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Compute additive decomposition of estimation statistics by regressors or groups of regressors Use shapleyvalue (ShapleyValue) With (In) R SoftwareAdditive decomposition estimation statistics regress...Compute additive decomposition of estimation statistics by regressors or groups of regressors Use shapley2 With STATA 18https://dik.si/...#RStats #rstats #rsoftware #rstatistics

Estimate instrumental variable probit model by maximum likelihood Use ivpml (Rchoice) With (In) R Softwarehttps://dik.si/...Mixed logit sample elasticities and marginal effects Use mixlelast With STATA 18https://ln.run/...#RStats #rstats #rsoftware #rstatistics

Fitting Standard and Extended Meta-Analysis and Multivariate Meta-Analysis and Meta-Regression Models Use mixmeta And mvmeta With (In) R Softwarehttps://ln.run/...Suite of Stata programs for the analysis of simulation studies Use siman With STATA 18https://dik.si/...#RStats #rstats #rsoftware #rstatistics

Meta-Analysis via Multivariate/Multilevel Linear (Mixed-Effects) Models Use https://rma.mv With (In) R Softwarehttps://dik.si/...Robust variance estimation in meta-regression with dependent effect size estimates Use robumeta With STATA 18https://ln.run/...#RStats #rstats #rsoftware #rstatistics

Fitting Robust Variance Meta-Regression Models Use robu (robumeta) With (In) R Softwarehttps://ln.run/...Calculate treatment effects and relative degree of selection under proportional selection of observables and unobservables Use psacalc With STATA 18https://dik.si/...#RStats #rstats #rsoftware #rstatistics

Doubly robust estimators for (of) ordinal outcomes treatment effects Use drord With (In) R Softwarehttps://dik.si/...Estimation (estimate) of binary treatment models with idiosyncratic average effect Use ivtreatreg With STATA 18https://ln.run/...#RStats #rstats #rsoftware #rstatistics

Robust Fitting of Linear Models using Bisquare Psi Function Use robustRegBS (robustreg) With (In) R SoftwareRobust Fitting of Linear Models using Bisquare Psi F...Fit (fitting) general parametric survival models Use stgenreg With STATA 18https://dik.si/...#RStats #rstats #rsoftware #rstatistics

Robust Fitting of Linear Models Use rlm (MASS) With (In) R SoftwareRobust Fitting of Linear Models Use rlm (MASS) With ...Stochastic frontier models with contaminated normal noise distributions Use cnsf With STATA 18https://dik.si/...#RStats #rstats #rsoftware #rstatistics

Regression Mixed Data Sampling (MIDAS) Use midas_r (midasr) With (In) R Softwarehttps://dik.si/...Rescaled Regression Prediction (RRP) using two samples Use rrp With STATA 18https://ln.run/...#RStats #rstats #rsoftware #rstatistics

Growth charts regression quantiles with automatic smoothness estimation Use gcrq (quantregGrowth) With (In) R Softwarehttps://ln.run/...A Stata package for Sankey diagrams Use sankey With STATA 18https://dik.si/...#RStats #rstats #rsoftware #rstatistics

Hierarchical Item Response Theory (IRT) Models Use hgrm (hIRT) With (In) R Softwarehttps://dik.si/...Hybrid and correlated random effect (Mundlak) models within the framework of generalized linear mixed models (GLMM) Use xthybrid With STATA 18https://ln.run/...#RStats #rstats #rsoftware #rstatistics

Fit a robust generalized linear model Use glmRob (robust) With (In) R Softwarehttps://dik.si/...Robust generalized linear models Use rglm With STATA 18Robust generalized linear models Use rglm With STATA...#RStats #rstats #rsoftware #rstatistics

Fit Doubly Robust Weighted Generalized Estimating (Estimation) Equations Use drgee With (In) R SoftwareFit Doubly Robust Weighted Generalized Estimating (E...Doubly corrected robust variance estimator in cross sectional IV/GMM Use dcivreg With STATA 18https://dik.si/...#RStats #rstats #rsoftware #rstatistics

Robust Linear regression methods with (for) compositional data as covariates Use complmrob With (In) R Softwarehttps://dik.si/...Doubly corrected methods for "Difference" and "system" GMM dynamic panel estimator Use dcxtab With STATA 18Doubly corrected methods Difference & system GMM dyn...#RStats #rstats #rsoftware #rstatistics

Conditional and partial gamma coefficients Local Dependence (LD) Differential Item Functioning (DIF) partgam_LD partgam_DIF R softwarehttps://ln.run/...Implements the anti-IV method used in Bell (2022), Bell, Calder-Wang, and Zhong (2023), and Bell 2024 Use aivreg With STATA 18https://dik.si/...#RStats #rstats #rsoftware #rstatistics

