Introduction to ciTools

Abstract

ciTools is an R package for working with model uncertainty. It gives users access to confidence and prediction intervals for the fitted values of (log-) linear models, generalized linear models, and (log-) linear mixed models. Additionally, ciTools provides functions to determine probabilities and quantiles of the conditional response distribution given each of these models. This briefing introduces the package and provides simple illustrations for using ciTools to perform inference and plot results.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Aug 01, 2017
Accession Number
AD1223456

Entities

People

  • John T. Haman
  • Laura J. Freeman
  • Matthew R. Avery

Organizations

  • Institute for Defense Analyses

Tags

Fields of Study

  • Mathematics

Readers

  • Aerospace Research.
  • Military Training and Readiness Simulation
  • Statistical inference.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference