# Boston College Department of Economics

# Statistical Software Components

**Contact information of Boston College Department of Economics:**

Postal: Boston College, 140 Commonwealth Avenue, Chestnut Hill MA 02467 USA

Phone: 617-552-3670

Fax: +1-617-552-2308

Email:

Web page: http://fmwww.bc.edu/EC/

More information through EDIRC

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Web: http://repec.org/docs/ssc.php **Editor:**

Additional information is available for the following
registered editor(s): Christopher F Baum
**For corrections or technical questions regarding this series, please contact
(Christopher F Baum)** **Series handle:** repec:boc:bocode
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### 2008

**_PEERS: Stata module to allow egen to compute the average characteristics of peers in a given unit (school, firm, etc.) specified by by()***by*Amine Ouazad**METAGEN: Stata module to perform meta-analysis of genetic-association studies***by*Pantelis Bagos**FIRTHLOGIT: Stata module to calculate bias reduction in logistic regression***by*Joseph Coveney**HISTORAJ: Stata module to produce histogram with descriptive statistics***by*Rajesh Tharyan**SOEPDO: Stata module to handle SOEP drop-outs***by*Tim Stegmann**PV: Stata module to perform estimation with plausible values***by*Kevin Macdonald**PRODVARS: Stata module to create product variables for two lists of input variables***by*Roger Newson**XTSUR: Stata module to estimate seemingly unrelated regression model on unbalanced panel data***by*Minh Cong Nguyen**METACUM: Stata module to perform cumulative meta-analysis, with graphics***by*Ross Harris & Jonathan Sterne**WDIRESHAPE: Stata module to reshape World Development Indicators database***by*P. Wilner Jeanty**PAVERAGE: Stata module to calculate p-period-average series in a panel dataset***by*P. Wilner Jeanty**USESPSS: Stata module to import SPSS (*.sav) data (Windows only)***by*Sergiy Radyakin**CHINA_MAP: Stata module to provide map of China's provinces***by*Scott Merryman**LTIMBIMATA: Stata module containing six general-purpose Mata functions***by*Diallo Ibrahima Amadou**INEQRBD: Stata module to calculate regression-based inequality decomposition***by*Carlo V. Fiorio & Stephen P. Jenkins**CI_MARG_MU: Stata module to produce simulation-based confidence intervals after gllapred***by*Sophia Rabe-Hesketh**RRREG: Stata module to estimate linear probability model for randomized response data***by*Ben Jann**USE10: Stata module to use and describe version 10 datafiles in Stata 9.2***by*Sergiy Radyakin**REGSAVE: Stata module to save regression results to a Stata-formatted dataset***by*Julian Reif**WTPCIKR: Stata module to estimate Krinsky and Robb Confidence Intervals for Mean and Median Willingness to Pay***by*P. Wilner Jeanty**INORM: Stata module to perform multiple imputation using Schafer's method***by*John C. Galati & John B. Carlin**LABGEN: Stata module to generate or replace variables with definitions in variable labels***by*Nicholas J. Cox**NLCHECK: Stata module to check linearity assumption after model estimation***by*Ben Jann**LOGITCPRPLOT: Stata module to graph component-plus-residual plot for logistic regression***by*Ben Jann**APPENDFILE: Stata module to append text files***by*Julian Reif**PSPLINE: Stata module providing a penalized spline scatterplot smoother based on linear mixed model technology***by*Ben Jann & Roberto G. Gutierrez**ELECTOOL: Stata module containing toolkit to analyze electoral data***by*Antonio M. Jaime-Castillo**TEXSAVE: Stata module to save a dataset in LaTeX format***by*Julian Reif**HOTVALUE: Stata module to generate scales with missing values conditionally imputed***by*Paul Millar**FMLOGIT: Stata module fitting a fractional multinomial logit model by quasi maximum likelihood***by*Maarten L. Buis**TABLETUTORIAL: Stata module to provide tutorial on automated table generation and reporting with Stata***by*Ben Jann**SAMPICC: Stata module to compute sample size for an intra-class correlation (ICC)***by*Paul F. Visintainer**ICCCONF: Stata module to compute a confidence interval for an intraclass correlation (ICC)***by*Paul F. Visintainer**BANDPLOT: Stata module to plot summary statistics of responses for bands of predictors***by*Nicholas J. Cox**PANELTHIN: Stata module to identify observations for possible thinned panel dataset***by*Nicholas J. Cox**BYHIST: Stata module to produce interlaced histograms***by*Austin Nichols**BIHIST: Stata module to produce bihistograms***by*Austin Nichols**OUTFIXT: Stata module to