Kernel partial correlation with RKHS method Use KPCRKHS (KPC) With (In) R Softwarehttps://dik.si/...Partial gamma coefficient Use partgam With STATA 18https://ln.run/...#RStats #rstats #rsoftware #rstatistics

Effect measure modification-extended regression-based closed-formula causal mediation analysis Use regmedint With (In) R SoftwareEffect measure modification extended regression caus...Causal mediation analysis using regression with residuals Use rwrmed With STATA 18Causal mediation analysis using regression with resi...#RStats #rstats #rsoftware #rstatistics

Penalized Quantile regression with fixed effects Use pqr (pqrfe) With (In) R SoftwarePenalized Quantile regression with fixed effects Use...Partialling-out estimator based on iterative sure independence screening Use posis With STATA 18Partialling-out estimator based on iterative sure in...#RStats #rstats #rsoftware #rstatistics

Nonparametric analysis of covariance (ANOVA) Use sm.ancova (sm) With (In) R Softwarehttps://ln.run/...Stepwise Neyman-orthogonal estimator Use posw With STATA 18https://dik.si/...#RStats #rstats #rsoftware #rstatistics

Rigorous Lasso for Linear Models: Inference Use rlassoEffects (hdm) With (In) R Softwarehttps://dik.si/...Program for lasso and square-root lasso estimation with data-driven penalization (Rigorous lasso) Use rlasso With STATA 18https://ln.run/...#RStats #rstats #rsoftware #rstatistics

Quantile regression with ranger Use quantregRanger With (In) R Softwarehttps://ln.run/...Robust multivariate estimation of location and covariance Use robmv With STATA 18https://dik.si/...#RStats #rstats #rsoftware #rstatistics

Minimum distance quantile regression (MDQR) estimator suggested in Melly and Pons (2023) Use mdqr With (In) R SoftwareMinimum distance quantile regression (MDQR) estimato...MM (Method of Moments) Quantile regression Use mmqreg With STATA 18MM (Method of Moments) Quantile regression Use mmqre...#RStats #rstats #rsoftware #rstatistics

Fit a quantile regression model using a penalized quantile loss function Use rq.pen (rqPen) With (In) R SoftwareLink CaptionSmoothed instrumental variables IV quantile regression (SIVQR) Use sivqr With STATA 18Link Caption#RStats #rstats #rsoftware #rstatistics

Cohen's Kappa and weighted Kappa for two raters Use kappa2 (irr) With (In) R SoftwareCohens Kappa and weighted Kappa for two raters Use k...Estimating the local average treatment effect (LATE) using Abadie's kappa approach and other weighting estimators Use kappalate With STATA 18Estimating the local average treatment effect LATE U...#RStats #rstats #rsoftware #rstatistics

Covariate Balancing Propensity Score (CBPS) Estimation Use CBPS With (In) R SoftwareCovariate Balancing Propensity Score CBPS Estimation...IPW- and CBPS-type propensity score reweighting, with various extensions Use psweight With STATA 18IPW CBPS type propensity score reweighting various e...#RStats #rstats #rsoftware #rstatistics

Estimate inverse probability weights (point treatment) Use ipwpoint (ipw) With (In) R SoftwareEstimate inverse probability weights point treatment...Inverse probability weighted parametric survival models with variance obtained via M-estimation Use stipw With STATA 18Inverse probability weighted parametric survival M e...#RStats #rstats #rsoftware #rstatistics

Library of the Super Learner for Ridge Cox Regression Use LIB_COXridge And LIB_COXall (survivalSL) With (In) R SoftwareSuper Learner Ridge Cox Regression LIB_COXridge LIB_...A routine for distributed microdata (micro-data) analysis of business dynamic (dynamics) Use dynemp With STATA 18Routine for distributed microdata analysis of busine...#RStats #rstats #rsoftware #rstatistics

Estimates gravity models via double demeaning (DDM) the left hand side and right hand side of the gravity equation Use ddm (gravity) With (In) R SoftwareGravity models via double demeaning equation Use ddm...Solving (Solves) a gravity model within the universal gravity class (with a positive supply elasticity) Use ge_gravity2 With STATA 18Solving gravity model within universal gravity class...

Classification and regression with random forest Use randomForest With (In) R SoftwareClassification and regression with random forest Use...Isolation forest model Use iforest With STATA 18Isolation forest model Use iforest With STATA 18 - N...#RStats #rstats #rsoftware #rstatistics

A fast implementation of Random Forest (Breiman 2001) or recursive partitioning Use ranger With (In) R SoftwareFast implementation Random Forest recursive partitio...Implement Random Forest algorithm Use rforest With STATA 18Implement Random Forest algorithm Use rforest With S...#RStats #rstats #rsoftware #rstatistics