Timbul Widodo, S.TP's repositories
lslogit
Estimate mixed logit labor supply models Use lslogit With STATA 18
chks
Estimation of Linear Or Non linear (index) with sample selection Zero Inefficiency Stochastic Frontier Models Use chks With STATA 18
vglmer
Variational generalized linear mixed effects regression Use vglmer With (In) R Software
robmixglm
Fits a Robust Generalized Linear Model and Variants Use robmixglm With (In) R Software
limpe_re
Estimate the linear-in-means peer effects model with random group effects Use limpe_re With STATA 18
VarReg
Semi-Parametric Variance Regression Use semiVarReg (VarReg) With (In) R Software
kfoldclass
Classification statistics for k-fold cross-validation of binary outcomes Use kfoldclass With STATA 18
fmlogit
Fitting a estimate fractional multinomial logit models by quasi maximum likelihood (QMLE) Use fmlogit With STATA 18
fmlogit_r
Fitting a estimate fractional multinomial logit models by quasi maximum likelihood (QMLE) Use fmlogit With (In) R Software
strucchange
Structural change tests (chow test) in linear regression models Use sctest (strucchange) With R Software
staggered
Implementing R staggered package (efficient estimation Under staggered treatment effect timing) based on Roth and Sant'Anna (2021) Use staggered With STATA 18
stpreg
Event probability regression of Occurrence of events models Use stpreg With STATA 18
loglm
Loglinear Models Use loglm With (In) R Software
unitModalReg
Parametric modal regression models for bounded data Use unitModalReg With (In) R Software
chowreg
Structural change regression and chow test Use chowreg With STATA 18
hurlin
Panel Data Granger (Non-) Causality Test (DumitrescuHurlin (2012)) With Eviews 13
lqreg
Logistic quantile regression for bounded outcomes Use lqreg With STATA 18
lqr
Robust Linear Quantile Regression Use lqr With (In) R Software
xtgcause
Testing for Granger causality in panel data With Panel Granger (Non-)Causality Test (Dumitrescu/Hurlin (2012)) Use xtgcause With STATA 18
pgrangertest
Testing for Granger causality in panel data With Panel Granger (Non-)Causality Test (Dumitrescu/Hurlin (2012)) Use pgrangertest (plm) With (In) R Software
Kruskal_wallis_test
Kruskal Wallis Teat Use R Software Complete Step By Step
runmixregmls
Mixed-effects location scale model analysis software assuming a (conditionally) normally-distributed dependent variable Use runmixregmls (mixreglms) With STATA 18
twopm
Two-part models Use twopm With STATA 18
twopartm
Two-part models Use twopartm (tpm) With (In) R Software
msreg
Consistent estimation of linear regression models using matched data Use msreg With STATA 18
glmreg
Fit a GLM with lasso (or elastic net), snet or mnet regularization Use glmreg With (In) R Software
xtrifreg
Unconditional quantile regression with fixed effects Use xtrifreg With STATA 18