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max h farrell s home page max h farrell associate professor of economics mellichamp chair of mind and machine intelligence university of california santa barbara curriculum vitae pdf find me mhfarrell gmail com google scholar semantic scholar software rdhte for r stata heterogeneous effects in regression discontinuity designs implements paper 14 binsreg for r stata python binscatter regressions implements papers 11 13 lspartition for r partitioning based least squares regression implements papers 2 8 nprobust for r stata kernel density and local polynomial regression implements papers 4 10 rdrobust for r stata python inference in regression discontinuity designs implements papers 5 7 working papers robust a b decisions with malika korganbekova and sanjog misra september 2026 arxiv deep learning for individual heterogeneity with tengyuan liang and sanjog misra june 2026 arxiv replication treatment effect heterogeneity in regression discontinuity designs with sebastian calonico matias cattaneo filippo palomba and rocio titiunik july 2025 arxiv replication software nonlinear binscatter methods with matias cattaneo richard crump and yingjie feng august 2026 arxiv replication software publications higher order refinements of small bandwidth asymptotics for density weighted average derivative estimators with matias cattaneo michael jansson and ricardo masini arxiv published pdf journal of econometrics 2025 on binscatter with matias cattaneo richard crump and yingjie feng arxiv published pdf replication software american economic review 2024 coverage error optimal confidence intervals for local polynomial regression with sebastian calonico and matias cattaneo arxiv published pdf replication software bernoulli 2022 deep neural networks for estimation and inference with tengyuan liang and sanjog misra arxiv published pdf replication econometrica 2021 large sample properties of partitioning based series estimators with matias cattaneo and yingjie feng arxiv published pdf replication software annals of statistics 2020 optimal bandwidth choice for robust bias corrected inference in regression discontinuity designs with sebastian calonico and matias cattaneo arxiv published pdf replication software econometrics journal 2020 characteristic sorted portfolios estimation and inference with matias cattaneo richard crump and ernst schaumburg arxiv published pdf replication review of economics and statistics 2020 regression discontinuity designs using covariates with sebastian calonico matias cattaneo and rocio titiunik arxiv published pdf replication software review of economics and statistics 2019 on the effect of bias estimation on coverage accuracy in nonparametric inference with sebastian calonico and matias cattaneo arxiv published pdf replication software journal of the american statistical association 2018 robust inference on average treatment effects with possibly more covariates than observations arxiv published pdf corrigendum to joe version journal of econometrics 2015 optimal convergence rates bahadur representation and asymptotic normality of partitioning estimators with matias cattaneo published pdf supplement pdf software journal of econometrics 2013 efficient estimation of the dose response function under ignorability using subclassification on the covariates with matias cattaneo published pdf advances in econometrics 2011 last updated september 2026