Zero-inflated Poisson regression is used to model count data that has an excess of zero counts. Further, theory suggests that the excess zeros are generated by a separate process from…
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Search Results for: stata
Zero-Truncated Negative Binomial | R Data Analysis Examples
Zero-truncated negative binomial regression is used to model count data for which the value zero cannot occur and for which over dispersion exists. This page uses the following packages. Make…
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Zero-Truncated Poisson | R Data Analysis Examples
Zero-truncated poisson regression is used to model count data for which the value zero cannot occur. This page uses the following packages. Make sure that you can load them before…
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Applied Survival Analysis, Chapter 5 | R Textbook Examples
The R package(s) needed for this chapter is the survival package. We currently use R 2.0.1 patched version. You may want to make sure that packages on your local machine…
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Latent Class Scaling Analysis by C. Mitchell Dayton | Mplus Textbook Examples
Table 3.2 on page 28 using pleural thickening data. In general, the AIC and BIC displayed in the book is the difference between the AIC for the specific model and…
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Generalized Latent Variable Modeling by A. Skrondal & S. Rabe-Hesketh Chapter 9: Dichotomous responses | Mplus Textbook Examples
9.2 Respiratory infection in children: A random intercept model Table 9.1 on page 286 using https://stats.idre.ucla.edu/wp-content/uploads/2016/02/xerop.dat data. Model 1: Random intercept model Title: Random intercept model; Data: File is c:genlathttps://stats.idre.ucla.edu/wp-content/uploads/2016/02/xerop.dat…
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Mplus Frequently Asked Questions
How can I convert a Stata file to an Mplus file? How can I convert an SPSS file to an Mplus file? How can I convert a SAS file to an…
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How can I obtain bootstrap standard errors in Mplus? | Mplus FAQ
Consider this seemingly unrelated regression using Stata. use https://stats.idre.ucla.edu/stat/stata/notes/hsb2 sureg (read write math science) (socst write math science) Seemingly unrelated regression ———————————————————————- Equation Obs Parms RMSE "R-sq" chi2 P ———————————————————————-…
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How does one perform a three-level growth curve modeling in Mplus? | Mplus FAQ
This page is still under construction. Let’s say we have measured children’s math test scores over 5 time points and these children are nested in multiple schools. We want to…
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Does Mplus correlate the independent variables in a regression model by default? | Mplus FAQ
In this simple example of a path model (i.e. all variables are observed) we have a single dependent variable (y), predicted by three independent or predictor variables (x1, x2 and x3). Assume that…
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