predict_ProbitRE_PoissonRE: Predictions of ProbitRE_PoissonRE model on new sample

In PanelCount: Random Effects and/or Sample Selection Models for Panel Count Data

Predictions of ProbitRE_PoissonRE model on new sample

Description

Predictions of ProbitRE_PoissonRE model on new sample. Please make sure the factor variables in the test data do not have levels not shown in the training data.

Usage

predict_ProbitRE_PoissonRE(
  par,
  sel_form,
  out_form,
  data,
  offset_w_name = NULL,
  offset_x_name = NULL
)

Arguments

par	Model estimates
sel_form	Formula for selection equation, a Probit model with random effects
out_form	Formula for outcome equation, a Poisson Lognormal model with random effects
data	Input data, a data.frame object
offset_w_name	Offset variables in selection equation, if any.
offset_x_name	Offset variables in outcome equation, if any.

Value

A list with three sets of predictions

• prob: Predicted probability to participate

• outcome: Predicted potential outcome

• actual_outcome: Predicted actual outcome

PanelCount documentation built on Aug. 21, 2023, 9:09 a.m.