Zelig: Everyone's Statistical Software

A framework that brings together an abundance of common statistical models found across packages into a unified interface, and provides a common architecture for estimation and interpretation, as well as bridging functions to absorb increasingly more models into the collective library. Zelig allows each individual package, for each statistical model, to be accessed by a common uniformly structured call and set of arguments. Moreover, Zelig automates all the surrounding building blocks of a statistical work-flow --procedures and algorithms that may be essential to one user's application but which the original package developer did not use in their own research and might not themselves support. These include bootstrapping, jackknifing, and re-weighting of data. In particular, Zelig automatically generates predicted and simulated quantities of interest (such as relative risk ratios, average treatment effects, first differences and predicted and expected values) to interpret and visualize complex models.

AuthorChristine Choirat, James Honaker, Kosuke Imai, Gary King, Olivia Lau
Date of publication2016-11-02 18:19:57
MaintainerJames Honaker <zelig.zee@gmail.com>
LicenseGPL (>= 2)
Version5.0-13

View on CRAN

Man pages

approval: U.S. Presidential Approval Data

avg: Compute central tendancy as approrpriate to data type

bivariate: Sample data for bivariate probit regression

ci.plot: Method for plotting qi simulations across a range within a...

cluster.formula: Generate Formulae that Consider Clustering

coalition: Coalition Dissolution in Parliamentary Democracies

coalition2: Coalition Dissolution in Parliamentary Democracies, Modified...

coef-Zelig-method: Method for extracting estimated coefficients from Zelig...

createJSON: Utility function for constructing JSON file that encodes the...

eidat: Simulation Data for Ecological Inference

fitted-Zelig-method: Method for extracting estimated fitted values from Zelig...

free1: Freedom of Speech Data

free2: Freedom of Speech Data

friendship: Simulated Example of Schoolchildren Friendship Network

grunfeld: Simulation Data for model Seemingly Unrelated Regression...

hoff: Social Security Expenditure Data

homerun: Sample Data on Home Runs Hit By Mark McGwire and Sammy Sosa...

immigration: Individual Preferences Over Immigration Policy

klein: Simulation Data for model Two-Stage Least Square (twosls)...

kmenta: Simulation Data for model Three-Stage Least Square (threesls)...

macro: Macroeconomic Data

MatchIt.url: Table of links for Zelig

Median: Compute the Statistical Median of a Vector

mexico: Voting Data from the 1988 Mexican Presidental Election

mid: Militarized Interstate Disputes

Mode: Compute the Statistical Mode of a Vector

newpainters: The Discretized Painter's Data of de Piles

PErisk: Political Economic Risk Data from 62 Countries in 1987

plot-Zelig-ANY-method: Plot method for Zelig objects

predict-Zelig-method: Method for getting predicted values from Zelig objects

qi.plot: Default Plot Design For Zelig Model QI's

reduce: Calculate the reduced dataset to be used in codesetx

relogit: Estimation function for rare events logit models

rocplot: Receiver Operator Characteristic Plots

sanction: Multilateral Economic Sanctions

seatshare: Left Party Seat Share in 11 OECD Countries

setfactor: Set new value of a factor variable, checking for existing...

setval: Set new value of a variable as approrpriate to data type

setx: Setting Explanatory Variable Values

sim: Generic Method for Computing and Organizing Simulated...

simacf: Construct Autocorrelation Function from Zelig object and...

simulations.plot: Plot Quantities of Interest in a Zelig-fashion

sna.ex: Simulated Example of Social Network Data

stat: Pass Quantities of Interest to Appropriate Summary Function

statlevel: Describe Here

statmat: Describe Here

summary.Arima: Summary of an object of class Arima

summary-Zelig-method: Summary method for Zelig objects"

SupremeCourt: U.S. Supreme Court Vote Matrix

swiss: Swiss Fertility and Socioeconomic Indicators (1888) Data

table.levels: Create a table, but ensure that the correct columns exist. In...

tobin: Tobin's Tobit Data

turnout: Turnout Data Set from the National Election Survey

vcov-Zelig-method: Variance-covariance method for Zelig objects

voteincome: Sample Turnout and Demographic Data from the 2000 Current...

Weimar: 1932 Weimar election data

zelig: Estimating a Statistical Model

zeligACFplot: Plot Autocorrelation Function from Zelig QI object

Zelig-ar-class: Time-Series Model with Autoregressive Disturbance

Zelig-arima-class: Autoregressive and Moving-Average Models with Integration for...

zeligArimaWrapper: Estimation wrapper function for arima models, to easily fit...

zeligARMAbreakforecaster: Construct Simulated Series with Internal Discontinuity in X

zeligARMAlongrun: Calculate the Long Run Exquilibrium for Fixed X

zeligARMAnextstep: Construct Simulated Next Step in Dynamic Series

Zelig-bayes-class: Bayes Model object for inheritance across models in Zelig

Zelig-binchoice-class: Binary Choice object for inheritance across models in Zelig

Zelig-binchoice-gee-class: Object for Binary Choice outcomes in Generalized Estimating...

