pcFactorStan v0.11
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Stan Models for the Pairwise Comparison Factor Model
Provides convenience functions and pre-programmed Stan models
related to the pairwise comparison factor model. Its purpose is to make fitting
pairwise comparison data using Stan easy.
Readme
Title: pcFactorStan
pcFactorStan
pcFactorStan makes it easy to fit the pairwise comparison factor model using rstan.
Functions in pcFactorStan
| Name | Description | |
| twoLevelGraph | Create an edge list with a random two level connectivity | |
| phyActFlowPropensity | Physical activity flow propensity | |
| prepCleanData | Transforms data into a form tailored for efficient evaluation by Stan | |
| pcStan | Fit a pairwise comparison Stan model | |
| roundRobinGraph | Create an edge list with round-robin connectivity | |
| prepData | Transforms data into a form tailored for efficient evaluation by Stan | |
| pcFactorStan-package | Stan Models for the Pairwise Comparison Factor Model | |
| findModel | Given a model name, return stanmodel object | |
| calibrateItems | Determine the optimal scale constant for a set of items | |
| generateCovItems | Generate pairwise comparison data with random correlations between items | |
| filterGraph | Filter graph to remove vertices that are not well connected | |
| generateFactorItems | Generate pairwise comparison data with a common factor that accounts for some proportion of the variance | |
| generateItem | Generate pairwise comparison data for one or more items given absolute latent scores | |
| itemModelExplorer | A Shiny app to experiment with the item response model | |
| normalizeData | Normalize data according to a canonical order | |
| No Results! | ||
Vignettes of pcFactorStan
| Name | ||
| brief-manual.Rmd | ||
| No Results! | ||
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Details
| License | GPL (>= 3) |
| Encoding | UTF-8 |
| LazyData | true |
| LinkingTo | Rcpp (>= 0.12.0), RcppEigen (>= 0.3.3.3.0), StanHeaders (>= 2.18.0), BH (>= 1.66.0), rstan (>= 2.18.1) |
| SystemRequirements | GNU make |
| VignetteBuilder | knitr |
| NeedsCompilation | yes |
| URL | https://github.com/jpritikin/pcFactorStan |
| BugReports | https://github.com/jpritikin/pcFactorStan/issues |
| RoxygenNote | 6.1.1 |
| Packaged | 2019-06-08 12:00:51 UTC; joshua |
| Repository | CRAN |
| Date/Publication | 2019-06-11 09:40:03 UTC |
| linkingto | BH (>= 1.66.0) , RcppEigen (>= 0.3.3.3.0) , StanHeaders (>= 2.18.0) |
| suggests | covr , ggplot2 , knitr , qgraph , rmarkdown , shiny , testthat |
| imports | igraph , mvtnorm , reshape2 , rstan (>= 2.18) |
| depends | methods , R (>= 3.4) , Rcpp (>= 0.12.0) |
| Contributors | Daniel C Furr, Trustees of Columbia University |
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