predict_lme4_data: Generate prediction from model object

In caldwellst/augury: Provides Streamlined Methods for Data Imputation and Forecasting for WHO DDI Statistics

Generate prediction from model object

Description

predict_lme4_data() generates a prediction vector from a merMod object and full data frame, putting this prediction back into the data frame.

Usage

predict_lme4_data(df, model, pred_col, pred_upper_col, pred_lower_col)

Arguments

df	Data frame of model data.
model	An lme4 function that outputs a merMod object with that can be passed to merTools::predictInterval(). This should be one of lme4::lmer(), lme4::glmer(), or lme4::nlmer().
pred_col	Column name to store predicted value.
pred_upper_col	Column name to store upper bound of confidence interval generated by the predict_... function. This stores the full set of generated values for the upper bound.
pred_lower_col	Column name to store lower bound of confidence interval generated by the predict_... function. This stores the full set of generated values for the lower bound.

Value

A data frame.

caldwellst/augury documentation built on Oct. 10, 2024, 8:20 a.m.