Zelig-binchoice-survey-class: Object for Binary Choice outcomes with Survey Weights for...

Zelig-class: Zelig reference class

Zelig-exp-class: Exponential Regression for Duration Dependent Variables

Zelig-factor-bayes-class: Bayesian Factor Analysis

Zelig-gamma-class: Gamma Regression for Continuous, Positive Dependent Variables

Zelig-gamma-gee-class: Generalized Estimating Equation for Gamma Regression

Zelig-gamma-survey-class: Gamma Regression with Survey Weights

Zelig-gee-class: Generalized Estimating Equations Model object for inheritance...

Zelig-glm-class: Generalized Linear Model object for inheritance across models...

Zelig-logit-bayes-class: Bayesian Logit Regression

Zelig-logit-class: Logistic Regression for Dichotomous Dependent Variables

Zelig-logit-gee-class: Generalized Estimating Equation for Logit Regression

Zelig-logit-survey-class: Logit Regression with Survey Weights

Zelig-lognorm-class: Log-Normal Regression for Duration Dependent Variables

Zelig-ls-class: Least Squares Regression for Continuous Dependent Variables

Zelig-ma-class: Time-Series Model with Moving Average

Zelig-mlogit-bayes-class: Bayesian Multinomial Logistic Regression

Zelig-negbin-class: Negative Binomial Regression for Event Count Dependent...

Zelig-normal-bayes-class: Bayesian Normal Linear Regression

Zelig-normal-class: Normal Regression for Continuous Dependent Variables

Zelig-normal-gee-class: Generalized Estimating Equation for Normal Regression

Zelig-normal-survey-class: Normal Regression for Continuous Dependent Variables with...

Zelig-oprobit-bayes-class: Bayesian Ordered Probit Regression

zeligPlyrMutate: Zelig Copy of plyr::mutate to avoid namespace conflict with...

Zelig-poisson-bayes-class: Bayesian Poisson Regression

Zelig-poisson-class: Poisson Regression for Event Count Dependent Variables

Zelig-poisson-gee-class: Generalized Estimating Equation for Poisson Regression

Zelig-poisson-survey-class: Poisson Regression with Survey Weights

Zelig-probit-bayes-class: Bayesian Probit Regression

Zelig-probit-class: Probit Regression for Dichotomous Dependent Variables

Zelig-probit-gee-class: Generalized Estimating Equation for Probit Regression

Zelig-probit-survey-class: Probit Regression with Survey Weights

Zelig-quantile-class: Quantile Regression for Continuous Dependent Variables

Zelig-relogit-class: Rare Events Logistic Regression for Dichotomous Dependent...

Zelig-survey-class: Survey models in Zelig for weights for complex sampling...

