20251210 - model-implied predictions

Author: isaactpetersen

multipleImputation.Rmd

@@ -33,7 +33,7 @@ library("miceadds")
 library("mitml")
 library("Amelia")
 library("jomo")
-library("parallely")
+library("parallelly")
 library("future")
 library("furrr")
 library("nlme")
@@ -497,6 +497,24 @@ fit_lmer_pooled
 summary(fit_lmer_pooled)
 ```
 
+# Model-Implied Predictions
+
+```{r}
+mice::predict_mi(
+  fit_lm,
+  #newdata = # can include if want to make predictions based on another (i.e., "new") data object
+  se.fit = TRUE,
+  interval = c("prediction")
+)
+
+mice::predict_mi(
+  fit_lmer,
+  #newdata = # can include if want to make predictions based on another (i.e., "new") data object
+  se.fit = TRUE,
+  interval = c("prediction")
+)
+```
+
 # Resources
 
 https://stefvanbuuren.name/fimd (archived at https://perma.cc/46U2-QTM6)