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Conditional nonparametric variable screening by neural factor regression

High-dimensional covariates often admit linear factor structure. To effectively screen correlated covariates in high-dimension, we propose… Continue reading.

Jianqing Fan, Weining Wang, Yue Zhao
August | CWP17/24
Nonparametric estimation of sponsored search auctions and impact of Ad quality on search revenue

This paper presents an empirical model of sponsored search auctions where advertisers are ranked by bid… Continue reading.

Dongwoo Kim, Pallavi Pal
August | CWP16/24
Production function estimation using subjective expectations data

Standard methods for estimating production functions in the Olley and Pakes (1996) tradition require assumptions on… Continue reading.

Agnes Norris Keiller, Áureo de Paula, John Van Reenen
July | CWP15/24
Testing sign congruence between two parameters

We test the null hypothesis that two parameters (μ1,μ2) have the same sign, assuming that (asymptotically)… Continue reading.

Douglas L. Miller, Francesca Molinari, Jorg Stoye
June | CWP14/24