Zelig-timeseries-class: Time-series models in Zelig

Zelig-tobit-bayes-class: Bayesian Tobit Regression

Zelig-tobit-class: Linear Regression for a Left-Censored Dependent Variable

Zelig.url: Table of links for Zelig

Zelig-weibull-class: Weibull Regression for Duration Dependent Variables

Files in this package

Zelig
Zelig/inst
Zelig/inst/JSON
Zelig/inst/JSON/zelig5models.json
Zelig/inst/CITATION
Zelig/tests
Zelig/tests/testthat.R
Zelig/tests/testthat
Zelig/tests/testthat/test-logit.R
Zelig/tests/testthat/test-negbin.R
Zelig/tests/testthat/test-probit.R
Zelig/tests/testthat/test-lognom.R
Zelig/tests/testthat/test-poisson.R
Zelig/tests/testthat/test-ls.R
Zelig/NAMESPACE
Zelig/demo
Zelig/demo/demo-data-table.R
Zelig/demo/demo-setx-fn.R
Zelig/demo/demo-signif-stars.R
Zelig/demo/demo-setx.R
Zelig/demo/demo-mlogit-bayes.R
Zelig/demo/demo-oprobit-bayes.R
Zelig/demo/demo-relogit.R
Zelig/demo/demo-zip.R
Zelig/demo/demo-weibull.R
Zelig/demo/demo-factor-bayes.R
Zelig/demo/demo-strata.R
Zelig/demo/demo-gamma.R
Zelig/demo/demo-ls.R
Zelig/demo/demo-gamma-gee.R
Zelig/demo/demo-tobit.R
Zelig/demo/demo-probit-bayes.R
Zelig/demo/demo-tobitbayes.R
Zelig/demo/demo-json.R
Zelig/demo/demo-setx-2.R
Zelig/demo/demo-probit-gee.R
Zelig/demo/demo-dplyr.R
Zelig/demo/demo-roc.R
Zelig/demo/demo-quantile.R
Zelig/demo/demo-scope.R
Zelig/demo/demo-show.R
Zelig/demo/00Index
Zelig/demo/demo-logit.R
Zelig/demo/demo-poisson-bayes.R
Zelig/demo/demo-amelia.R
Zelig/demo/demo-negbinom.R
Zelig/demo/demo-wrappers.R
Zelig/demo/demo-logit-gee.R
Zelig/demo/demo-normal-gee.R
Zelig/demo/demo-poisson-gee.R
Zelig/demo/demo-range.R
Zelig/demo/demo-logit-bayes.R
Zelig/demo/demo-poisson.R
Zelig/demo/demo-feedback.R
Zelig/demo/demo-probit.R
Zelig/demo/demo-exp.R
Zelig/demo/demo-normal.R
Zelig/demo/demo-normal-bayes.R
Zelig/demo/demo-lognorm.R
Zelig/data
Zelig/data/klein.txt.gz
Zelig/data/grunfeld.txt.gz
Zelig/data/immi4.tab.gz
Zelig/data/bivariate.tab.gz
Zelig/data/free1.tab.gz
Zelig/data/free2.tab.gz
Zelig/data/MatchIt.url.tab.gz
Zelig/data/SupremeCourt.txt.gz
Zelig/data/sanction.tab.gz
Zelig/data/swiss.txt.gz
Zelig/data/kmenta.txt.gz
Zelig/data/immi1.tab.gz
Zelig/data/turnout.tab.gz
Zelig/data/coalition2.txt.gz
Zelig/data/immi3.tab.gz
Zelig/data/seatshare.rda
Zelig/data/friendship.RData
Zelig/data/Zelig.url.tab.gz
Zelig/data/eidat.txt.gz
Zelig/data/newpainters.txt.gz
Zelig/data/sna.ex.RData
Zelig/data/mexico.tab.gz
Zelig/data/macro.tab.gz
Zelig/data/hoff.tab.gz
Zelig/data/immi2.tab.gz
Zelig/data/voteincome.txt.gz
Zelig/data/PErisk.txt.gz
Zelig/data/approval.tab.gz
Zelig/data/coalition.tab.gz
Zelig/data/homerun.txt.gz
Zelig/data/mid.tab.gz
Zelig/data/tobin.txt.gz
Zelig/data/immigration.tab.gz
Zelig/data/Weimar.txt.gz
Zelig/data/immi5.tab.gz
Zelig/R
Zelig/R/model-exp.R Zelig/R/model-probit-bayes.R Zelig/R/model-gamma-gee.R Zelig/R/model-ar.R Zelig/R/utils.R Zelig/R/model-poisson.R Zelig/R/model-timeseries.R Zelig/R/model-gamma.R Zelig/R/model-oprobit-bayes.R Zelig/R/create-json.R Zelig/R/model-probit-survey.R Zelig/R/model-poisson-bayes.R Zelig/R/model-zelig.R Zelig/R/model-lognorm.R Zelig/R/model-mlogit-bayes.R Zelig/R/model-normal-survey.R Zelig/R/model-logit-survey.R Zelig/R/model-weibull.R Zelig/R/model-binchoice.R Zelig/R/model-tobit.R Zelig/R/wrappers.R Zelig/R/model-logit-gee.R Zelig/R/model-probit.R Zelig/R/model-tobit-bayes.R Zelig/R/plots.R Zelig/R/model-gee.R Zelig/R/model-binchoice-survey.R Zelig/R/model-arima.R Zelig/R/model-normal.R Zelig/R/model-logit.R Zelig/R/model-logit-bayes.R Zelig/R/model-normal-bayes.R Zelig/R/model-survey.R Zelig/R/model-quantile.R Zelig/R/model-poisson-survey.R Zelig/R/model-probit-gee.R Zelig/R/model-relogit.R Zelig/R/model-poisson-gee.R Zelig/R/model-normal-gee.R Zelig/R/model-bayes.R Zelig/R/model-negbinom.R Zelig/R/model-ls.R Zelig/R/model-factor-bayes.R Zelig/R/model-binchoice-gee.R Zelig/R/model-gamma-survey.R Zelig/R/model-glm.R Zelig/R/model-ma.R