write fixed-format text file***by*Austin Nichols**PWCORR2: Stata module to compute pairwise correlations and return results***by*Christopher F Baum**RCSGEN: Stata module to generate restricted cubic splines and their derivatives***by*Paul Lambert**MOL: Stata module to evaluate literacy level***by*Joao Pedro Azevedo**METADATA: Stata module to enable access to metadata***by*Nikos Askitas**XBALANCE: Stata module to compute standardized differences for stratified comparisons via R***by*Jake Bowers & Mark Fredrickson & Ben Hansen**STOCKQUOTE: Stata module to retrieve stock quotes to a Stata-formatted dataset***by*Nikos Askitas**ITSP_ADO: Stata module to accompany Introduction to Stata Programming book***by*Christopher F Baum**PRESS: SAS Routine to perform the PRESS calculation in regression***by*Roger L. Goodwin**COOKSD: SAS Routine to calculate the Cook's D statistic***by*Roger L. Goodwin**BLINDING: Stata module to compute blinding indexes***by*Jiefeng Chen**STPEPEMORI: Stata module to test the equality of cumulative incidences across two groups in the presence of competing risks***by*Enzo Coviello**FISKFIT: Stata module to fit a Fisk distribution by ML to unit record data***by*Maarten L. Buis & Stephen P. Jenkins**HETRED: Stata module to implement heterogeneity reducing algorithms***by*Nikolaos A. Patsopoulos**VIOPLOT: Stata module to produce violin plots with current graphics***by*Nick Winter & Austin Nichols**INTEFF3: Stata module to compute partial effects in a probit or logit model with a triple dummy variable interaction term***by*Thomas Cornelissen & Katja Sonderhof**TOUCH: Stata module to create a blank data file***by*Ari Friedman**IFIN: Stata module to generate a local containing an if statement to select multiple values***by*Ari Friedman**LDECOMP: Stata module decomposing the total effects in a logistic regression into direct and indirect effects***by*Maarten L. Buis**VLC: Stata module to compare value labels across datasets***by*Austin Nichols**RENSHEET: Stata module to edit variable names and labels***by*Austin Nichols**CPIGEN: Stata module to add US CPI series to current dataset***by*Austin Nichols**DDF2DCT: Stata module to facilitate infiling US Government data distributed with a DDF***by*Austin Nichols**OPENALL: Stata module to open all specified files with append***by*Ari Friedman**UNIQUESTRATA: Stata module to abort the program if the specified variables don't collectively account for every observation***by*Ari Friedman**MAPCH: Stata module map chains of events***by*Ward Vanlaar**FESE: Stata module to calculate standard errors for fixed effects***by*Austin Nichols**SCORES: Stata module to create scores (row-wise) of a set of variables allowing the specification of the number of valid values required***by*Dirk Enzmann**SKNOR: Stata module to generate a sample from a normal or skewed (skew-normal) distribution, as defined by the user***by*Evangelos Kontopantelis**SKBIM: Stata module to generate a sample from a bimodal distribution using normal or skewed (skew-normal) unimodal distributions, as defined by the user***by*Evangelos Kontopantelis**LOCPR: Stata module for semi-parametric estimation***by*Austin Nichols**STCBAND: Stata module to compute Equal precision and Hall-Wellner confidence band for survival function***by*Enzo Coviello**BIOPROBIT: Stata module for bivariate ordered probit regression***by*Zurab Sajaia**MULOGIT: Stata module to calculate multivariate and univariate odds ratios in logistic regression***by*Leif E. Peterson**ARCHQQ: Stata module to generate Q-Q plot and distribution tests for ARCH models***by*Sune Karlsson**ARMADIAG: Stata module to compute post-estimation residual diagnostics for time series***by*Sune Karlsson**ARMAROOTS: Stata module to compute roots of AR- and MA-polynomials***by*Sune Karlsson**NEWSIMPACT: Stata module to compute news impact curve for ARCH models***by*Sune Karlsson**TWOWAY_PAREA: Stata module to generate area graph with pattern fills (Windows only)***by*Sergiy Radyakin**UMBRELLA: Stata module to perform O'Brien's Umbrella test***by*William D. Dupont & W. Dale Plummer, Jr.**POSTRCSPLINE: Stata module containing post-estimation commands for models using a restricted cubic spline***by*Maarten L. Buis**HLP2PDF: Stata module to create PDF or PostScript from Stata help file***by*Christopher F Baum**MIRA: Stata module to compute Rubin's measure for multiple imputation regression analysis***by*Rodrigo Alfaro**ADDINBY: Stata module to add in data from a disk dataset using a foreign key***by*Roger Newson

