Zelig-package {Zelig}R Documentation

Everyone's Statistical Software

Description

Zelig is an easy-to-use program that can estimate, and help interpret the results of, an enormous range of statistical models. It literally is ``everyone's statistical software'' because Zelig's simple unified framework incorporates everyone else's (R) code. We also hope it will become ``everyone's statistical software'' for applications and teaching, and so have designed Zelig so that anyone can easily use it or add their programs to it. Zelig also comes with infrastructure that facilitates the use of any existing method, such as by allowing multiply imputed data for any model, and mimicking the program Clarify (for Stata) that takes the raw output of existing statistical procedures and translates them into quantities of direct interest.

Details

Package: Zelig
Version: 3.1-0
Date: 2007-06-12
Depends: R (>= 2.5.0), MASS, boot
Suggests: VGAM (>= 0.7-1), MCMCpack (>= 0.7-4), mvtnorm, survival, sandwich (>= 2.0-0), zoo (>= 1.2-1), coda, nnet, sna, gee, systemfit, mgcv, lme4, anchors (>= 2.0)
License: GPL version 2 or newer
URL: http://gking.harvard.edu/zelig
Packaged: Wed May 30 16:14:15 2007; falimadh
Built: R 2.6.0; ; 2007-11-30 13:37:37; unix

Index:

approval                U.S. Presidential Approval Data
bivariate               Sample data for bivariate probit regression
coalition               Coalition Dissolution in Parliamentary
                        Democracies
coalition2              Coalition Dissolution in Parliamentary
                        Democracies, Modified Version
current.packages        Find all packages in a dependency chain
dims                    Return Dimensions of Vectors, Arrays, and Data
                        Frames
eidat                   Simulation Data for Ecological Inference
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 (sur) that corresponds to method SUR
                        of systemfit
gsource                 Read Data As a Space-Delimited Table
help.zelig              HTML Help for Zelig Commands and Models
hoff                    Social Security Expenditure Data
homerun                 Sample Data on Home Runs Hit By Mark McGwire
                        and Sammy Sosa in 1998.
immigration             Individual Preferences Over Immigration Policy
klein                   Simulation Data for model Two-Stage Least
                        Square (twosls) that corresponds to method 2SLS
                        of systemfit
kmenta                  Simulation Data for model Three-Stage Least
                        Square (threesls) that corresponds to method
                        3SLS of systemfit
macro                   Macroeconomic Data
match.data              Output matched data sets
MatchIt.url             Table of links for Zelig
mexico                  Voting Data from the 1988 Mexican Presidental
                        Election
mi                      Bundle multiply imputed data sets as a list
mid                     Militarized Interstate Disputes
model.end               Cleaning up after optimization
model.frame.multiple    Extracting the "environment" of a model formula
model.matrix.multiple   Design matrix for multivariate models
network                 Format matricies into a data frame for social
                        network analysis
newpainters             The Discretized Painter's Data of de Piles
parse.formula           Parsing user-input formulas into multiple
                        syntax
parse.par               Select and reshape parameter vectors
PErisk                  Political Economic Risk Data from 62 Countries
                        in 1987
plot.ci                 Plotting Vertical confidence Intervals
plot.zelig              Graphing Quantities of Interest
put.start               Set specific starting values for certain
                        parameters
repl                    Replicating Analyses
rocplot                 Receiver Operator Characteristic Plots
sanction                Multilateral Economic Sanctions
set.start               Set starting values for all parameters
setx                    Setting Explanatory Variable Values
sim                     Simulating Quantities of Interest
sna.ex                  Simulated Example of Social Network Data
summary.zelig           Summary of Simulated Quantities of Interest
SupremeCourt            U.S. Supreme Court Vote Matrix
swiss                   Swiss Fertility and Socioeconomic Indicators
                        (1888) Data
ternaryplot             Ternary diagram
ternarypoints           Adding Points to Ternary Diagrams
tobin                   Tobin's Tobit Data
turnout                 Turnout Data Set from the National Election
                        Survey
user.prompt             Pause in demo files
voteincome              Sample Turnout and Demographic Data from the
                        2000 Current Population Survey
Weimar                  1932 Weimar election data
zelig                   Estimating a Statistical Model
zeligDepStatus          Zelig Dependencies Packages Client Status
zeligDepUpdate          Download Zelig Dependencies Packages
zeligDescribeModelXML   Zelig interface functions
Zelig-package           Zelig: Everyone's Statistical Software
Zelig.url               Table of links for Zelig

