eiPack (version 0.1-7)

eiPack: Ecological Inference and Higher-Dimension Data Management

Description

Provides methods for analyzing RxC ecological contingency tables using the extreme case analysis, ecological regression, and Multinomial-Dirichlet ecological inference models. Also provides tools for manipulating higher-dimension data objects.

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Version

Install

install.packages('eiPack')

Monthly Downloads

693

Version

0.1-7

License

GPL (>= 2)

Maintainer

Olivia Lau

Last Published

January 13th, 2012

Functions in eiPack (0.1-7)

mergeMD

Combine output from multiple eiMD objects

ei.reg

Ecological regression

ei.reg.bayes

Ecological regression using Bayesian Normal regression

tuneB

Tuning parameters for the precinct level parameters in the RxC EI model

read.betas

Function to read in eiMD parameter chains saved to disk

density.plot

Density plots for population level parameters

redistrict

Redistricting Monte-Carlo data

tuneMD

Generate tuning parameters for MD model

lambda.reg

Calculate shares using data from regression model

lambda.MD

Calculate shares using data from MD model

cover.plot

Unit-level coverage plots for beta parameters from MD EI model

bounds

Deterministic bounds for units satisfying row thresholds

tuneA

Tuning parameters for alpha hyperpriors in RxC EI model

plot.bounds

Plot of deterministic bounds for units satisfying row thresholds

ei.MD.bayes

Multinomial Dirichlet model for Ecological Inference in RxC tables

lambda.reg.bayes

Calculate shares using data from Bayesian regression model

senc

Party registration in south-east North Carolina