# Everyone's Statistical Software

## Documentation for package ‘Zelig’ version 4.1-3

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Code demos. Use demo() to run them.

## Help Pages

A B C D E F G H I K L M N P Q R S T U V W Z misc

Zelig-package | Zelig Everyone's Statistical Software

## -- A --

alpha | Extract ancillary parameters from 'parameters' objects
approval | U.S. Presidential Approval Data
as.bootlist | Convert of Vector of Bootstrapped Parameters to a List-style Boot Object
as.bootvector | Convert Boot Object to a Vector
as.data.frame.setx | Coerce a 'setx' Object into a 'data.frame'
as.description | Generic Method for Casting 'description' Objects
as.description.description | description -> description
as.description.list | list -> description
as.matrix.pooled.setx | Convert a "pooled.setx" Object to a Matrix
as.matrix.setx | Convert a 'setx' Object to a Matrix
as.parameters | Generic Method for Converting Objects into 'parameters'
as.parameters.default | ??? -> parameters
as.parameters.list | list -> parameters
as.parameters.parameters | parameters -> parameters This is merely an identity function when casting 'parameters' objects into 'parameters'.

as.qi

Generic Method for Converting Various Objects into 'qi' Objects 'qi' objects are list-style objects used by the 'summarize' function to compute simple summaries about the simulated data. For readability and and simplicity purposes, the 'qi' function typically returns a list of named simulations. This list is converted internally by Zelig into a 'qi' object so that several methods can be easily applied to the Quantities of Interest: plot, summarize, and print

as.qi.default | ??? -> qi
as.qi.list | list -> qi This function has a lot of room to go wrong. It tries o detect whether the zelig model is old-style or new-style (as of 4/4/2011). Eventually this feature should be phased out.
as.qi.qi | qi -> qi
as.summarized | Generic Method for Casting Objectst as 'summarized' Objects
as.summarized.list | list -> summarized.qi Convert a list into a "summarized.qi" object
as.summarized.summarized.qi | summarized.qi -> summarized.qi
attach.env | Attach Variables to a Function

## -- B --

bivariate | Sample data for bivariate probit regression
bootfn.default | Default Boot-strapping procedure
bootstrap | Generic Method for "bootstrap"
bootstrap.default | Produce Boot-strapped Parameters for a Statistical Model
bootstrap.gamma | Bootstrap Parameters for Zelig "gamma" GLM
bootstrap.negbinom | Bootstrap Parameters for Zelig "negbinom" GLM
bootstrap.normal | Bootstrap Parameters for Zelig "normal" GLM

## -- C --

callToString | Convert 'call' Object to a String
cite | Citation information for a 'description' object
cluster.formula | Generate Formulae that Consider Clustering
cmvglm | cmvglm
coalition | Coalition Dissolution in Parliamentary Democracies
coalition2 | Coalition Dissolution in Parliamentary Democracies, Modified Version
coef.parameters | Return Simulations of Parameter Coefficients
combine | Produce All Combinations of a Set of Lists
constructDataFrame | Construct Data Frame Construct and return a tiny (single-row) data-frame from a larger data-frame, a list of specified values, and a formula
constructDesignMatrix | Construct Design Matrix from Construct and return a design matrix based on a tiny data-frame (single-row).

## -- D --

depends.on.zelig | Whether a Statistical Package Depends on the Zelig Software Suite
describe | Method to describe a model to Zelig
describe.default | Default describe function for an arbitrary model This method exists solely as a backup when an author does not contribute a 'describe' function for their model
describe.exp | Describe a "exp" model to Zelig
describe.gamma | Describe the 'gamma' model to Zelig
describe.logit | Describe a 'logit' model to Zelig
describe.ls | Describe a 'ls' model to Zelig
describe.negbinom | Describe the 'negbinom' model to Zelig
describe.normal | Describe the 'normal' model to Zelig
describe.poisson | Describe the 'poisson' model to Zelig
describe.probit | Describe the 'probit' model to Zelig
describe.tobit | Describe a "tobit" model to Zelig
describe.zelig | Get Description Object Used to Cite this Zelig Model
description | Constructor for the 'description' class

## -- E --

eidat | Simulation Data for Ecological Inference

## -- F --

find.match | Find a Partial or Exact Match from a Vector of Strings Searches a vector of character-string, and returns the best match.
free1 | Freedom of Speech Data
free2 | Freedom of Speech Data
friendship | Simulated Example of Schoolchildren Friendship Network

