Tutorial And Guide STATA
410 videos • 650 views • by Timbul Widodo
1
Video Tutorial Uji Validitas dan Reliabilitas STATA 16 Lengkap
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Video Tutorial Uji Validitas dan Reliabilitas STATA 16 Lengkap
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3
Video Tutorial Uji Validitas dan Reliabilitas STATA 16 Lengkap
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4
JB Test (Jarque Bera Test) Normality Test With STATA 16
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JB Test (Jarque Bera Test) Normality Test With STATA 16
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Regression Data Panel Model Least Square Dummy Variables LSDV With STATA 16
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Data Envelopment Analysis (DEA) With STATA 16
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Malmquist Productivity Index (MPI) With STATA 16
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Nonlinear Seemingly Unrelated Regression (nlsur) In STATA
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Panel Data Multinomial Logit Model STATA 17
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Regression Ridge With STATA
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SFA (Stochastic Frontier Analysis) Panel Data STATA 17
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MWD (Mackinnon, White And Davidson) Test Data Panel In STATA 17
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Reporting Results For Regression Panel Data output in Stata 17 using Outreg2 #stata #outreg2
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Tutorial Validity Use Point Biserial Correlation In STATA 17
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Tutorial Reliability Use Kuder Richardson KR 20 In STATA 17
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Dynamic Ordinary Least Squares (DOLS) Panel Data With STATA 17
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Malmquist Productivity Index Use malmq2 With STATA 17
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Tutorial Difference In differences (DID) With STATA 17
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Regression Tobit Panel Data Fixed Effect Use Pantob With STATA 17
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Regression Tobit Panel Data (Common (tobit), Fixed (pantob), Random (xttobit) Effect) STATA 17
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Blinder Oaxaca (Xtoaxaca) Decomposition Panel Data Use xtoaxaca With STATA 17
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Panel Fully Modified OLS (FMOLS) Use cointreg And xtcointreg With STATA 17
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Technical Efficiency SFA (Stochastic Frontier Analysis) Panel Data STATA 17
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Sensitivity and Specificity analysis Use diagtest in STATA 17
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SFA (Stochastic Frontier Analysis) Use sfcross In STATA 17
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Structural Breaks In Time Series And Panel Data Use xtbreak With STATA 17
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Classic Assumptions of Panel Data Regression Common Effect Model & Fixed Effect Model STATA 17
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Zero Inflated Ordered Logit Model Used ziologit With STATA 17
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Zero Inflated Ordered Probit Model Used zioprobit With STATA 17
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Heckman selection model With STATA 17
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Heckman selection model Panel Data Use heckman xtheckmanfe xtheckman With STATA 17
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A generalized two-step Heckman selection model Use gtsheckman With STATA 17
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Generalized Poisson Regression (GPR) Use gnpoisson With STATA 17
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Poisson Regression Panel Data Use poisson xtpoisson Common Fixed Random Effect With STATA 17
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Generalized Logit Regression (GLR) Use gologit2 and gologit With STATA 17
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Generalized Probit Regression Use goprobit With STATA 17
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Generalized Multinomial Logit Regression Use gmnl With STATA 17
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Random Effects Generalized Ordered Probit Use regoprob and regoprob2 With STATA 17
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Gregory Hansen test for cointegration with regime shifts Use ghansen With STATA 17
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Seemingly Unrelated Regression (SUR) Random Effect Model (RE) Use xtsur With STATA 17
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Heterogeneous difference in differences Use hdidregress With STATA 18
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Heterogeneous difference in differences for panel data Use xthdidregress With STATA 18
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Slacks based Measure of Efficiency in Stata Use sbmeff With STATA 18
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Partial least squares structural equation modelling (PLS-SEM) Use plssem With STATA 18
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Structural Equation Modeling (SEM) Use sem With STATA 18
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Order-alpha efficiency analysis Use orderalpha With STATA 18
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Nonlinear decomposition of binary outcome Use fairlie With STATA 18
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Kernel-based Regularized Least Squares (KRLS) Use krls With STATA 18
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Simar & Wilson (2007) two stage efficiency analysis Use simarwilson With STATA 18
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Coarsened Exact Matching Use cem With Stata 18
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Installation (Install (Installing) spost13 ado (spost13_ado) STATA
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Panel Data Negative Binomial Regression Model Use nbreg And xtnbreg With STATA 18
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Workshop Panel Data Regression Free With Stata, Eviews, Gretl, R Software
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Sobel-Goodman Tests of Mediation Use sgmediation2 in Stata
