Kathleen Li

University of Texas at Austin

SCHOLARLY PAPERS

4

DOWNLOADS

1,369

SSRN CITATIONS

2

CROSSREF CITATIONS

0

Scholarly Papers (4)

1.

Estimating the Causal Effect of A Digitally Native Retailer Opening a New Store: A New Two-Step Synthetic Control Method

Number of pages: 43 Posted: 09 Jul 2020
Kathleen Li and Venkatesh Shankar
and Texas A&M University - Department of Marketing
Downloads 478 (110,691)
Citation 1

Abstract:

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retailing; omni-channel; cross-channel; quasi-experiment; synthetic control; treatment effects; nonlinear trend; parallel trend

2.

Augmented Difference-in-Differences

Number of pages: 80 Posted: 21 Jun 2022
Kathleen Li and Christophe Van den Bulte
and University of Pennsylvania - Marketing Department
Downloads 465 (114,370)
Citation 1

Abstract:

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causal effects, quasi-experimental methods, inference theory, Augmented DID

3.

A Novel Forward Difference-in-Differences Method

Number of pages: 18 Posted: 23 Sep 2022
Kathleen Li
Downloads 308 (181,844)

Abstract:

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causal inference, quasi-experimental methods, treatment effects, forward selection, difference-in-differences

4.

Inference for Factor Model Based Average Treatment Effects

Number of pages: 42 Posted: 06 Feb 2018
Kathleen Li
Downloads 118 (428,299)
Citation 3

Abstract:

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Average treatment effects, factor model, inference, asymptotic distribution, generalized synthetic control method, quasi-experiment, difference-in-differences