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spatialprobit (version 0.9-11)

Spatial Probit Models

Description

Bayesian Estimation of Spatial Probit and Tobit Models.

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Version

Install

install.packages('spatialprobit')

Monthly Downloads

269

Version

0.9-11

License

GPL (>= 2)

Maintainer

Stefan Wilhelm

Last Published

September 17th, 2015

Functions in spatialprobit (0.9-11)

marginal.effects

Marginal effects for spatial probit and Tobit models (SAR probit, SAR Tobit)

fitted

Fitted values of spatial probit/Tobit models

CKM

Coleman, Katz, Menzel "Innovation among Physicians" dataset

sartobit

Bayesian estimation of the SAR Tobit model

summary

Print the results of the spatial probit/Tobit estimation via MCMC

logLik

Log Likelihood for spatial probit models (SAR probit, SEM probit)

c.sarprobit

Combine different SAR probit estimates into one

semprobit

Bayesian estimation of the SEM probit model

sarorderedprobit

Bayesian estimation of the SAR ordered probit model

sar_eigs

compute the eigenvalues for the spatial weight matrix W

sar_lndet

Approximation of the log determinant \(\ln{|I_n - \rho W|}\) of a spatial weight matrix

sarprobit

Bayesian estimation of the SAR probit model

LeSagePaceExperiment

Replicate the LeSage and Pace (2009), section 10.1.5 experiment

coef.sarprobit

Extract Model Coefficients

Katrina

New Orleans business recovery in the aftermath of Hurricane Katrina

kNearestNeighbors

Build Spatial Weight Matrix from k Nearest Neighbors

plot.sarprobit

Plot Diagnostics for sarprobit, semprobit or sartobit objects