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ciTools (version 0.1.0)

Confidence or Prediction Intervals, Quantiles, and Probabilities for Statistical Models

Description

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.

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install.packages('ciTools')

Monthly Downloads

1,223

Version

0.1.0

License

GPL (>= 3)

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Last Published

August 7th, 2017

Functions in ciTools (0.1.0)

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