Zelig package - RDocumentation

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Version

Install

install.packages('Zelig')

Monthly Downloads

86

Version

5.1.6.1

License

GPL (>= 3)

Maintainer

James Honaker

Last Published

April 22nd, 2019

Functions in Zelig (5.1.6.1)

Compute the Statistical Mode of a Vector

Zelig-factor-bayes-class

Bayesian Factor Analysis

Zelig-gamma-class

Gamma Regression for Continuous, Positive Dependent Variables

U.S. Supreme Court Vote Matrix

Zelig-logit-class

Logistic Regression for Dichotomous Dependent Variables

Zelig-logit-gee-class

Generalized Estimating Equation for Logit Regression

Zelig-normal-gee-class

Generalized Estimating Equation for Normal Regression

Zelig-normal-survey-class

Normal Regression for Continuous Dependent Variables with Survey Weights

Zelig-poisson-survey-class

Poisson Regression with Survey Weights

Zelig-gamma-gee-class

Generalized Estimating Equation for Gamma Regression

Zelig-gamma-survey-class

Gamma Regression with Survey Weights

Zelig-logit-survey-class

Logit Regression with Survey Weights

Zelig-lognorm-class

Log-Normal Regression for Duration Dependent Variables

Zelig-probit-bayes-class

Bayesian Probit Regression

1932 Weimar election data

Zelig-bayes-class

Bayes Model object for inheritance across models in Zelig

Zelig-timeseries-class

Time-series models in Zelig

Zelig-binchoice-class

Binary Choice object for inheritance across models in Zelig

Zelig-tobit-bayes-class

Bayesian Tobit Regression

Zelig-ivreg-class

Instrumental-Variable Regression

Compute central tendancy as approrpriate to data type

Sample data for bivariate probit regression

Zelig-logit-bayes-class

Bayesian Logit Regression

Zelig-normal-bayes-class

Bayesian Normal Linear Regression

Zelig-normal-class

Normal Regression for Continuous Dependent Variables

Table of links for Zelig

Extract p-values from a Zelig estimated model

Zelig-probit-survey-class

Probit Regression with Survey Weights

U.S. Presidential Approval Data

Extract quantities of interest from a Zelig simulation

Zelig-quantile-class

Quantile Regression for Continuous Dependent Variables

coefficients,Zelig-method

Method for extracting estimated coefficients from Zelig objects

combine_coef_se

Combines estimated coefficients and associated statistics from models estimated with multiply imputed data sets or bootstrapped

Simulation Data for model Two-Stage Least Square (twosls) that corresponds to method 2SLS of systemfit

Time-Series Model with Autoregressive Disturbance

Zelig-arima-class

Autoregressive and Moving-Average Models with Integration for Time-Series Data

Individual Preferences Over Immigration Policy

Simulation Data for model Three-Stage Least Square (threesls) that corresponds to method 3SLS of systemfit

Zelig reference class

Zelig-exp-class

Exponential Regression for Duration Dependent Variables

Least Squares Regression for Continuous Dependent Variables

Time-Series Model with Moving Average

is_length_not_1

Check if an object has a length greater than 1

Zelig-tobit-class

Linear Regression for a Left-Censored Dependent Variable

Zelig-weibull-class

Weibull Regression for Duration Dependent Variables

Enables backwards compatability for preparing non-amelia imputed data sets for zelig.

coef,Zelig-method

Method for extracting estimated coefficients from Zelig objects

Militarized Interstate Disputes

Coalition Dissolution in Parliamentary Democracies, Modified Version

Extract p-values from a fitted model object

The Discretized Painter's Data of de Piles

factor_coef_combine

Return individual factor coefficient fitted values to single factor variable

plot,Zelig,ANY-method

Plot method for Zelig objects

Left Party Seat Share in 11 OECD Countries

fitted,Zelig-method

Method for extracting estimated fitted values from Zelig objects

Set new value of a factor variable, checking for existing levels

Zelig-mlogit-bayes-class

Bayesian Multinomial Logistic Regression

Find odds ratios for coefficients and standard errors for glm.summary class objects

strip_package_name

Remove package names from fitted model object calls.

summary,Zelig-method

Summary method for Zelig objects

Zelig-negbin-class

Negative Binomial Regression for Event Count Dependent Variables

vcov,Zelig-method

Variance-covariance method for Zelig objects

Set new value of a variable as approrpriate to data type

Social Security Expenditure Data

Sample Data on Home Runs Hit By Mark McGwire and Sammy Sosa in 1998.