### 2007

**MVMETA: Stata module to perform multivariate random-effects meta-analysis***by*Ian White**HTE: Stata module to perform heterogeneous treatment effect analysis***by*Ben Jann & Jennie E. Brand & Yu Xie**IVREG28: Stata module for extended instrumental variables/2SLS and GMM estimation (v8)***by*Christopher F Baum & Mark E Schaffer & Steven Stillman**NONPARAMREG: MATLAB function to estimate nonparametric regression***by*Shapour Mohammadi**DAG: SAS routine to perform jackknife estimation***by*Roger L. Goodwin**DASP: Stata modules for distributive analysis***by*Araar Abdelkrim & Jean-Yves Duclos**SPATDWM: Stata modules for US State and County spatial distance matrices***by*Yihua Calvin Yu**CONCINDC: Stata module to calculate concentration index with both individual and grouped data***by*Zhuo (Adam) Chen**GRUBBS: Stata module to perform Grubbs' test for outliers***by*Nicolas Couderc**GROUPCL: Stata module to estimate grouped conditional logit models***by*Paulo Guimaraes**IMPUTERASCH: Stata module to impute binary data by a Rasch model***by*Jean-Benoit Hardouin**IMPUTEMOK: Stata module to impute binary data by a Mokken scale***by*Jean-Benoit Hardouin**IMPUTEITEMS: Stata module to impute missing data of binary items***by*Jean-Benoit Hardouin**WTP: Stata module to estimate confidence intervals for willingness to pay measures***by*Arne Risa Hole**ASCIIPLOT: Stata module to graph ASCII character set in current graph font***by*Michael Blasnik & Svend Juul & Nicholas J. Cox**PLSSAS: Stata module to execute SAS partial least squares procedure (Windows only)***by*Adrian Mander**SPEC_STAND: Stata module to create dataset of stratum-specific, unadjusted and standardized rates***by*Rosa Gini**SPMAP: Stata module to visualize spatial data***by*Maurizio Pisati**STARJAS: Stata module to produce Arjas plot to check proportional hazards assumption***by*Enzo Coviello**FASTGINI: Stata module to calculate Gini coefficient with jackknife standard errors***by*Zurab Sajaia**XTMRHO: Stata module to calculate intra-class correlations after xtmixed***by*Lars E. Kroll**SKILMACK: Stata module to calculate Skillings-Mack statistic***by*Mark Chatfield**HSMODE: Stata module to calculate half-sample modes***by*Nicholas J. Cox**OVBD: Stata module to generate correlated random binomial data***by*Joseph Coveney**JNSN: Stata module to fit Johnson distributions***by*Joseph Coveney**XTPQML: Stata module to estimate Fixed-effects Poisson (Quasi-ML) regression with robust standard errors***by*Tim Simcoe**RDCI: Stata module to calculate risk difference confidence intervals***by*Joseph Coveney**GB2FIT: Stata module to fit Generalized Beta of the Second Kind distribution by maximum likelihood***by*Stephen P. Jenkins**LOGNFIT: Stata module to fit lognormal distribution by maximum likelihood***by*Stephen P. Jenkins**MIM: Stata module to analyse and manipulate multiply imputed datasets***by*John C. Galati & Patrick Royston & John B. Carlin**MIMSTACK: Stata module to stack multiply-imputed datasets into format required by mim***by*John C. Galati & Patrick Royston & John B. Carlin**QPFIT: Stata module containing various quantile and probability plots for assessing distribution fit***by*Nicholas J. Cox**COMPLOGIT: Stata module to compare logit coefficients across groups***by*Glenn Hoetker**RADAR: Stata module to draw radar (spider) plots***by*Adrian Mander**MAIL: Stata module to send progress reports (Mac OSX/Linux/Unix)***by*Nikos Askitas**BENFORD: Stata module to test Benford's Law on a variable***by*Nikos Askitas**PARETOFIT: Stata module to fit a Type 1 Pareto distribution***by*Stephen P. Jenkins & Philippe Van Kerm**ASHELL: Stata module to capture output from OS shell command***by*Nikos Askitas**LABELSOF: Stata module to obtain a list of labeled values***by*Ben Jann**FRE: Stata module to display one-way frequency table***by*Ben Jann**REVRS: Stata module to reverse variable value order***by*Kyle C. Longest**CHECKROB: Stata module to perform robustness check of alternative specifications***by*Mikkel Barslund**GZIPUSE: Stata module to use and save compressed dta files and compress .dta files***by*Nikos Askitas**ORSE: Stata module to save odds ratios and their standard errors after logit, ologit***by*Christopher F Baum**IVACTEST: Stata module to perform Cumby-Huizinga test for autocorrelation after IV/OLS estimation***by*Christopher F Baum & Mark E Schaffer**FIRSTDIGIT: Stata module to analyse first digits of numeric variables***by*Nicholas J. Cox**SEQLOGIT: Stata module to fit a sequential logit model***by*Maarten L. Buis**GROUP1D: Stata module for grouping or clustering in one dimension***by*Nicholas J. Cox**KAPLANSKY: Stata module to graph examples of distributions of varying kurtosis***by*Nicholas J. Cox**MARKTOUSE: Stata module to mark the observations to be used***by*Ben Jann**RSOURCE: Stata module to run R from inside Stata using an R source