## -- G --

get.package | Find the Zelig package that a particular model belong to
GetObject | Extract the fitted model object from the Zelig object
getPredictorTerms | Get Predictor Terms from Zelig-style Formulae
getResponse.Formula | Get Response Terms from a "Formula" Object
getResponseTerms | Get Response Terms from a Zelig-style Formula
getResponseTerms.Formula | Get Response Terms from a "Formula" Object
getResponseTerms.formula | Get Response Terms from a Standard Formula
getResponseTerms.list | Get Response Terms from a List-style Formula
GetSlot | Generic method for extracting variables from both S3 and S4 fitted model object
GetSlot.zelig | Return a Value from a 'zelig' Fitted Model
grunfeld | Simulation Data for model Seemingly Unrelated Regression (sur) that corresponds to method SUR of systemfit

## -- H --

has.zelig2 | Whether an Arbitrary R-package has a Zelig2 Function within Its Namespace
help.zelig | Help system for Zelig models
hoff | Social Security Expenditure Data
homerun | Sample Data on Home Runs Hit By Mark McGwire and Sammy Sosa in 1998.

## -- I --

ignore | Constructor for the 'ignore' class This class is included for future use, and is currently not used in any Zelig model. It is designed for use with zelig2* functions
immi1 | Individual Preferences Over Immigration Policy
immi2 | Individual Preferences Over Immigration Policy
immi3 | Individual Preferences Over Immigration Policy
immi4 | Individual Preferences Over Immigration Policy
immi5 | Individual Preferences Over Immigration Policy
immigration | Individual Preferences Over Immigration Policy
is.formula | Whether an Object is a Formula
is.qi | Test If Value is Interpretable as a QI
is.valid.qi.list | Check If Object Is a List of Valid Quantities of Interest
is.zelig.compliant | Whether a R-Package Contains a 'Yes' in its DESCRIPTION File's 'Zelig' Field
is.zelig.package | Wether an Installed R-Pack Depends on Zelig

## -- K --

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

## -- L --

link | Method for extracting the link function from 'parameters' objects
linkinv | Method for extracting the inverse link function from 'parameters' objects
list.depth | Count the Depth of a List Object
list.zelig.dependent.packages | Get a List of Packages Installed on the Current Machine that Depend on Zelig
list.zelig.models | List Zelig Models Installed on the Current Machine
load.dependencies | Load External Dependencies Safely and Dynamically
loadDependencies | Load External Dependencies Safely and Dynamically

## -- M --

macro | Macroeconomic Data
make.parameters | ??? For use with cmvglm
makeModelMatrix | Make a Model Matrix from a Zelig-Style Formula
makeZeligObject | Make an Individual Zelig Object
MatchIt.url | Table of links for Zelig
Max | Compute the Maximum Value of a Vector
MCMChook | Hook to Clean-up MCMC Objects
McmcHookFactor | Hook to Clean-up MCMC Factor Object
Median | Compute the Statistical Median of a Vector
mexico | Voting Data from the 1988 Mexican Presidental Election
mi | Bundle Data-sets for Multiple Imputation
mid | Militarized Interstate Disputes
Min | Compute the Minumum Value of a Vector
mix | Produce All Combinations of a Set of Lists
Mode | Compute the Statistical Mode of a Vector
model.frame.multiple | Create Model Frame from 'multiple' Object
model.matrix.multiple | Create Design Matrix of a 'multiple' Object
model.matrix.parseFormula | Construct Design Matrix from a Parsed, Zelig-style Formula
multilevel | Multilevel

## -- N --

name.object | Name Elements of an Object
names.qi | The Names of a 'qi' Object
newpainters | The Discretized Painter's Data of de Piles

## -- P --

param | Generic Method for Simulating Ancillary/Auxillary Parameters of Zelig Models
param.default | Default Method for "param"
param.exp | Param Method for the 'exp' Zelig Model
param.gamma | param method for the 'gamma' Zelig model
param.logit | Param Method for the 'logit' Zelig Model
param.ls | Param Method for the 'ls' Zelig Model
param.negbinom | Param Method for the 'negbinom' Zelig Model
param.normal | Param Method for the 'normal' Zelig Model
param.poisson | Param Method for the 'poisson' Zelig Model
param.probit | Param Method for the 'probit' Zelig Model
param.relogit | Estimate Parameters for the "relogit" Zelig Mdoel
param.relogit2 | Estimate Parameters for the "relogit" Zelig Mdoel
param.tobit | Param Method for the 'tobit' Zelig Model
parameters | Constructor for 'parameters' class
parse.formula | Parse Formulas for Zelig Models
parseFormula | Parse Zelig-style Formulae
parseFormula.Formula | Parse "Formula"-style Zelig Formulae
parseFormula.list | Parse List-Style Zelig Formulae
PErisk | Political Economic Risk Data from 62 Countries in 1987
plot.ci | Method for plotting pooled simulations by confidence intervals
plot.MI.sim | Plot graphs of simulated multiply-imputed data
plot.pooled.sim | Method for plotting pooled simulations by confidence intervals
plot.sim | Method for plotting simulations
plot.simulations | Plot Any Simulation from the Zelig Core Package
print.qi | Print a Quantity of Interest in Human-Readable Form
print.qi.summarized | Print Method for Summarized Quantities of Interest
print.setx | Print values of 'setx' objects
print.setx.mi | Print a Bundle of Data-sets
print.sim | Print values of 'sim' objects
print.summary.MCMCZelig | Print a Summary MCMCZelig Object
print.summary.pooled.sim | Print a Summary of a Set of Pooled Simulated Interests
print.summary.relogit | Print Summary of a Rare-event Logistic Model
print.summary.relogit2 | Print Summary of a Rare-event Logistic Model
print.summary.sim | Print Values of a Summarized "sim" Object
print.summarySim.MI | Print Multiply Imputed Simulations Summary
print.zelig | Print values of "zelig" objects

