Machine-learning the skill of mutual fund managers
We show, using machine learning, that fund characteristics can consistently differentiate
high from low-performing mutual funds, before and after fees. The outperformance persists …
high from low-performing mutual funds, before and after fees. The outperformance persists …
Common fund flows: Flow hedging and factor pricing
Active equity funds care about fund size, affected by fund flows that obey a strong factor
structure with the common component responding to macroeconomic shocks. Funds hedge …
structure with the common component responding to macroeconomic shocks. Funds hedge …
How much does size erode mutual fund performance? A regression discontinuity approach
The level of diseconomies of scale in asset management has important implications for tests
of manager skill and the expected level of performance persistence. To identify the causal …
of manager skill and the expected level of performance persistence. To identify the causal …
Are mutual fund managers paid for investment skill?
Compensation of mutual fund managers is paramount to understanding agency frictions in
asset delegation. We collect a unique registry-based dataset on the compensation of …
asset delegation. We collect a unique registry-based dataset on the compensation of …
Searching for approval
This paper theoretically and empirically studies the interaction of search and application
approval in credit markets. Risky borrowers internalize the probability that their application is …
approval in credit markets. Risky borrowers internalize the probability that their application is …
Skill, scale, and value creation in the mutual fund industry
We develop a flexible and bias‐adjusted approach to jointly examine skill, scalability, and
value‐added across individual funds. We find that skill and scalability (i) vary substantially …
value‐added across individual funds. We find that skill and scalability (i) vary substantially …
Competition, profitability, and discount rates
We build an asset-pricing model with dynamic strategic competition to explain the strong
joint fluctuations in aggregate discount rates, competition intensity, profitability, and asset …
joint fluctuations in aggregate discount rates, competition intensity, profitability, and asset …
Empirical search and consideration sets
This chapter provides an overview of the recent and growing econometric literature studying
how consumers search for products. We begin with a brief review of theoretical models of …
how consumers search for products. We begin with a brief review of theoretical models of …
Conflicting interests and the effect of fiduciary duty: Evidence from variable annuities
We examine the variable annuity market to study conflicts of interest and the effect of
fiduciary duty in brokerage markets. Insurers typically pay brokers higher commissions for …
fiduciary duty in brokerage markets. Insurers typically pay brokers higher commissions for …
[HTML][HTML] Machine learning and fund characteristics help to select mutual funds with positive alpha
Abstract Machine-learning methods exploit fund characteristics to select tradable long-only
portfolios of mutual funds that earn significant out-of-sample annual alphas of 2.4% net of all …
portfolios of mutual funds that earn significant out-of-sample annual alphas of 2.4% net of all …