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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
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
Tips for calculating and displaying risk-standardized hospital outcomes in Stata. Jacopo Lenzi. Department of Biomedical and Neuromotor Sciences. Alma Mater Studiorum–University of Bologna. Bologna, Italy. jacopo.lenzi2@unibo.it. Santa Pildava. Research and Health Statistics Department. Centre for Disease Prevention andControl of Latvia.
STATA JOURNAL
Abstract. In this article, I introduce the itsa command, which performs interrupted time-series analysis for single- and multiple-group comparisons. In an interrupted time-series analysis, an outcome variable is observed over multiple, equally spaced time periods before and after the introduction of an intervention that is expected to interrupt its level or trend.STATA JOURNAL
Abstract. In this article, I describe baselinetable, a community-contributed command for creating one- and two-way tables of summary statistics for a list of numeric variables.Unlike other Stata tabulation commands such as tabulate, table, or tabstat, the variables forming the table rows can be a mixture of continuous (summarized by mean, standard deviation, etc.) and categorical (summarizedSTATA JOURNAL
New Orleans, LA. mfdicle@loyno.edu. Abstract. Diversification and portfolio selection are integral parts of a finance curriculum. In this article, a multifactor capital asset pricing model is fit for components of the Dow Jones Composite Index using data from Yahoo! Finance. Along with the capital asset pricing model’s Beta, otherstatistics
STATA JOURNAL
Benjamin Djulbegovic. Center for Evidence-Based Medicine and Health Outcomes Research. University of South Florida. Tampa, FL. bdjulbeg@health.usf.edu. Abstract. This article presents a command, indirect, for the estimation of effects of multiple treatments in the absence of randomized controlled trials for direct comparisons ofinterventions.
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
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
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
Tips for calculating and displaying risk-standardized hospital outcomes in Stata. Jacopo Lenzi. Department of Biomedical and Neuromotor Sciences. Alma Mater Studiorum–University of Bologna. Bologna, Italy. jacopo.lenzi2@unibo.it. Santa Pildava. Research and Health Statistics Department. Centre for Disease Prevention andControl of Latvia.
STATA JOURNAL
Abstract. In this article, I introduce the itsa command, which performs interrupted time-series analysis for single- and multiple-group comparisons. In an interrupted time-series analysis, an outcome variable is observed over multiple, equally spaced time periods before and after the introduction of an intervention that is expected to interrupt its level or trend.STATA JOURNAL
Abstract. In this article, I describe baselinetable, a community-contributed command for creating one- and two-way tables of summary statistics for a list of numeric variables.Unlike other Stata tabulation commands such as tabulate, table, or tabstat, the variables forming the table rows can be a mixture of continuous (summarized by mean, standard deviation, etc.) and categorical (summarizedSTATA JOURNAL
New Orleans, LA. mfdicle@loyno.edu. Abstract. Diversification and portfolio selection are integral parts of a finance curriculum. In this article, a multifactor capital asset pricing model is fit for components of the Dow Jones Composite Index using data from Yahoo! Finance. Along with the capital asset pricing model’s Beta, otherstatistics
STATA JOURNAL
Benjamin Djulbegovic. Center for Evidence-Based Medicine and Health Outcomes Research. University of South Florida. Tampa, FL. bdjulbeg@health.usf.edu. Abstract. This article presents a command, indirect, for the estimation of effects of multiple treatments in the absence of randomized controlled trials for direct comparisons ofinterventions.
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
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
Abstract. In this article, I suggest the utility of fitting multivariate probit models using a chain of bivariate probit estimators. This approach is based on Stata's biprobit and suest commands and is driven by a Mata function, bvpmvp().I discuss two potential advantages of the approach over the mvprobit command (Cappellari and Jenkins, 2003, Stata Journal 3: 278–294):significant
STATA JOURNAL
adrian.mander@mrc-bsu.cam.ac.uk. Abstract. This paper describes how to use the command hapipf and introduces the command profhap written for Stata that analyzes population-based genetic data. For these studies, association can be linkage disequilibrium within aSTATA 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
A simple approach to fit the beta-binomial model. Abstract. In this paper, I show how to estimate the parameters of the beta-binomial distribution and its multivariate generalization, the Dirichlet-multinomial distribution. This approach involves no additional programming, as it relies on an existing Stata command used for overdispersed countSTATA JOURNAL
Neuchâtel, Switzerland. sylvain.weber@unine.ch. Abstract. With the development of large and long panel databases, the theory surrounding panel causality evolves quickly, and empirical researchers might find it difficult to run the most recent techniques developed in the literature. In this article, we present the community-contributedcommand
STATA 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
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
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
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 a direct relationship with the subdistribution hazard function.STATA JOURNAL
Abstract. The treelet transform is a recent data reduction technique from the field of machine learning. Sharing many similarities with principal component analysis, the treelet transform can reduce a multidimensional dataset to the projections on a small number of directions or components that account for much of the variation in theoriginal data.