## -- Q --

qi | Generic Method for Computing Quantities of Interest
qi.exp | Compute quantities of interest for 'exp' Zelig models
qi.exp.Rd | Generic Method for Computing Quantities of Interest
qi.gamma.Rd | Generic Method for Computing Quantities of Interest
qi.logit.Rd | Generic Method for Computing Quantities of Interest
qi.ls.Rd | Generic Method for Computing Quantities of Interest
qi.negbinom.Rd | Generic Method for Computing Quantities of Interest
qi.normal.Rd | Generic Method for Computing Quantities of Interest
qi.normal.survey.Rd | Generic Method for Computing Quantities of Interest
qi.poisson.Rd | Generic Method for Computing Quantities of Interest
qi.poisson.survey.Rd | Generic Method for Computing Quantities of Interest
qi.probit.Rd | Generic Method for Computing Quantities of Interest
qi.relogit.Rd | Generic Method for Computing Quantities of Interest
qi.relogit2.Rd | Generic Method for Computing Quantities of Interest
qi.summarize | Constructor for QI Summarized Class This class takes an arbitrary number of the _same_ type of quantities of interest labels them, then merges them into one simple printable block. In particular, this class determines which print function to use based on the the type and size od data to be passed to the print function.
qi.tobit.Rd | Generic Method for Computing Quantities of Interest

## -- R --

reduceMI | Reduce MI Formulas Take a formula in any of the reduced form or in a structural form and return the most reduced form of that formula
relogit | Fit a rare-event logistic model in Zelig
repl | Generic Method for Replicating Data
repl.default | Default Method for Replicating Statistics
repl.sim | Method for Replicating Simulated Quantities of Interest
replace.call | Hook to Update the Zelig Call with the Appropriate Call Object
robust.gee.hook | Classify Fitted Object as Naive or Robust
robust.glm.hook | Hook for "glm" Models in Zelig
rocplot | Receiver Operator Characteristic Plots

## -- S --

sanction | Multilateral Economic Sanctions
setx | Setting Explanatory Variable Values
setx.default | Set explanatory variables
setx.MI | Set Explanatory Variables for Multiply Imputed Data-sets This function simply calls setx.default once for every fitted model within the 'zelig.MI' object

sim

Generic Method for Computing and Organizing Simulated Quantities of Interest Simulate quantities of interest from the estimated model output from 'zelig()' given specified values of explanatory variables established in 'setx()'. For classical _maximum likelihood_ models, 'sim()' uses asymptotic normal approximation to the log-likelihood. For _Bayesian models_, Zelig simulates quantities of interest from the posterior density, whenever possible. For _robust Bayesian models_, simulations are drawn from the identified class of Bayesian posteriors. Alternatively, you may generate quantities of interest using bootstrapped parameters.

sim.default | Method for Simulating Quantities of Interest wrom 'zelig' Objects
sim.MI | Simulate Multiply Imputed Data
simulation.matrix | Get Simulations as a Matrix
simulations.parameters | Return Simulations of Parameter Coefficients
simulations.plot | Plot Quantities of Interest in a Zelig-fashion
sna.ex | Simulated Example of Social Network Data
special_print_LIST | Method for Printing Summarized QI's in a List Form
special_print_MATRIX | Method for Printing Summarized QI's in a Matrix Form
splitUp | Split a List into Two Lists This functions takes any list, and splits into two lists - one containing the values of arguments with specifically specified values and those without specified values.
store.object | Store Object in Environment with a Fake Name
structuralToReduced | Transform the Multilevel's Structural Formulas Into Reduced Form
summarize | Generic methonf for summarizing simualted quantities of interest
summarize.default | Summarize Simualted Quantities of Interest
summary.glm.robust | Summary of Generalized Linear Model with Robust Error Estimates
summary.MI | Summarry of Multiply Imputed Statistical Models
summary.MI.sim | Method for summarizing simulations of multiply imputed quantities of interest
summary.pooled.sim | Return a Summary of a Set of Pooled Simulated Interests
summary.Relogit | Summary for "Relogit" Fitted Model
summary.Relogit2 | Summary for "Relogit2" Fitted Model
summary.sim | Method for summarizing simulations of quantities of interest
summary.zelig | Zelig Object Summaries
SupremeCourt | U.S. Supreme Court Vote Matrix
swiss | Swiss Fertility and Socioeconomic Indicators (1888) Data

