default author photo

Liao Zhu

Cornell University - Department of Statistics and Data Science

Ph.D. Candidate

301 Tower Road

Ithaca, NY 14853-3801

United States

SCHOLARLY PAPERS

7

DOWNLOADS

1,609

TOTAL CITATIONS

7

Scholarly Papers (7)

1.

The Adaptive Multi-Factor Model and the Financial Market

Zhu, Liao. The Adaptive Multi-Factor Model and the Financial Market. eCommons, 2020.
Number of pages: 174 Posted: 02 Aug 2021
Liao Zhu
Cornell University - Department of Statistics and Data Science
Downloads 518 (136,272)

Abstract:

Loading...

Machine Learning, Asset Pricing, Adaptive Multi-Factor Model (AMF), Groupwise Interpretable Basis Selection (GIBS) algorithm

2.

High-Dimensional Estimation, Basis Assets, and the Adaptive Multi-Factor Model

The Quarterly Journal of Finance, Vol. 10, No. 4 (2020) 2050017 (52 pages), World Scientific Publishing Company and Midwest Finance Association. DOI: 10.1142/S2010139220500172.
Number of pages: 49 Posted: 21 May 2018 Last Revised: 26 Apr 2021
Cornell University - Department of Statistics and Data Science, Cornell University - Department of Statistical Science, Cornell University - Samuel Curtis Johnson Graduate School of Management and Cornell University - Law School
Downloads 328 (229,652)

Abstract:

Loading...

Asset pricing models, AMF model, GIBS algorithm, high-dimensional statistics, machine learning

3.

The Low-volatility Anomaly and the Adaptive Multi-Factor Model

Cornell Legal Studies Research Paper No. 21-21
Number of pages: 40 Posted: 04 May 2021 Last Revised: 03 Nov 2021
Cornell University - Samuel Curtis Johnson Graduate School of Management, T Rowe Price, Cornell University - Law School and Cornell University - Department of Statistics and Data Science
Downloads 291 (262,373)
Citation 3

Abstract:

Loading...

Low-volatility anomaly, AMF model, GIBS algorithm, high-dimensional statistics, machine learning, False Discovery Rate.

4.

Clustering Structure of Microstructure Measures

Cornell Legal Studies Research Paper 21-30
Number of pages: 20 Posted: 28 Jul 2021 Last Revised: 06 Nov 2021
Cornell University - Department of Statistics and Data Science, Cornell University - Department of Computer Science and Cornell University - Law School
Downloads 192 (397,477)
Citation 2

Abstract:

Loading...

market microstructure, interpretable machine learning, artificial intelligence in finance, prototype clustering, high-dimensional statistics, dimension reduction

5.

FrequentNet: A Novel Interpretable Deep Learning Model for Image Classification

Number of pages: 8 Posted: 02 Aug 2021 Last Revised: 06 Aug 2021
Zhejiang University - School of Computer and Computing Science, Microsoft Corporation, Instacart and Cornell University - Department of Statistics and Data Science
Downloads 104 (669,616)
Citation 2

Abstract:

Loading...

Neural Network, Machine Learning, Wavelet Analysis, Fourier Analysis

6.

Unfolding Community Homophily in U.S. Metropolitans Via Fine-Grained Mobile Phone Location Data

Number of pages: 49 Posted: 19 Jan 2022
University of Arkansas, Fayetteville, Wuhan University, University of Southern California, affiliation not provided to SSRN, University of Wyoming, affiliation not provided to SSRN, Hong Kong Polytechnic University, Cornell University - Department of Statistics and Data Science and Wuhan University
Downloads 101 (689,572)

Abstract:

Loading...

homophily, community entropy, segregation, Mobile phone data

7.

Time-Invariance Coefficients Tests with the Adaptive Multi-Factor Model

Cornell Legal Studies Research Paper No. 21-22
Number of pages: 32 Posted: 26 Apr 2021 Last Revised: 03 Nov 2021
Cornell University - Department of Statistics and Data Science, Cornell University - Samuel Curtis Johnson Graduate School of Management and Cornell University - Law School
Downloads 75 (867,774)

Abstract:

Loading...

Asset pricing, Adaptive Multi-Factor model, GIBS algorithm, high-dimensional statistics, machine learning.