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Chi-Square (Squared) Test Use tabulate With STATA 18
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Principal components difference in differences Use pcdid With STATA 18
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OLS Spurious Regression Diagnostic Use lmsrd With STATA 18
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Extended Generalized Linear Models Use pglm With STATA 18
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Meta-analytical Integration of Diagnostic Accuracy Studies Use midas With STATA 18
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Multivariate regression Use mvreg With STATA 18
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Random coefficients model Use xtrc With STATA 18
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meta analysis and meta regression of diagnostic test accuracy data Use metadta With STATA 18
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dynamically simulate autoregressive distributed lag (ARDL) models Use dynardl With STATA
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Jochmans (2019) test for serial correlation in panel data models Use xtserialpm With STATA 18
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Spurious Regression Panel Data (Nonstationary Panel Data) With STATA 18
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Mahalanobis and Propensity score Matching Use psmatch2 With STATA 18
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Composite variables using the partial least squares path modeling PLS algorithm Use pls STATA 18
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Panel vector autoregressive models (PVARs) Use pvar And pvar2 And xtvar With STATA 18
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Structural vector autoregressive models (var svar) Use svar With STATA 18
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Meta analysis regression (revised) Use metareg With STATA 18
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Fama and MacBeth (1973) procedure Use xtfmb With STATA 18
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Rolling window regressions and by (group) regressions Use asreg With STATA 18
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Linear Models With Many Levels of Fixed Effects Use reghdfe With STATA 18
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Linear Regression with 2 (Two) High Dimensional Fixed Effects Use reg2hdfe With STATA 18
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Blocking with regression adjustments use psreg with STATA 18
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Quantile Regression for Panel Data (QRPD) Use qregpd With STATA 18
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Path analysis using ols regression Use pathreg With STATA 18
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Fixed-, between-, and random-effects quantile regression Use xtmdqr With STATA 18
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Minimum distance quantile regression Use mdqr With STATA 18
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censored quantile regression (CQR) instrumental variable (CQIV) estimation Use cqiv With STATA 18
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Quantile regression with robust and clustered standard errors Use qreg2 With STATA 18
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Powell's mcmc (Markov chain Monte Carlo) simulated censored quantile regression mcmccqreg STATA 18
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Quantile regression with fixed effects (MM-QR regression) Use xtqreg With STATA 18
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Generalized linear models finite cdf quantile Use cdfquantreg And cdfquantreg01 With STATA 18
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Linear regressions with multi way clustered standard errors Use cgmreg With STATA 18
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Linear regressions with multi-way clustered standard errors bootstrapped cluster cgmwildboot STATA
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Arbitrary Correlation Regression Use acreg With STATA 18
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Poisson Regression with Two High Dimensional Fixed Effects Use poi2hdfe With STATA 18
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Poisson pseudo maximum likelihood regressions (PPML) multi way fixed effects Use ppmlhdfe STATA 18
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Extended instrumental variable regressions with multiple levels of fixed effects ivreghdfe STATA 18
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Summary and diagnostic linear regression with multiple fixed effects use sumhdfe With STATA 18
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Regressions with two way fixed effects or match effects for large datasets Use twfe With STATA 18
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Two Stage Difference in Differences (DID) Use did2s With STATA 18
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Doubly Robust Difference in Difference (DID) with Multiple periods estimator drdid csdid STATA 18
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Difference-in-Difference (DID) models using Mundlak approach Use jwdid With STATA 18
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Causal analysis of treatments with varying start dates and durations Use flexpaneldid With STATA 18
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Synthetic Difference In Differences (DID) Estimation Use sdid With STATA 18
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Local Projections Difference-in-Differences (DID) Use lpdid estimator With STATA 18
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Difference in Differences Treatment Heterogeneity Robust Two Way Fixed Effects wooldid STATA 18
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Treatment effect estimation and pre trend testing in event studies use did imputation With STATA 18
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Difference in Difference (DID) designs multiple groups and periods Use did multiplegt With STATA 18
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Difference-in-Difference (DID) designs multiple groups and periods did_multiplegt_dyn With STATA 18
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Estimation with Fuzzy Difference-in-Difference (DID) Designs Use fuzzydid With STATA 18
