EconBase
← All papers

Identification and Estimation of a Partially Linear Regression Model using Network Data: Inference and an Application to Network Peer Effects

Eric Auerbach

arXiv 20 May 2021 · Econometrics · publishedEconometrica (2022) · 45 citations (OpenAlex)

arXiv:2105.10002 · PDF · DOI · OpenAlex · Extracted main text

Abstract

This paper provides additional results relevant to the setting, model, and estimators of Auerbach (2019a). Section 1 contains results about the large sample properties of the estimators from Section 2 of Auerbach (2019a). Section 2 considers some extensions to the model. Section 3 provides an application to estimating network peer effects. Section 4 shows the results from some simulations.

Citation extraction

44
references
67
in-text mentions
44
distinct cited
2
self-citations
17,504
main-text words

appendix boundary found by none_found · 100% of the source is main text. Read the extracted text to check this.

Most heavily cited references

The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.

ReferenceIntensityMentionsSectionsMain text
1Auerbach, E (2019) Identification and estimation of a partially linear regression model using network data self1.00093100%
2Johnsson, I. and H. R. Moon (2015) Estimation of peer effects in endogenous social networks: Control function approach0.73732100%
3Ahn, H. and J. L. Powell (1993) Semiparametric estimation of censored selection models with a nonparametric selection mechanism0.58531100%
4Bramoullé, Y., H. Djebbari, and B. Fortin (2009) Identification of peer effects through social networks0.58531100%
5Goldsmith-Pinkham, P. and G. W. Imbens (2013) Social networks and the identification of peer effects0.58531100%
6Manski, C. F (1993) Identification of endogenous social effects: The reflection problem0.58531100%
7Arduini, T., E. Patacchini, and E. Rainone (2015) Parametric and semiparametric iv estimation of network models with selectivity0.51121100%
8de Giorgi, G., M. Pellizzari, and S. Redaelli (2010) Identification of social interactions through partially overlapping peer groups0.51121100%
9Graham, B. S (2019) Network data0.51121100%
10Hsieh, C.-S. and L. F. Lee (2014) A social interactions model with endogenous friendship formation and selectivity0.51121100%

Showing the top 10 of 44 scored citations.

Cited by, within the corpus

arXiv econ.EM papers that cite this one, ranked by how heavily they lean on it.

Citing paperIntensityMentionsSections
11Identification and Estimation of a Partially Linear Regression Model using Network Data1.00063