Further information is available in the following vignettes:
aov Fit an Analysis of Variance Model (source)
arima ARIMA Models for Time Series Data (source)
blogit Bivariate Logistic Regression for Two Dichotomous Dependent Variables (source)
bprobit Bivariate Probit Regression for Dichotomous Dependent Variables (source)
chopit Compound Hierarchical Ordered Probit for Survey Vignettes (source)
cloglog.net Social Network Complementary Log Log Regression for Dichotomous Dependent Variables (source)
coxph Cox Proportional Hazards Regression for Duration Dependent Variables (source)
ei.RxC Hierarchical Multinomial-Dirichlet Ecological Inference Model (source)
ei.dynamic Quinn's Dynamic Ecological Inference (source)
ei.hier Hierarchical Ecological Inference Model for 2x2 tables (source)
exp Exponential Regression for Duration Dependent Variables (source)
factor.bayes Bayesian Factor Analysis (source)
factor.mix Mixed Data Factor Analysis (source)
factor.ord Ordinal Data Factor Analysis (source)
gamma Gamma Regression for Continuous, Positive Dependent Variables (source)
gamma.gee Generalized Estimating Equation for Gamma Regression (source)
gamma.mixed Gamma mixed effects linear regression (source)
gamma.net Network Gamma Regression for Continuous, Positive Proximity Matrix Dependent Variables (source)
irt1d One Dimensional Item Response Mode (source)
irtkd K-Dimensional Item Response Model (source)
logit Logistic Regression for Dichotomous Dependent Variables (source)
logit.bayes Bayesian Logistic Regression for Dichotomous Dependent Variables (source)
logit.gam Generalized Additive Model for Dichotomous Dependent Variables (source)
logit.gee Generalized Estimating Equation for Logistic Regression (source)
logit.mixed Mixed effects linear regression (source)
logit.net Network Logistic Regression for Dichotomous Proximity Matrix Dependent Variables (source)
lognorm Log-Normal Regression for Duration Dependent Variables (source)
ls Least Squares Regression for Continuous Dependent Variables (source)
ls.mixed Mixed effects linear regression (source)
ls.net Network Least Squares Regression for Continuous Proximity Matrix Dependent Variables (source)
mlogit Multinomial Logistic Regression for Dependent Variables with Unordered Categorical Values (source)
mlogit.bayes Bayesian Multinomial Logistic Regression for Dependent Variables with Unordered Categorical Values (source)
mloglm Multinomial Log-Linear Regression for Contingency Table Models (source)
negbin Negative Binomial Regression for Event Count Dependent Variables (source)
normal Normal Regression for Continuous Dependent Variables (source)
normal.bayes Bayesian Normal Linear Regression (source)
normal.gam Generalized Additive Model for Continuous Dependent Variables (source)
normal.gee Generalized Estimating Equation for Normal Regression (source)
normal.net Network Normal Regression for Continuous Proximity Matrix Dependent Variables (source)
ologit Ordinal Logistic Regression for Ordered Categorical Dependent Variables (source)
oprobit Ordinal Probit Regression for Ordered Categorical Dependent Variables (source)
oprobit.bayes Bayesian Ordered Probit Regression (source)
poisson Poisson Regression for Event Count Dependent Variables (source)
poisson.bayes Bayesian Poisson Regression (source)
poisson.gam Generalized Additive Model for Count Dependent Variables (source)
poisson.gee Generalized Estimating Equation for Poisson Regression (source)
poisson.mixed Mixed effects poisson regression (source)
poisson.net Network Poisson Regression for Event Count Proximity Matrix Dependent Variables (source)
probit Probit Regression for Dichotomous Dependent Variables (source)
probit.bayes Bayesian Probit Regression for Dichotomous Dependent Variable (source)
probit.gam Generalized Additive Model for Dichotomous Dependent Variables (source)
probit.gee Generalized Estimating Equation for Probit Regression (source)
probit.mixed Mixed effects probit regression (source)
probit.net Network Probit Regression for Dichotomous Proximity Matrix Dependent Variables (source)
relogit Rare Events Logistic Regression for Dichotomous Dependent Variables (source)
sur Seemingly Unrelated Regression (source)
threesls Three Stage Least Squares (source)
tobit Linear regression for Left-Censored Dependet Variable (source)
tobit.bayes Bayesian Linear Regression for a Censored Dependent Variable (source)
twosls Two Stage Least Squares (source)
weibull Weibull Regression for Duration Dependent Variables (source)

Author(s)

Kosuke Imai <kimai@Princeton.Edu>, Gary King <king@harvard.edu>, Olivia Lau <olau@fas.harvard.edu>

Maintainer: Kosuke Imai <kimai@Princeton.Edu>


[Package Zelig version 3.1-0 Index]