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Regression discontinuity (RD) estimator (Regression discontinuity Designs(RDD)) Use rd With STATA 18
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Draw a random sample Use gsample With STATA 18
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Spatial Panel Econometric Regression Models: Stata Module Toolkit Use spregxt With STATA 18
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Spatial Cross Sections Econometric Regression Models Use spregcs With STATA 18
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Maximum Likelihood Estimation Spatial Durbin Panel Regression Use spregsdmxt With STATA 18
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Spatial Panel Fixed Effects Regression Lag and Durbin Models Use spregfext With STATA 18
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Spatial Panel Random Effects Regression Lag and Durbin Models Use spregrext With STATA 18
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Maximum Likelihood Estimation Spatial Durbin Cross Sections Regression Use spregsdm With STATA 18
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Maximum Likelihood Estimation Spatial Error Cross Sections Regression Use spregsem With STATA 18
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Maximum Likelihood Estimation Spatial Error Panel Regression Use spregsemxt With STATA 18
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Maximum Likelihood Estimation Spatial Lag Cross Sections Regression Use spregsar With STATA 18
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Maximum Likelihood Estimation Spatial Lag Panel Regression Use spregsarxt With STATA 18
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Production Function Estimation Based On The Control Function Approach Use prodest With STATA 18
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Total factor productivity TFP with undesirable outputs Use gtfpch With STATA 18
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Decomposition of effects in non linear probabiltiy models using the KHB method Use khb With STATA 18
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Generalized Spatial Two Stage Least Squares (2SLS) Cross Sections Regression Use gs2sls In STATA 18
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Generalized Spatial Panel Two Stage Least Squares (GS2SLS) Use gs2slsxt With STATA 18
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Hansen (2000) thresholdtest and thresholdreg for time series observations in Stata 18
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Malmquist Energy Productivity Index in Stata Use mepi With STATA 18
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Consistent estimation of fixed effects stochastic frontier models use sftfe With STATA 18
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Fitting Spatial panel Stochastic Frontier Models Orea Álvarez Galli Use spxtsfa in Stata 18
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Spatial Durbin stochastic frontier model with endogenous variables Use sdsfe With STATA 18
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Production function estimation Levinsohn Petrin productivity estimator Use levpet With STATA 18
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Spatial panel stochastic frontier models in the style of Orea and Álvarez and Galli xtsfsp STATA 18
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Fitting Partially Linear Functional Coefficient Panel Data Models Use xtplfc With STATA 18
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Baltagi&Li’s (2002) semiparametric fixed effects regression estimator panel data xtsemipar STATA 18
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Routine estimate difference in differences models presence treatment spillovers cdifdif STATA 18
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Panel Stochastic Frontier Model swith Endogeneity Use xtsfkk And sfkk With STATA 18
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Multivariate random effects meta analysis and meta regression Use mvmeta With STATA 18
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The Two-Tier Stochastic Frontier Framework models (2TSF) Use sftt With STATA 18
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Matching based decomposition differences outcomes between two groups following Ñopo (2008) STATA 18
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Synthetic control methods for comparative case studies Use synth With STATA 18
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synthetic control method SCM placebo robustness and visualization Use synth2 With STATA 18
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Robust stochastic frontier models with non Gaussian noise distributions Use rfrontier With STATA 18
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count data stochastic frontiers and underreported and overreported counts Use sfcount With STATA 18
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Counterfactual Estimators for Causal Inference Time Series Cross Sectional Data Use fect STATA 18
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Approximate sign test for testing continuity of a density at a point Use rdcont With STATA 18
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Sharp Regression Discontinuity Design with Cross Validation Bandwidth Selection Use rdcv STATA 18
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Permutation Tests Regression Discontinuity Design (Canary and Kamat (2017) Use rdperm With STATA 18
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Fully saturated linear regression covariate adaptive randomization standard error car STATA 18
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Generalized Maximum Entropy Estimation of Linear Models Use gmentropylinear With STATA 18
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Generalized maximum entropy estimation of discrete choice models Use gmentropylogit With STATA 18
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Multinomial treatment effects of a negative binomial regression model Use mtreatnb With STATA 18
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Multinomial treatment effects regression Use mtreatreg With STATA 18
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Run IV2SLS with many levels of fixed effects (i.e. ivreg2+reghdfe) Use ivreghdfe With STATA 18
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Continuation Ratio Regression Models Use cratreg With STATA 18
