Statistical Software Components

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XTDPDGMM: Stata module to perform generalized method of moments estimation of linear dynamic panel data models: Sebastian Kripfganz
XTDPDML: Stata module to estimate Dynamic Panel Data Models using Maximum Likelihood: Richard Williams, Paul Allison and Enrique Moral-Benito
XTDPDQML: Stata module to perform quasi-maximum likelihood linear dynamic panel data estimation: Sebastian Kripfganz
XTDPDSERIAL: Stata module to perform panel data serial correlation tests: Sebastian Kripfganz
XTENDOTHRESDPD: Stata module to estimate a Dynamic Panel Data Threshold Effects Model with Endogenous Regressors: Ibrahima Diallo
XTEUROSTAT: Stata module to import data from Eurostat in panel data structure: Duarte Gonçalves
XTEVENT: Stata module to estimate and visualize linear panel event-study models: Simon Freyaldenhoven, Christian Hansen, Jorge Pérez Pérez and Jesse Shapiro
XTEWREG: Stata module to estimate errors-in-variable model with mismeasured regressors: Timothy Erickson, Robert Parham and Toni Whited
XTFEIS: Stata module to estimate linear Fixed-Effects model with Individual-specific Slopes (FEIS): Volker Ludwig
XTFISHER: Stata module to compute Fisher type unit root test for panel data: Scott Merryman
XTFIXEDCOEFTVCU: Stata module to estimate Panel Data Models with Coefficients that Vary over Time and Cross-sectional Units: Ibrahima Diallo
XTFMB: Stata module to execute Fama-MacBeth two-step panel regression: Daniel Hoechle
XTGCAUSE: Stata module to test for Granger non-causality in heterogeneous panels: Luciano Lopez and Sylvain Weber
XTGEEBCV: Stata module to compute bias-corrected (small-sample) standard errors for generalized estimating equations: John A. Gallis, Fan Li and Elizabeth L. Turner
XTGLS2: Stata module to estimate GLS estimator for large N, small T panel data models: Hoàng Bá Mạnh
XTGLSR: Stata module to calculate robust, or cluster-robust variance after xtgls: Gueorgui Kolev
XTGPS: Stata module to estimate Hoechle, Schmid, and Zimmermann's (2024) GPS regression model for analyzing asset returns: Daniel Hoechle
XTGRANGERT: Stata module for improved Granger non-causality testing in heterogeneous and homogeneous panel data: Jiaqi Xiao, Yiannis Karavias, Vasilis Sarafidis, Artūras Juodis and Jan Ditzen
XTGRAPH: Stata module to produce graphs of cross-sectional time series (xt) data: Paul Seed
XTHECKMANFE: Stata module to fit panel data models in the presence of endogeneity and selection: Fernando Rios-Avila
XTHRTEST: Stata module to perform Born & Breitung Bias-corrected HR-test for first order panel serial correlation: Jesse Wursten
XTHST: Stata module to test slope homogeneity in large panels: Jan Ditzen and Tore Bersvendsen
XTHYBRID: Stata module to estimate hybrid and correlated random effect (Mundlak) models within the framework of generalized linear mixed models (GLMM): Francisco (Paco) Perales and Reinhard Schunck
XTIDT: Stata module to compute Identification Variables in Panel Data: Emad Shehata
XTILE2: Stata module to create a new variable that categorizes exp by its quantiles: Zhiqiang Wang
XTILETEST: Stata module to test equality of percentiles across groups of observations: Christopher Baum
XTIMPORTU: Stata module to import monthly, quarterly, half-yearly or yearly time series and panel data as panelvar timevar valuevar from a supported file format to memory or a file: Ilya Bolotov
XTINE: Stata module to calculate percentile and quantile for a numeric variable: Christine Cook
XTISTEST: Stata module to perform Portmanteau test for panel serial correlation: Jesse Wursten
XTITSA: Stata module for performing interrupted time-series analysis for panel data: Ariel Linden
XTIVDFREG: Stata module to perform defactored instrumental variables estimation of large panel data models: Sebastian Kripfganz and Vasilis Sarafidis
XTIVREG28: Stata module to perform extended IV/2SLS, GMM and AC/HAC, LIML and k-class regression for panel data models (version 8): Mark Schaffer
XTIVREG2: Stata module to perform extended IV/2SLS, GMM and AC/HAC, LIML and k-class regression for panel data models: Mark Schaffer
XTKR: Stata module to implement the Keane and Runkle estimator for dynamic panel data models: Timothy Neal and Michael Keane
XTLOGLIN: Stata module to perform robust Lagrange multiplier test of linear and log-linear models against Box-Cox alternatives after regress or xtreg: David Vincent
XTLSDVC: Stata module to estimate bias corrected LSDV dynamic panel data models: Giovanni Bruno
XTMG: Stata module to estimate panel time series models with heterogeneous slopes: Markus Eberhardt
XTMIPOLATEU: Stata module to replace missing values in a time series, two- or multidimensional varlist with interpolated (extrapolated) ones: Ilya Bolotov
XTMIS: Stata module to report missing observations for each variable in xt data: Minh Nguyen
XTMIXED_CORR: Stata module to compute model-implied intracluster correlations after xtmixed: Roberto G. Gutierrez
XTMIXEDIOU: Stata module to estimate Linear mixed effects Integrated Ornstein-Uhlenbeck model: Rachael Hughes
XTMOD: Stata module to analyze and display interactions based on time-series data: Daniel Seifert
XTMORAN: Stata module to calculate Moran's I and Moran's Ii statistics for panel data and displaying a Moran scatterplot: Chen Zihou, Liu Xiangge and Xu Jiahui
XTMRHO: Stata module to calculate intra-class correlations after xtmixed: Lars Kroll
XTNONDYNTHRESHSFA: Stata module to estimate Threshold Effects in Non-Dynamic Panel Data Stochastic Frontier Models: Ibrahima Diallo
XTNPTIMEVAR: Stata module to estimate non-parametric time-varying coefficients panel data models with fixed effects: Ibrahima Diallo
XTNUMFAC: Stata module to estimate the number of factors in panel data: Jan Ditzen and Simon Reese
XTOOS: Stata module for evaluating the out-of-sample prediction performance of panel-data models: Alfonso Ugarte-Ruiz
XTOVERID: Stata module to calculate tests of overidentifying restrictions after xtreg, xtivreg, xtivreg2, xthtaylor: Mark Schaffer and Steven Stillman
XTPATTERN: Stata module to generate code showing pattern of xt data: Nicholas Cox