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STATA JOURNAL
The College of William and Mary. Williamsburg, VA. bsgarcia@email.wm.edu. Abstract. Corner solution responses are frequently observed in the social sciences. One common approach to model phenomena that give rise to corner solution responses is to use the tobit model. If the decision to participate in the market is decoupled from the consumptionSTATA JOURNAL
Stata Journal Volume 19 Number 2: Table of contents (Click on the title to view the abstract or to order the article.) Articles and Columns qmodel: A command for fitting parametric quantile modelsSTATA JOURNAL
Making regression tables simplified. Abstract. estout, introduced by Jann ( Stata Journal 5: 288–308), is a useful tool for producing regression tables from stored estimates. However, its syntax is relatively complex and commands may turn out long even for simple tables. Furthermore, having to store the estimates beforehand can becumbersome.
STATA JOURNAL
Abstract. We discuss the application of the GHK simulation method for maximum likelihood estimation of the multivariate probit regression model and describe and illustrate aSTATA JOURNAL
Abstract. I present a new Stata program, xtscc, that estimates pooled ordinary least-squares/weighted least-squares regression and fixed-effects (within) regression models with Driscoll and Kraay (Review of Economics and Statistics 80: 549–560) standard errors. By running Monte Carlo simulations, I compare the finite-sample properties of the cross-sectional dependence–consistent DriscollSTATA JOURNAL
Stockholm, Sweden. paul.lambert@le.ac.uk. Abstract. In competing-risks analysis, the cause-specific cumulative incidence function (CIF) is usually obtained in a modeling framework by either 1) transforming on all cause-specific hazards or 2) transforming by using aSTATA JOURNAL
Abstract. Panel vector autoregression (VAR) models have been increasingly used in applied research. While programs specifically designed to fit time-series VAR models are often included as standard features in most statistical packages, panel VAR model estimation and inference are often implemented with general-use routines that require some programming dexterity.STATA JOURNAL
A new framework for managing and analyzing multiply imputed data in Stata. Abstract. A new set of tools is described for performing analyses of an ensemble of datasets that includes multiple copies of the original data with imputations of missing values, as required for the method of multiple imputation. The tools replace those originallySTATA JOURNAL
Bern, Switzerland. ben.jann@soz.unibe.ch. Abstract. In Stata, graphs are usually generated by one call to the graph command. Sometimes, however, it would be convenient to be able to add objects to a graph after the graph has been created. In this article, I provide a command called addplot that offers such functionality for twoway graphs THE STATA JOURNALABOUTCURRENT ISSUEARCHIVESEDITORSSUBSCRIPTIONSSUBMISSIONS The Stata Journal is a quarterly publication containing articles about statistics, data analysis, teaching methods, and effective use of Stata's language. The Stata Journal publishes reviewed papers together with shorter notes and comments, regular columns, book reviews, and other material of interest to researchers applying statistics in a variety of disciplines.STATA JOURNAL
The College of William and Mary. Williamsburg, VA. bsgarcia@email.wm.edu. Abstract. Corner solution responses are frequently observed in the social sciences. One common approach to model phenomena that give rise to corner solution responses is to use the tobit model. If the decision to participate in the market is decoupled from the consumptionSTATA JOURNAL
Stata Journal Volume 19 Number 2: Table of contents (Click on the title to view the abstract or to order the article.) Articles and Columns qmodel: A command for fitting parametric quantile modelsSTATA JOURNAL
Making regression tables simplified. Abstract. estout, introduced by Jann ( Stata Journal 5: 288–308), is a useful tool for producing regression tables from stored estimates. However, its syntax is relatively complex and commands may turn out long even for simple tables. Furthermore, having to store the estimates beforehand can becumbersome.