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Generalized Continuation Ratio Regression Models Use gencrm With STATA 18
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Conduct Confirmatory Tetrad Analysis (CTA) Use tetrad With STATA 18
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Directional distance function (DDF) undesirable outputs for efficiency measurement teddf STATA 18
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Fit unconditional logistic regression Use riflogit With STATA 18
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Regression sensitivity analysis Use regsensitivity With STATA 18
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Penalized logistic regression (PLR) Use penlogit With STATA 18
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cure model regression (split-population model) or parametric-cure model (PCM) Use cureregr STATA 18
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Conditional Logistic Regression Use clogit With STATA 18
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Unconditional Quantile (Recentered Influence Function (RIF)) Regression Use rifreg With STATA 18
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Local Polynomial RD Estimation with Robust Confidence Intervals rdrobust & rdboottest With STATA 18
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Generalized Linear Ordinal Regression Models Use oglm With STATA 18
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McFadden’s Choice Model (Alternative-Specific Conditional Logit) cmclogit & asclogit With STATA 18
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Honest inference in regression discontinuity designs (RD) Use rdhonest With STATA 18
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counterfactual distribution estimation and decomposition of group differences Use cdist STATA 18
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Network Regressions Use nwxtregress With (In) STATA 18
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Blinder Oaxaca decomposition for linear and nonlinear models Use nldecompose With STATA 18
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Estimating Input/Output Directional Distance Function linear programming techniques dflp STATA 18
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Super fast grouped regressions Use regressby (In) With STATA 18
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4 way decomposition using parametric regression models Use med4way With STATA 18
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provide suite of sensitivity analysis tools for Ordinary Least Square (OLS) Use sensemakr STATA 18
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MagnifiedIV to run a group or weight-based magnified instrumental variables estimator With STATA 18
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Scenarios for models with binary dependent variables Use scenreg With STATA 18
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Fitting a measurement model with causal indicators Use propcnsreg With STATA 18
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Student's t regression model Use tregress With STATA 18
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Multivariate distance kernel matching Use kmatch With STATA 18
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Kinky least squares estimation (KLS) and inference Use kinkyreg With STATA 18
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Weighted Least Squares with factor variables Use regwls With STATA 18
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Rolling regressions estimation models (model) Use rollreg with Stata 18
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Interval regression model (models) Use intreg With STATA 18
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Generalized ridge regression Use rxridge With STATA 18
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Fitting ordinal logistic regression models Use adjcatlogit And ccrlogit And ucrlogit With STATA 18
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Generalized interval regression model models Use gintreg With STATA 18
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A (command) program to examine dynamic compositional dependent variables Use dynsimpie With STATA 18
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Plotting clustered trees Use treecluster With STATA 18
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Almost ideal demand systems (AIDS) Use quaids With STATA 18
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Programs for post selection & post regularization OLS or IV estimation inference pdslasso STATA 18
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Model selection and prediction with regularized regression use lassopack With STATA 18
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For logistic lasso regression use lassologit With STATA 18
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A command for fitting (Discrete Choice) Random Regret Minimization models Use randregret In STATA 18
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Distribution regression Use drprocess With STATA 18
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Isotonic regression analysis (extended) Use irax With STATA 18
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Romano Wolf stepdown code Use rwolf for STATA 18
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Common Correlated Effects estimators Use xtmg With STATA 18
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Marginal treatment effects estimation with fixed effects for (Use) mtefe With STATA 18
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Dynamic Panel Data Models using Maximum Likelihood Use xtdpdml With STATA 18
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Linear Dynamic Panel Data Models Based on Nonlinear Moment Conditions Use xtdpdgmm With STATA 18
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Estimating Dynamic Common Correlated Effects Models Use xtdcce2 in (With) STATA 18
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Cluster specific information and cluster jackknife Use summclust With STATA 18
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Compute Campbell Yogo 2006 confidence intervals for predictability regressions Use cyreg With STATA
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Estimate sensitivity analysis for causal mediation effects medeff & medsens & mediate With STATA 18
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