file***by*Roger Newson**GENGROUP: Stata module to produce groups of individuals***by*Jean-Benoit Hardouin**LGRAPH: Stata module to draw line graphs with optional error bars***by*Timothy Mak**EREPOST: Stata module to repost the estimation results***by*Ben Jann**DELTA: Stata module to compute the Delta index of scale discrimination***by*Jean-Benoit Hardouin**NJC_STUFF: Stata module documenting Stata programs and help files by Nicholas J. Cox***by*Nicholas J. Cox**DIGDIS: Stata module to analyze the distribution of digits***by*Ben Jann**MGOF: Stata module to perform goodness-of-fit tests for multinomial data***by*Ben Jann**LABLIST: Stata module to list value labels (if present) for one or more variables***by*Roger Newson**QUANTILES: Stata module to categorize by quantiles***by*Rafael Guerreiro Osorio**MULTIBAR: Stata module to produce bar and dot graphs for use with overlapping over() categories***by*Fred Wolfe**PROPCNSREG: Stata module fitting a measurement model with causal indicators***by*Maarten L. Buis**RECAP: Stata module to perform capture-recapture analysis for three sources with Goodness-of-Fit based confidence intervals***by*Matthias an der Heiden**FILEI: Stata module to write lines to end or beginning of text files***by*Nicholas J. Cox**QLL: Stata module to implement Elliott-MÃ¼ller efficient test for general persistent time variation in regression coefficients***by*Christopher F Baum**URCOVAR: Stata module to perform Elliott-Jansson test for unit roots with stationary covariates***by*Christopher F Baum**BITOBIT: Stata module to perform bivariate Tobit regression***by*Daniel Lawson**RANKTEST: Stata module to test the rank of a matrix using the Kleibergen-Paap rk statistic***by*Frank Kleibergen & Mark E Schaffer**KEYBY: Stata module to key the dataset by a variable list***by*Roger Newson**PROGRES: Stata module to measure distributive effects of an income tax***by*Andreas Peichl & Philippe van Kerm**XTPMG: Stata module for estimation of nonstationary heterogeneous panels***by*Edward F. Blackburne III & Mark W. Frank**METAMISS: Stata module to perform meta-analysis with missing data***by*Ian White & Julian Higgins**HCNBREG: Stata module to estimate Heterogeneous Canonical Negative Binomial Regression***by*Joseph Hilbe**HNBREG1: Stata module to estimate Heterogeneous linear negative binomial regression (NB-1)***by*Joseph Hilbe**BMJCIP: Stata module to format confidence intervals and P-values for medical journals***by*Roger Newson**UTEST: Stata module to test for a U-shaped relationship***by*Jo Thori Lind & Halvor Mehlum**MVTOBIT: Stata module to calculate multivariate tobit models by simulated maximum likelihood (SML)***by*Mikkel Barslund**RECLINK: Stata module to probabilistically match records***by*Michael Blasnik**CHECKREG3: Stata module to check identification status of simultaneous equations system***by*Christopher F Baum**CCTABLE: Stata module to calculate summary table for case-control study***by*Gilles Desve & Peter Makary**CSTABLE: Stata module to calculate summary table for cohort study***by*Gilles Desve & Peter Makary**MIDAS: Stata module for meta-analytical integration of diagnostic test accuracy studies***by*Ben Dwamena**BKROSENBLATT: Stata module for Blum, Kiefer and Rosenblatt test of bivariate independence***by*Nicholas J. Cox**CMP: Stata module to implement conditional (recursive) mixed process estimator***by*David Roodman**MIXLOGIT: Stata module to fit mixed logit models by using maximum simulated likelihood***by*Arne Risa Hole**RCSPLINE: Stata module for restricted cubic spline smoothing***by*Nicholas J. Cox**SPINEPLOT: Stata module for spine plots for two-way categorical data***by*Nicholas J. Cox**HANGROOT: Stata module creating a hanging rootogram comparing an empirical distribution to the best fitting theoretical distribution***by*Maarten L. Buis**RD: Stata module for regression discontinuity estimation***by*Austin Nichols**INVGAMMAFIT: Stata module to fit a two-parameter inverse gamma distribution***by*Nicholas J. Cox & Stephen P. Jenkins**IVPOIS: Stata module to estimate an instrumental variables Poisson regression via GMM***by*Austin Nichols**WEIBULLFIT: Stata module to fit a two-parameter Weibull distribution***by*Nicholas J. Cox & Stephen P. Jenkins**GEVFIT: Stata module to module to fit a generalized extreme value distribution by maximum likelihood***by*Scott Merryman & David Roodman**CORRTABLE: Stata module to show correlation matrix as graphical table***by*Nicholas J. Cox**STCOXGOF: Stata module to produce goodness-of-fit test and plot after a Cox model***by*Enzo Coviello**FMM: Stata module to estimate finite mixture models***by*Partha Deb**EFFCON: Stata module to calculate confidence limits for effect size estimated from one or two samples from normal distribution***by*Al Feiveson**ODDSRISK: Stata module to convert Logistic Odds Ratios to Risk Ratios***by*Joseph Hilbe

