Machine-learning the skill of mutual fund managers

R Kaniel, Z Lin, M Pelger… - Journal of Financial …, 2023 - Elsevier
We show, using machine learning, that fund characteristics can consistently differentiate
high from low-performing mutual funds, before and after fees. The outperformance persists …

Common fund flows: Flow hedging and factor pricing

WW Dou, L Kogan, W Wu - 2022 - nber.org
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 …

How much does size erode mutual fund performance? A regression discontinuity approach

J Reuter, E Zitzewitz - Review of Finance, 2021 - academic.oup.com
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 …

Are mutual fund managers paid for investment skill?

M Ibert, R Kaniel, S Van Nieuwerburgh… - The Review of …, 2018 - academic.oup.com
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 …

Searching for approval

S Agarwal, J Grigsby, A Hortaçsu, G Matvos… - …, 2024 - Wiley Online Library
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 …

Skill, scale, and value creation in the mutual fund industry

L Barras, P Gagliardini, O Scaillet - The Journal of Finance, 2022 - Wiley Online Library
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 …

Competition, profitability, and discount rates

WW Dou, Y Ji, W Wu - Journal of Financial Economics, 2021 - Elsevier
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 …

Empirical search and consideration sets

E Honka, A Hortaçsu, M Wildenbeest - Handbook of the Economics of …, 2019 - Elsevier
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 …

Conflicting interests and the effect of fiduciary duty: Evidence from variable annuities

M Egan, S Ge, J Tang - The Review of Financial Studies, 2022 - academic.oup.com
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 …

[HTML][HTML] Machine learning and fund characteristics help to select mutual funds with positive alpha

V DeMiguel, J Gil-Bazo, FJ Nogales… - Journal of Financial …, 2023 - Elsevier
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 …