Christoph Rothe
Statistics and Probability · 2009–2016
A researcher in the Science corpus: 9 papers; trusts 90 researchers and is trusted by 32 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 148 citations into it; #1,626 of 12,932 by trust here, #2,365 by citations
- Economics and Econometrics — 76 citations into it; #3,505 of 23,481 by trust here, #10,133 by citations
- Finance — 23 citations into it
- Artificial Intelligence — 18 citations into it; #19,364 of 35,345 by trust here, #24,417 by citations
- Causal Inference & Discovery — 11 citations into it
- Management Science and Operations Research — 11 citations into it; #8,730 of 11,946 by trust here, #8,062 by citations
- Statistical Learning Theory — 10 citations into it
- Education — 7 citations into it
Whom Christoph Rothe trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Whitney K. Newey
- Guido W. Imbens
- James M. Robins
- Donald B. Rubin
- Charles F. Manski
- Victor Chernozhukov
- Hidehiko Ichimura
- Thomas Mikosch
- Jinyong Hahn
- Yingcun Xia
Who trusts Christoph Rothe overall
- Enno Mammen
- Alexandre Belloni
- Juan-Carlos Escanciano
- Yu-Xiang Wang
- Stefan Wager
- Victor Chernozhukov
- Sergio Firpo
- David T. Jacho-Chávez
- Iv'an Fern'andez-Val
- Alekh Agarwal
Papers from Christoph Rothe's perspective
Ordered by how strongly the researchers Christoph Rothe trusts endorse each paper. Same corpus, a different order for every researcher.
- The central role of the propensity score in observational studies for causal effects
- Efficient estimation of average treatment effects using the estimated propensity score
- Efficient Estimation of Models with Conditional Moment Restrictions Containing Unknown Functions
- Regression Shrinkage and Selection via the Lasso
- On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects
- LARGE SAMPLE PROPERTIES OF GENERALIZED METHOD OF
- The asymptotic variance of semiparametric estimators
- Local polynomial modelling and its applications
- Estimating causal effects of treatments in randomized and nonrandomized studies.
- Asymptotic efficiency in estimation with conditional moment restrictions
Their papers
- The Value of Knowing the Propensity Score for Estimating Average Treatment Effects (2016) — 12 citations
- Nonparametric regression with nonparametrically generated covariates (2012) — 129 citations
- Semiparametric Estimation and Inference Using Doubly Robust Moment Conditions (2013) — 27 citations
- Semiparametric estimation of binary response models with endogenous regressors (2009) — 73 citations
- Inference in Regression Discontinuity Designs with a Discrete Running Variable (2016) — 306 citations
- Nonparametric estimation of distributional policy effects (2010) — 145 citations
- Partial Distributional Policy Effects (2011) — 89 citations
- SEMIPARAMETRIC ESTIMATION WITH GENERATED COVARIATES (2014) — 61 citations
- Misspecification Testing in a Class of Conditional Distributional Models (2013) — 76 citations