### 2006

**ROBPC: RATS module to compute robust correlation matrix***by*Eric Blankmeyer**MILDEVGOALS: HTML routine to display Millenium Development Goals indicators***by*Jochen Jesinghaus**HCAVAR: Stata module to perform Hierarchical Clusters Analysis of variables***by*Jean-Benoit Hardouin**ICE: Stata module for multiple imputation of missing values***by*Patrick Royston**ZIPSAVE: Stata module to save and use datasets compressed by zip***by*Henrik Stovring**OGLM: Stata module to estimate Ordinal Generalized Linear Models***by*Richard Williams**HUTCHENS: Stata module to calculate the Hutchens `square root' segregation index with optional decompositions by subgroup***by*Stephen P. Jenkins**SVYLORENZ: Stata module to derive distribution-free variance estimates from complex survey data, of quantile group shares of a total, cumulative quantile group shares***by*Stephen P. Jenkins**GOPROBIT: Stata module to estimate generalized ordered probit models***by*Stefan Boes**REGOPROB: Stata module to estimate random effects generalized ordered probit models***by*Stefan Boes**MVSKTEST: Stata module to test for multivariate skewness and kurtosis***by*Stanislav Kolenikov**DLIST: Stata module to list with variable labels***by*Nicholas J. Cox**MAHAPICK: Stata module to select matching observations based on a Mahalanobis distance measure***by*David Kantor**VIEWRESULTS: Stata module to display results of a command in the Viewer***by*Ben Jann**VALUESOF: Stata module to return the contents of a variable in a macro***by*Ben Jann**TEXTBARPLOT: Stata module to produce horizontal text and bar plot***by*Nicholas J. Cox**FREDUSE: Stata module to Import FRED (Federal Reserve Economic Database) data***by*David M. Drukker**DISTRATE: Stata module to compute direct standardized rates with improved confidence interval***by*Enzo Coviello**DIGITS: Stata module to examine digit preferences in numeric variables***by*Richard J. Atkins**MOVESTAY: Stata module for maximum likelihood estimation of endogenous regression switching models***by*Michael Lokshin & Zurab Sajaia**EGEN_INEQUAL: Stata module providing extensions to generate inequality and poverty measures***by*Michael Lokshin & Zurab Sajaia

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