STATA JOURNAL
Abstract. We discuss the application of the GHK simulation method for maximum likelihood estimation of the multivariate probit regression model and describe and illustrate aSTATA JOURNAL
Abstract. I present a new Stata program, xtscc, that estimates pooled ordinary least-squares/weighted least-squares regression and fixed-effects (within) regression models with Driscoll and Kraay (Review of Economics and Statistics 80: 549–560) standard errors. By running Monte Carlo simulations, I compare the finite-sample properties of the cross-sectional dependence–consistent DriscollSTATA JOURNAL
Stockholm, Sweden. paul.lambert@le.ac.uk. Abstract. In competing-risks analysis, the cause-specific cumulative incidence function (CIF) is usually obtained in a modeling framework by either 1) transforming on all cause-specific hazards or 2) transforming by using aSTATA JOURNAL
Abstract. Panel vector autoregression (VAR) models have been increasingly used in applied research. While programs specifically designed to fit time-series VAR models are often included as standard features in most statistical packages, panel VAR model estimation and inference are often implemented with general-use routines that require some programming dexterity.STATA JOURNAL
A new framework for managing and analyzing multiply imputed data in Stata. Abstract. A new set of tools is described for performing analyses of an ensemble of datasets that includes multiple copies of the original data with imputations of missing values, as required for the method of multiple imputation. The tools replace those originallySTATA JOURNAL
Bern, Switzerland. ben.jann@soz.unibe.ch. Abstract. In Stata, graphs are usually generated by one call to the graph command. Sometimes, however, it would be convenient to be able to add objects to a graph after the graph has been created. In this article, I provide a command called addplot that offers such functionality for twoway graphsSTATA JOURNAL
Stata Journal Volume 19 Number 2: Table of contents (Click on the title to view the abstract or to order the article.) Articles and Columns qmodel: A command for fitting parametric quantile modelsSTATA JOURNAL
A. Basu. Bounding treatment effects: A command for the partial identification of the average treatment effect with endogenous and misreported treatment assignment. I. McCarthy, D. L. Millimet, and M. Roy. Multiple imputation of covariates by substantive-model compatible fully conditional specification. J. W. Bartlett and T. P. Morris.STATA JOURNAL
Abstract. Previously, to fit an almost-ideal demand system in Stata, one would have to use the nlsur command and write a function evaluator program as described in nlsur and Poi (2008, Stata Journal 8: 554–556). In this article, I introduce the command quaids, which obviates the need for any programming by the user.The command fits Deaton and Muellbauer’s (1980b, American EconomicSTATA JOURNAL
ian.white@mrc-bsu.cam.ac.uk. Abstract. Network meta-analysis is a popular way to combine results from several studies (usually randomized trials) comparing several treatments or interventions. It has usually been performed in a Bayesian setting, but recently it has become possible in a frequentist setting using multivariatemeta-analysis and
STATA JOURNAL
Abstract. The regression anatomy theorem (Angrist and Pischke, 2009, Mostly Harmless Econometrics: An Empiricist’s Companion ) is an alternative formulation of the Frisch–Waugh–Lovell theorem (Frisch and Waugh, 1933, Econometrica 1: 387–401; Lovell, 1963, Journal of the American Statistical Association 58: 993–1010), a key finding in the algebra ofSTATA JOURNAL
ian.white@mrc-bsu.cam.ac.uk. Abstract. Multivariate meta-analysis combines estimates of several related parameters over several studies. These parameters can, for example, refer to multiple outcomes or comparisons between more than two groups. A new Stata command, mvmeta, performs maximum likelihood, restricted maximum likelihood, ormethod-of
STATA JOURNAL
Abstract. The command kapci calculates 100(1 - α)% confidence intervals for the kappa statistic using an analytical method in the case of dichotomous variables or bootstrap for more complex situations. For instance, kapci allows estimating CI for polychotomous variables using weighted kappa or for cases in which there are more than 2 raters/replications.STATA JOURNAL
University of North Carolina. Chapel Hill, NC. mananroy@email.unc.edu. Abstract. We present a new command, tebounds, that implements a variety of techniques to bound the average treatment effect of a binary treatment on a binary outcome in light of endogenous and misreported treatment assignment. To tighten the worst case bounds,the monotone
STATA JOURNAL
Abstract. Royston (2014, Stata Journal 14: 738–755) explained how a popular application of the Cox proportional hazards model “is to develop a multivariable prediction model, often a prognostic model to predict the future clinical outcome of patients with a particular disorder from ‘baseline’ factors measured at some initial time point. For such a model to be useful in practice, itSTATA JOURNAL
Abstract. In this article, I introduce the user-written command craggit, which simultaneously fits both tiers of Cragg’s (1971, Econometrica 39: 829–844) “twotier” (sometimes called “two-stage” or “double-hurdle”) alternative to tobit for corner-solution models. A key limitation to the tobit model is that the probability of a positive value and the actual value, given thatit
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The _Stata Journal_ is a quarterly publication containing articles about statistics, data analysis, teaching methods, and effective use of Stata's language. The _Stata Journal_ publishes reviewed papers together with shorter notes and comments, regular columns, book reviews, and other material of interest to researchers applying statistics in a variety of disciplines. The _Journal Citation Reports of the ISI Web of Knowledge_ ranks the _Stata Journal_ consistently in the top 20 among journals in the Social Sciences Mathematical Methods category in terms of citations, impact factor, and 5-year impact factor. Current issue SubscribeNEWS
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