ciTools v0.1.0
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Confidence or Prediction Intervals, Quantiles, and Probabilities for Statistical Models
Functions to append confidence intervals, prediction intervals,
and other quantities of interest to data frames. All appended quantities
are for the response variable, after conditioning on the model and covariates.
This package has a data frame first syntax that allows for easy piping.
Currently supported models include (log-) linear, (log-) linear mixed,
and generalized linear models.
Functions in ciTools
| Name | Description | |
| add_ci | Add Confidence Intervals for Fitted Values to Data Frames | |
| add_ci.glm | Confidence Intervals for Generalized Linear Model Predictions | |
| add_probs | Add Regression Probabilities to Data Frames | |
| add_probs.glm | Response Probabilities for Generalized Linear Models | |
| add_pi.lm | Prediction Intervals for Linear Model Predictions | |
| add_pi.lmerMod | Prediction Intervals for Linear Mixed Model Fitted Values | |
| add_ci.lm | Confidence Intervals for Linear Model Predictions | |
| add_ci.lmerMod | Confidence Intervals for Linear Mixed Model Predictions | |
| add_quantile | Add Regression Quantiles to Data Frames | |
| add_quantile.glm | Quantiles for the Response of a Generalized Linear Model | |
| add_probs.lm | Response Level Probabilities for Linear Models | |
| add_probs.lmerMod | Response Probabilities for Linear Mixed Models | |
| add_pi | Add Prediction Intervals to Data Frames | |
| add_pi.glm | Prediction Intervals for Generalized Linear Models | |
| add_quantile.lm | Quantiles for the Response of a Linear Model | |
| add_quantile.lmerMod | Quantiles for the Response of a Linear Mixed Model | |
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Details
| Type | Package |
| URL | https://github.com/jthaman/ciTools |
| BugReports | https://github.com/jthaman/ciTools/issues |
| License | GPL (>= 3) |
| Encoding | UTF-8 |
| LazyData | true |
| RoxygenNote | 6.0.1 |
| NeedsCompilation | no |
| Packaged | 2017-08-07 13:27:08 UTC; jhaman |
| Repository | CRAN |
| Date/Publication | 2017-08-07 14:49:28 UTC |
| imports | arm , dplyr , lme4 , magrittr , merTools , methods , stats , tibble |
| Contributors | Matt Avery, Institute for Defense Analyses |
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