Zelig/MD5
Zelig/DESCRIPTION
Zelig/man
Zelig/man/sna.ex.Rd Zelig/man/Zelig-poisson-class.Rd Zelig/man/Zelig-glm-class.Rd Zelig/man/seatshare.Rd Zelig/man/zeligPlyrMutate.Rd Zelig/man/homerun.Rd Zelig/man/free2.Rd Zelig/man/Median.Rd Zelig/man/simulations.plot.Rd Zelig/man/Zelig-mlogit-bayes-class.Rd Zelig/man/Zelig-binchoice-class.Rd Zelig/man/Zelig-bayes-class.Rd Zelig/man/Zelig-arima-class.Rd Zelig/man/mexico.Rd Zelig/man/Zelig-probit-survey-class.Rd Zelig/man/kmenta.Rd Zelig/man/zeligACFplot.Rd Zelig/man/klein.Rd Zelig/man/SupremeCourt.Rd Zelig/man/eidat.Rd Zelig/man/Zelig-oprobit-bayes-class.Rd Zelig/man/rocplot.Rd Zelig/man/Zelig-lognorm-class.Rd Zelig/man/Zelig-logit-bayes-class.Rd Zelig/man/coef-Zelig-method.Rd Zelig/man/sanction.Rd Zelig/man/stat.Rd Zelig/man/Zelig-ma-class.Rd Zelig/man/Zelig-tobit-class.Rd Zelig/man/fitted-Zelig-method.Rd Zelig/man/predict-Zelig-method.Rd Zelig/man/Zelig-weibull-class.Rd Zelig/man/statmat.Rd Zelig/man/Zelig-gamma-survey-class.Rd Zelig/man/qi.plot.Rd Zelig/man/relogit.Rd Zelig/man/Zelig-poisson-survey-class.Rd Zelig/man/zeligARMAlongrun.Rd Zelig/man/tobin.Rd Zelig/man/zeligARMAnextstep.Rd Zelig/man/free1.Rd Zelig/man/zeligARMAbreakforecaster.Rd Zelig/man/Zelig-class.Rd Zelig/man/macro.Rd Zelig/man/Zelig.url.Rd Zelig/man/vcov-Zelig-method.Rd Zelig/man/Zelig-ls-class.Rd Zelig/man/Zelig-poisson-bayes-class.Rd Zelig/man/setx.Rd Zelig/man/ci.plot.Rd Zelig/man/setfactor.Rd Zelig/man/coalition.Rd Zelig/man/cluster.formula.Rd Zelig/man/Zelig-probit-bayes-class.Rd Zelig/man/Zelig-binchoice-gee-class.Rd Zelig/man/Zelig-normal-survey-class.Rd Zelig/man/statlevel.Rd Zelig/man/Zelig-relogit-class.Rd Zelig/man/Zelig-poisson-gee-class.Rd Zelig/man/Zelig-gee-class.Rd Zelig/man/Zelig-exp-class.Rd Zelig/man/approval.Rd Zelig/man/setval.Rd Zelig/man/createJSON.Rd Zelig/man/simacf.Rd Zelig/man/Mode.Rd Zelig/man/Weimar.Rd Zelig/man/Zelig-quantile-class.Rd Zelig/man/zeligArimaWrapper.Rd Zelig/man/Zelig-logit-class.Rd Zelig/man/Zelig-logit-survey-class.Rd Zelig/man/mid.Rd Zelig/man/Zelig-factor-bayes-class.Rd Zelig/man/table.levels.Rd Zelig/man/PErisk.Rd Zelig/man/Zelig-negbin-class.Rd Zelig/man/Zelig-logit-gee-class.Rd Zelig/man/plot-Zelig-ANY-method.Rd Zelig/man/grunfeld.Rd Zelig/man/Zelig-normal-class.Rd Zelig/man/Zelig-survey-class.Rd Zelig/man/summary-Zelig-method.Rd Zelig/man/Zelig-ar-class.Rd Zelig/man/MatchIt.url.Rd Zelig/man/coalition2.Rd Zelig/man/Zelig-normal-gee-class.Rd Zelig/man/reduce.Rd Zelig/man/Zelig-timeseries-class.Rd Zelig/man/zelig.Rd Zelig/man/newpainters.Rd Zelig/man/hoff.Rd Zelig/man/friendship.Rd Zelig/man/avg.Rd Zelig/man/Zelig-gamma-class.Rd Zelig/man/Zelig-normal-bayes-class.Rd Zelig/man/swiss.Rd Zelig/man/turnout.Rd Zelig/man/Zelig-gamma-gee-class.Rd Zelig/man/Zelig-binchoice-survey-class.Rd Zelig/man/Zelig-probit-gee-class.Rd Zelig/man/summary.Arima.Rd Zelig/man/Zelig-probit-class.Rd Zelig/man/immigration.Rd Zelig/man/Zelig-tobit-bayes-class.Rd Zelig/man/sim.Rd Zelig/man/bivariate.Rd Zelig/man/voteincome.Rd

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