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

Profit efficiency Data Envelopment Analysis (DEA) model Use model_profit (deaR) With (in) R SoftwareProfit efficiency Data Envelopment Analysis model Us...Decission Tree With Chi-square automated interaction detection (CHAID) Use chaid With STATA 18Decission Tree With Chi square automated interaction...#RStats #rstats #rsoftware #rstatistics

Fisher's Exact Test for Count Data Use https://fisher.test With (In) R SoftwareFishers Exact Test for Count Data Use fisher test Wi...Fisher's Exact Test for Count Data Use tabulate With STATA 18Fishers Exact Test for Count Data Use tabulate With ...#RStats #rstats #rsoftware #rstatistics

Longitudinal data analysis via linear quantile mixtures Use lqmix With (In) R SoftwareLongitudinal data analysis via linear quantile mixtu...Irving fisher arithmetic distributed lag model Use dlagif With STATA 18Irving fisher arithmetic distributed lag model Use d...#RStats #rstats #rsoftware #rstatistics

Ordinary ridge regression estimator Use rid (lrmest) With (In) R SoftwareOrdinary ridge regression estimator Use rid or lrmes...Graph the coefficients of a Quantile Regression Use grqreg With STATA 18Graph the coefficients of a Quantile Regression Use ...#RStats #rstats #rsoftware #rstatistics

Liu estimation of linear regression model with collinear regressors Use liu (liureg) With (In) R SoftwareLiu estimation linear regression model collinear reg...Curve estimation regression statistics and related plots between two variables for alternative curve estimation regression models Use curvefit With STATA 18Curve estimation regression plots between two variab...#RStats #rstats #rsoftware #rstatistics

Robust effect size index (RESI) estimation Use resi (RESI) With (In) R SoftwareRobust effect size index RES estimation Use resi RES...Cohen's f2 effect size measure after running xtmixed or mixed Use meffects With STATA 18Cohens f2 effect size measure after running xtmixed ...#RStats #rstats #rsoftware #rstatistics

Newey-West HAC Covariance Matrix Estimation Use NeweyWest (sandwich) With (In) R SoftwareNewey West HAC Covariance Matrix Estimation Use Newe...Fama-Macbeth (1973) regression with Newey-West (1987) standard errors Use fm With STATA 18Fama Macbeth regression with Newey West standard err...#RStats #rstats #rsoftware #rstatistics

Fast staggered and flexible Difference-in-Differences (DiD) estimators in Callaway and Sant’Anna’s (2021) Use fastdid With (In) R SoftwareFast staggered flexible Difference in Differences es...Difference-in-differences (DiD) estimations treatment effects under alternative Parallel-q assumptions Use didq With STATA 18Difference in differences treatment effects alternat...#RStats #rstats #rsoftware #rstatistics