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
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.STATA JOURNAL
Abstract. In this article, I introduce the itsa command, which performs interrupted time-series analysis for single- and multiple-group comparisons. In an interrupted time-series analysis, an outcome variable is observed over multiple, equally spaced time periods before and after the introduction of an intervention that is expected to interrupt its level or trend.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
Abstract. In this article, I describe baselinetable, a community-contributed command for creating one- and two-way tables of summary statistics for a list of numeric variables.Unlike other Stata tabulation commands such as tabulate, table, or tabstat, the variables forming the table rows can be a mixture of continuous (summarized by mean, standard deviation, etc.) and categorical (summarizedSTATA JOURNAL
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 a direct relationship with the subdistributionhazard function.
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. This article presents a command, indirect, for the estimation of effects of multiple treatments in the absence of randomized controlled trials for direct comparisons of interventions.STATA JOURNAL
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.STATA JOURNAL
Jacopo Lenzi Department of Biomedical and Neuromotor Sciences Alma Mater Studiorum–University of Bologna Bologna, Italy jacopo.lenzi2@unibo.it: Santa Pildava 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
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.STATA JOURNAL
Abstract. In this article, I introduce the itsa command, which performs interrupted time-series analysis for single- and multiple-group comparisons. In an interrupted time-series analysis, an outcome variable is observed over multiple, equally spaced time periods before and after the introduction of an intervention that is expected to interrupt its level or trend.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
Abstract. In this article, I describe baselinetable, a community-contributed command for creating one- and two-way tables of summary statistics for a list of numeric variables.Unlike other Stata tabulation commands such as tabulate, table, or tabstat, the variables forming the table rows can be a mixture of continuous (summarized by mean, standard deviation, etc.) and categorical (summarizedSTATA JOURNAL
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 a direct relationship with the subdistributionhazard function.
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. This article presents a command, indirect, for the estimation of effects of multiple treatments in the absence of randomized controlled trials for direct comparisons of interventions.STATA JOURNAL
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.STATA JOURNAL
Jacopo Lenzi Department of Biomedical and Neuromotor Sciences Alma Mater Studiorum–University of Bologna Bologna, Italy jacopo.lenzi2@unibo.it: Santa PildavaSTATA JOURNAL
Abstract. In this article, I describe baselinetable, a community-contributed command for creating one- and two-way tables of summary statistics for a list of numeric variables.Unlike other Stata tabulation commands such as tabulate, table, or tabstat, the variables forming the table rows can be a mixture of continuous (summarized by mean, standard deviation, etc.) and categorical (summarizedSTATA JOURNAL
Abstract. This paper describes how to use the command hapipf and introduces the command profhap written for Stata that analyzes population-based genetic data. For these studies, association can be linkage disequilibrium within a set of loci or allelic/haplotype association with disease status.STATA JOURNAL
Abstract. With the development of large and long panel databases, the theory surrounding panel causality evolves quickly, and empirical researchers might find it difficult to run the most recent techniques developed in the literature.STATA JOURNAL
Abstract. In this article, I suggest the utility of fitting multivariate probit models using a chain of bivariate probit estimators. This approach is based on Stata's biprobit and suest commands and is driven by a Mata function, bvpmvp().I discuss two potential advantages of the approach over the mvprobit command (Cappellari and Jenkins, 2003, Stata Journal 3: 278–294):significant
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. Network meta-analysis is a popular way to combine results from several studies (usually randomized trials) comparing several treatments or interventions.STATA JOURNAL
Abstract. In this paper, I show how to estimate the parameters of the beta-binomial distribution and its multivariate generalization, the Dirichlet-multinomial distribution.STATA 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
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
STATA JOURNAL
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 treatment selection, monotone treatment response, and monotone instrumental-variable assumptions of Manski and* About
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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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