McSpatial: Nonparametric spatial data analysis
Version 2.0

Locally weighted regression, semiparametric and conditionally parametric regression, fourier and cubic spline functions, GMM and linearized spatial logit and probit, k-density functions and counterfactuals, nonparametric quantile regression and conditional density functions, Machado-Mata decomposition for quantile regressions, spatial AR model, repeat sales models, conditionally parametric logit and probit

Browse man pages Browse package API and functions Browse package files

AuthorDaniel McMillen
Date of publication2013-05-26 11:08:53
MaintainerDaniel McMillen <mcmillen@illinois.edu>
LicenseGPL
Version2.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("McSpatial")

Man pages

condens: Conditional density estimation
CookCensusTracts: Shapefile of Census Tracts in Cook County for 2000
cookdata: Data set associated with CookCensusTracts shape file
cparlogit: Conditionally Parametric logit for two or more choices
cparlwr: Conditionally Parametric LWR Estimation
cparlwrgrid: Conditionally parametric LWR regression bandwidth or window...
cparmlogit: Conditionally parametric logit for two or more choices
cparprobit: Conditionally Parametric probit for two choices
cubespline: Smooth cubic spline estimation
dfldens: Counterfactual Kernel Density Functions
dupage99: DuPage County assessment ratio data set
fourier: Fourier expansion smoothing
geodensity: Kernel density functions for geo-coded data
geodistance: Calculates distances using the great circle formula
geogravity: Gravity matrix and gravity variable calculations
geoshape: Calculates distances between a shape file and a set of...
gmmlogit: GMM Spatial Logit
gmmprobit: GMM Spatial Probit
kdensity: K-density functions for distances between geographic...
ksim: Estimates K-density functions with local or global confidence...
lwr: Locally Weighted Regression
lwrgrid: LWR Bandwidth or Window Selection
maketarget: Target Points for Nonparametric Models
makew: Calculation of spatial weight matrices
matchdata: Matched samples of house sales in Chicago for 1995 and 2005
matchmahal: Matched sample data frame based on mahalanobis distances
matchprop: Matched sample data frame based on propensity scores
matchqreg: Sample quantiles and means over time for a matched sample...
McSpatial-package: Nonparametric spatial data analysis
qregbmat: Quantile Regression for Multiple Quantiles
qregcdf: Nonparametric quantiles based on conditional CDF functions
qregcpar: Conditionally Parametric LWR Quantile Estimation
qreglwr: Locally Weighted Quantile Regression
qregsim1: Changes in Distributions Implied by Quantile Regression...
qregsim2: Machado-Mata Decomposition of Changes in Distributions
qregspiv: IV Estimator for the Spatial AR Quantile Model
repsale: Repeat Sales Estimation
repsaledata: Preparation of a Repeat Sales Data Set
repsalefourier: Repeat Sales Estimation using Fourier Expansions
repsaleqreg: Quantile Repeat Sales Estimation
sarml: Spatial AR Maximum-Likelihood Estimation
semip: Semi-Parametric Regression
smooth12: Univariate or Bivariate Interpolation
splogit: Linearized GMM spatial logit
spprobit: Linearized GMM spatial probit
spprobitml: Maximum Likelihood Estimation of a Spatial Probit Model

Functions

CookCensusTracts Man page
McSpatial Man page
McSpatial-package Man page
condens Man page Source code
cookdata Man page
cparlogit Man page Source code
cparlwr Man page Source code
cparlwrgrid Man page Source code
cparmlogit Man page Source code
cparprobit Man page Source code
cubespline Man page Source code
dfldens Source code
dfldens Man page
dupage99 Man page
fourier Man page Source code
geodensity Man page Source code
geodistance Man page Source code
geogravity Man page Source code
geoshape Man page Source code
gmmlogit Source code
gmmlogit Man page
gmmprobit Source code
gmmprobit Man page
kdensity Source code
kdensity Man page
ksim Source code
ksim Man page
lwr Man page Source code
lwrgrid Man page Source code
maketarget Man page Source code
makew Man page Source code
matchdata Man page
matchmahal Man page Source code
matchprop Man page Source code
matchqreg Man page Source code
qregbmat Source code
qregbmat Man page
qregcdf Man page Source code
qregcpar Man page Source code
qreglwr Man page Source code
qregsim1 Source code
qregsim1 Man page
qregsim2 Man page Source code
qregspiv Source code
qregspiv Man page
repsale Man page Source code
repsaledata Man page Source code
repsalefourier Man page Source code
repsaleqreg Man page Source code
sarml Man page Source code
semip Man page Source code
smooth12 Man page Source code
splogit Source code
splogit Man page
spprobit Source code
spprobit Man page
spprobitml Source code
spprobitml Man page

Files

MD5
man
man/spprobitml.Rd
man/spprobit.Rd
man/splogit.Rd
man/smooth12.Rd
man/semip.Rd
man/sarml.Rd
man/repsaleqreg.Rd
man/repsalefourier.Rd
man/repsaledata.Rd
man/repsale.Rd
man/qregspiv.Rd
man/qregsim2.Rd
man/qregsim1.Rd
man/qreglwr.Rd
man/qregcpar.Rd
man/qregcdf.Rd
man/qregbmat.Rd
man/matchqreg.Rd
man/matchprop.Rd
man/matchmahal.Rd
man/matchdata.Rd
man/makew.Rd
man/maketarget.Rd
man/lwrgrid.Rd
man/lwr.Rd
man/ksim.Rd
man/kdensity.Rd
man/gmmprobit.Rd
man/gmmlogit.Rd
man/geoshape.Rd
man/geogravity.Rd
man/geodistance.Rd
man/geodensity.Rd
man/fourier.Rd
man/dupage99.Rd
man/dfldens.Rd
man/cubespline.Rd
man/cparprobit.Rd
man/cparmlogit.Rd
man/cparlwrgrid.Rd
man/cparlwr.Rd
man/cparlogit.Rd
man/cookdata.Rd
man/condens.Rd
man/McSpatial-package.Rd
man/CookCensusTracts.Rd
inst
inst/maps
inst/maps/CookCensusTracts.shx
inst/maps/CookCensusTracts.shp
inst/maps/CookCensusTracts.prj
inst/maps/CookCensusTracts.dbf
data
data/matchdata.rda
data/dupage99.rda
data/cookdata.rda
R
R/spprobitml.R
R/spprobit.R
R/splogit.R
R/smooth12.R
R/semip.R
R/sarml.R
R/repsaleqreg.R
R/repsalefourier.R
R/repsaledata.R
R/repsale.R
R/qregspiv.R
R/qregsim2.R
R/qregsim1.R
R/qreglwr.R
R/qregcpar.R
R/qregcdf.R
R/qregbmat.R
R/matchqreg.R
R/matchprop.R
R/matchmahal.R
R/makew.R
R/maketarget.R
R/lwrgrid.R
R/lwr.R
R/ksim.R
R/kdensity.R
R/gmmprobit.R
R/gmmlogit.R
R/geoshape.R
R/geogravity.R
R/geodistance.R
R/geodensity.R
R/fourier.R
R/dfldens.R
R/cubespline.R
R/cparprobit.R
R/cparmlogit.R
R/cparlwrgrid.R
R/cparlwr.R
R/cparlogit.R
R/condens.R
R/McSpatial-internal.R
NAMESPACE
DESCRIPTION
McSpatial documentation built on May 19, 2017, 10:46 p.m.