fit_and_predict.Rd

% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/iptw.R
\name{fit_and_predict}
\alias{fit_and_predict}
\title{Calculate predicted value for weights.}
\usage{
fit_and_predict(
  data,
  a_bar = NULL,
  exposure.var,
  family,
  mod,
  is_aform = FALSE
)
}
\arguments{
\item{data}{Data to be used to fit model.}

\item{a_bar}{Intervention value on exposure.}

\item{exposure.var}{A vector of exposure variables, including lagged exposure variables.}

\item{family}{Model link function, \code{gussian},\code{binomial} and \code{multinomial}.
For multinomial model, \code{\link[nnet]{multinom}} will be sued for model fitting. And
\code{\link[stats]{glm}} for  \code{gussian} and \code{binomial} link funciton model.}

\item{mod}{A formula string.}

\item{is_aform}{Indication of model for exposure or censoring, defualt is for mediator model.}
}
\value{
Returns a predicted numerical vector.
}
\description{
Calculate predicted value for weights.
}