Zelig: Everyone's Statistical Software

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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.

Author
Christine Choirat, James Honaker, Kosuke Imai, Gary King, Olivia Lau
Date of publication
2016-11-02 18:19:57
Maintainer
James Honaker <zelig.zee@gmail.com>
License
GPL (>= 2)
Version
5.0-13

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