Find vcov for GEE models

Setting Explanatory Variable Values

Zelig-relogit-class

Rare Events Logistic Regression for Dichotomous Dependent Variables

Zelig-survey-class

Survey models in Zelig for weights for complex sampling designs

Setting Explanatory Variable Values for First Differences

Macroeconomic Data

Voting Data from the 1988 Mexican Presidental Election

Zelig Copy of plyr::mutate to avoid namespace conflict with dplyr

Table of links for Zelig

Generic Method for Computing and Organizing Simulated Quantities of Interest

Extract simulated quantities of interest from a zelig object

Compute the Statistical Median of a Vector

cluster.formula

Generate Formulae that Consider Clustering

Coalition Dissolution in Parliamentary Democracies

Zelig-binchoice-gee-class

Object for Binary Choice outcomes in Generalized Estimating Equations for inheritance across models in Zelig

Utility function for constructing JSON file that encodes the hierarchy of available statistical models in Zelig

predict,Zelig-method

Method for getting predicted values from Zelig objects

Default Plot Design For Zelig Model QI's

Zelig-binchoice-survey-class

Object for Binary Choice outcomes with Survey Weights for inheritance across models in Zelig

Zelig-gee-class

Generalized Estimating Equations Model object for inheritance across models in Zelig

Zelig-glm-class

Generalized Linear Model object for inheritance across models in Zelig

Construct Autocorrelation Function from Zelig object and simulated parameters

simulations.plot

Plot Quantities of Interest in a Zelig-fashion

df.residual,Zelig-method

Method for extracting residual degrees-of-freedom from Zelig objects

Freedom of Speech Data

zeligARMAnextstep

Construct Simulated Next Step in Dynamic Series

Bundle Multiply Imputed Data Sets into an Object for Zelig

Compute simulated (sample) average treatment effects on the treated from a Zelig model estimation

zeligArimaWrapper

Estimation wrapper function for arima models, to easily fit with Zelig architecture

Tobin's Tobit Data

Freedom of Speech Data

zeligARMAbreakforecaster

Construct Simulated Series with Internal Discontinuity in X

Cigarette Consumption Panel Data

zeligARMAlongrun

Calculate the Long Run Exquilibrium for Fixed X

Zelig-poisson-class

Poisson Regression for Event Count Dependent Variables

Zelig-poisson-gee-class

Generalized Estimating Equation for Poisson Regression

is_sims_present

Check if any simulations are present in sim.out

Check if simulations for a range of fitted values are present in sim.out

Zelig-oprobit-bayes-class

Bayesian Ordered Probit Regression

Zelig-poisson-bayes-class

Bayesian Poisson Regression

extract_setrange

Extract setrange to return as tidy formatted data frame

Zelig-probit-class

Probit Regression for Dichotomous Dependent Variables

Extract setx for non-range and return tidy formatted data frame

Extract standard errors from a Zelig estimated model

Zelig-probit-gee-class

Generalized Estimating Equation for Probit Regression

Simulation Data for model Seemingly Unrelated Regression (sur) that corresponds to method SUR of systemfit

Method for plotting qi simulations across a range within a variable, with confidence intervals

Convert ci interval from percent to proportion and check if valid

Simulation Data for Ecological Inference

expand_grid_setrange

Convenience function for setrange and setrange1

Estimation function for rare events logit models

Simulated Example of Schoolchildren Friendship Network

from_zelig_model

Extract the original fitted model object from a zelig estimation

Check if simulations for a range1 of fitted values are present in sim.out

Check if simulations for individual values are present in sim.out

is_uninitializedField

Check if uninitializedField

Check if the values in a vector vary

names,Zelig-method

Names method for Zelig objects

model_lookup_df

Instructions for how to convert non-Zelig fitted model objects to Zelig. Used in to_zelig

Multilateral Economic Sanctions

residuals,Zelig-method

Method for extracting residuals from Zelig objects

Extract standard errors from a fitted model object

Simulated Example of Social Network Data

Pass Quantities of Interest to Appropriate Summary Function

Create QI summary matrix

Check if simulations for individual values for x1 are present in sim.out

Conduct variable transformations called inside a zelig call

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

Coerce a non-Zelig fitted model object to a Zelig class object

Check if a zelig object contains a time series model

Check if is a zelig object

Check if an object was created with ZeligEI

Find vcov for quantile regression models

Find the median and a central interval of simulated quantity of interest distributions

Calculate the reduced dataset to be used in setx

Turnout Data Set from the National Election Survey

Sample Turnout and Demographic Data from the 2000 Current Population Survey

Drop intercept columns or values from a data frame or named vector, respectively

Receiver Operator Characteristic Plots

Summary of an object of class Arima

Swiss Fertility and Socioeconomic Indicators (1888) Data

zelig_setx_to_df

Extracted fitted values from a Zelig object with setx values

Estimating a Statistical Model

Plot Autocorrelation Function from Zelig QI object

Political Economic Risk Data from 62 Countries in 1987