that aim to increase households’ spending directly through managing their expectations. We first show theoretically and empirically that higher inflation expectations increase households’ consumption. We then design a difference-in-differences strategy to assess the effectiveness of unconventional fiscal policy and forward guidance, both of which aim to raise aggregate demand via managing expectations. Whereas unconventional fiscal policy increases households’ expectations and spending, forward guidance announcements do not

Investor Information Acquisition and Money Market Fund Risk Rebalancing during the 2011–2012 Eurozone Crisis*

Review of Financial Studies 2020 33(4), 1445-1483 open access
We study investor redemptions and portfolio rebalancing decisions of prime money market mutual funds (MMFs) during the Eurozone crisis. We find that sophisticated investors selectively acquire information about MMFs’ risk exposures to Europe, which leads managers to withdraw funding from information-sensitive European issuers. That is, MMF managers, particularly those serving the most sophisticated investors, selectively adjust their portfolio risk exposures to avoid information-sensitive European risks, while maintaining or increasing risk exposures to other regions. This mechanism helps to explain the occurrence of selective “dry-ups” in debt markets where delegation is common and returns to information production are usually low.

Skewness Consequences of Seeking Alpha

Review of Financial Studies 2018 31(12), 4720-4761
Mutual funds seek alpha, but coskewness is also an important performance attribute. Coskewness of fund returns is associated with market timing, liquidity management, and derivative use. Measures of active management associated with positive alphas are also associated with undesirable coskewness. When controlling for other characteristics, coskewness is positively associated with activity measures related to market timing and negatively associated with activity measures related to stock picking. In the cross-section of funds, the latter effect dominates, so funds generate undesirable coskewness in the pursuit of alpha. Money flows to funds with desirable coskewness. Received October 25, 2016; editorial decision January 29, 2018 by Editor Stijn Van Nieuwerburgh.