Xiaojun Song

Peking University - Guanghua School of Management

Peking University

Beijing, Beijing 100871

China

SCHOLARLY PAPERS

4

DOWNLOADS

484

SSRN CITATIONS

0

CROSSREF CITATIONS

2

Scholarly Papers (4)

1.

Specification Tests for the Propensity Score

Number of pages: 47 Posted: 21 Nov 2016 Last Revised: 13 Mar 2019
Pedro H. C. Sant'Anna and Xiaojun Song
Vanderbilt University - College of Arts and Science - Department of Economics and Peking University - Guanghua School of Management
Downloads 198 (164,382)

Abstract:

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Goodness-of-fit, Integrated Moments, Empirical Processes, Multiplier Bootstrap, Treatment Effects

2.

A Better Understanding of Granger Causality Analysis: A Big Data Environment

Number of pages: 51 Posted: 11 Feb 2017
Xiaojun Song and Abderrahim Taamouti
Peking University - Guanghua School of Management and Durham University
Downloads 148 (211,713)
Citation 1

Abstract:

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Indirect causality, spurious causality, big data analysis, auxiliary variable(s)

3.

Covariate Distribution Balance via Propensity Scores

Number of pages: 36 Posted: 18 Oct 2018 Last Revised: 06 Apr 2020
Pedro H. C. Sant'Anna, Xiaojun Song and Qi Xu
Vanderbilt University - College of Arts and Science - Department of Economics, Peking University - Guanghua School of Management and Vanderbilt University - College of Arts and Science - Department of Economics
Downloads 134 (229,214)
Citation 1

Abstract:

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Causal inference; Empirical process; Inverse probability weighting; Minimum distance; Quantile treatment effects; Treatment effect heterogeneity

4.

Specification Tests for Generalized Propensity Scores Using Double Projections

Number of pages: 36 Posted: 21 May 2020
Pedro H. C. Sant'Anna and Xiaojun Song
Vanderbilt University - College of Arts and Science - Department of Economics and Peking University - Guanghua School of Management
Downloads 4 (663,446)

Abstract:

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Double projections; generalized propensity scores; multiplier bootstrap; multi-valued treatment; specification tests