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


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Documentation for package ‘ciTools’ version 0.6.1

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add_ci Add Confidence Intervals for Fitted Values to Data Frames
add_ci.glm Confidence Intervals for Generalized Linear Model Predictions
add_ci.glmerMod Confidence Intervals for Generalized Linear Mixed Model Predictions
add_ci.lm Confidence Intervals for Linear Model Predictions
add_ci.lmerMod Confidence Intervals for Linear Mixed Model Predictions
add_ci.negbin Confidence Intervals for Negative Binomial Linear Model Predictions
add_ci.survreg Confidence Intervals for the Mean Survival Time of Accelerated Failure Time Models.
add_pi Add Prediction Intervals to Data Frames
add_pi.glm Prediction Intervals for Generalized Linear Models
add_pi.glmerMod Prediction Intervals for Generalized Linear Mixed Model Predictions
add_pi.lm Prediction Intervals for Linear Model Predictions
add_pi.lmerMod Prediction Intervals for Linear Mixed Model Fitted Values
add_pi.negbin Prediction Intervals for Negative Binomial Linear Models
add_pi.survreg Prediction Intervals for Accelerated Failure Time Models
add_probs Add Regression Probabilities to Data Frames
add_probs.glm Response Probabilities for Generalized Linear Models
add_probs.glmerMod Response Probabilities for Generalized Linear Mixed Model Predictions
add_probs.lm Response Level Probabilities for Linear Models
add_probs.lmerMod Response Probabilities for Linear Mixed Models
add_probs.negbin Response Probabilities for Negative Binomial Models
add_probs.survreg Confidence Intervals for the Survivor Function of Accelerated Failure Time Models
add_quantile Add Regression Quantiles to Data Frames
add_quantile.glm Quantiles for the Response of a Generalized Linear Model
add_quantile.glmerMod Response Quantiles for Generalized Linear Mixed Model Predictions
add_quantile.lm Quantiles for the Response of a Linear Model
add_quantile.lmerMod Quantiles for the Response of a Linear Mixed Model
add_quantile.negbin Quantiles for the Response of a Negative Binomial Regression
add_quantile.survreg Confidence Intervals for Predicted Survival Time Quantiles of Accelerated Failure Time Models