## -- T --

t.setx | Matrix Transpose of a "setx" Object
table.levels | Create a table, but ensure that the correct columns exist. In particular, this allows for entires with zero as a value, which is not the default for standard tables
terms.multiple | Extract Terms from a 'multiple' Object
terms.vglm | Model Terms for 'vglm' Models
terms.zelig | Model Terms for a Zelig Object
termsFromFormula | Extract Terms from Zelig-style Formulae
TexCite | Get a TeX-style Citation
tobin | Tobin's Tobit Data
toBuildFormula | Build Formula ???
tolmerFormat | Convert a Formula into 'lmer' Representation from Reduced Form Take a formula in its reducd from and return it as a 'lmer' representation (from the lme4 package). This is basically removing the starting 'tag' from each term.
turnout | Turnout Data Set from the National Election Survey

## -- U --

ucfirst | Uppercase First Letter of a String
user.prompt | Prompt User

## -- V --

voteincome | Sample Turnout and Demographic Data from the 2000 Current Population Survey

## -- W --

Weimar | 1932 Weimar election data

## -- Z --

z | Return value for a zelig2-function
Zelig | Zelig Everyone's Statistical Software
zelig | Estimating a Statistical Model
zelig.call | Create Function Call
zelig.skeleton | Creates a Skeleton for a New Zelig package
Zelig.url | Table of links for Zelig
zelig2 | Interface Between Zelig Models and External Functions
zelig2exp | Zelig to Basic GLM Fitting Functions
zelig2factor.bayes | Zelig Bridge Functions to Bayesian Models
zelig2gamma | Zelig to Basic GLM Fitting Functions
zelig2gamma.gee | Bridge between Zelig and the GEE Model Fitting Functions
zelig2gamma.survey | Interface between 'Zelig' and 'svyglm'
zelig2logit | Zelig to Basic GLM Fitting Functions
zelig2logit.bayes | Zelig Bridge Functions to Bayesian Models
zelig2logit.gee | Bridge between Zelig and the GEE Model Fitting Functions
zelig2logit.survey | Interface between 'Zelig' and 'svyglm'
zelig2lognorm | Zelig to Basic GLM Fitting Functions
zelig2ls | Zelig to Basic GLM Fitting Functions
zelig2mlogit.bayes | Zelig Bridge Functions to Bayesian Models
zelig2negbinom | Zelig to Basic GLM Fitting Functions
zelig2normal | Zelig to Basic GLM Fitting Functions
zelig2normal.bayes | Zelig Bridge Functions to Bayesian Models
zelig2normal.gee | Bridge between Zelig and the GEE Model Fitting Functions
zelig2normal.survey | Interface between 'Zelig' and 'svyglm'
zelig2oprobit.bayes | Zelig Bridge Functions to Bayesian Models
zelig2poisson | Zelig to Basic GLM Fitting Functions
zelig2poisson.bayes | Zelig Bridge Functions to Bayesian Models
zelig2poisson.gee | Bridge between Zelig and the GEE Model Fitting Functions
zelig2poisson.survey | Interface between 'Zelig' and 'svyglm'
zelig2probit | Zelig to Basic GLM Fitting Functions
zelig2probit.bayes | Zelig Bridge Functions to Bayesian Models
zelig2probit.gee | Bridge between Zelig and the GEE Model Fitting Functions
zelig2probit.survey | Interface between 'Zelig' and 'svyglm'
zelig2relogit | Zelig to Basic GLM Fitting Functions
zelig2tobit | Zelig to Basic GLM Fitting Functions
zelig2twosls | Zelig to Basic GLM Fitting Functions
ZeligDescribeModel | Produce a 'description' Object from the Name of a Model
ZeligListModels | Get a Character-Vector of All Models with a 'zelig2' Function
ZeligListTitles | List the Titles of the Zelig Statistical Models

## -- misc --

.print.qi.summarized.LIST | Method for Printing Summarized QI's in a List Form
.print.qi.summarized.MATRIX | Method for Printing Summarized QI's in a Matrix Form