McSpatial: Nonparametric spatial data analysis

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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

Author
Daniel McMillen
Date of publication
2013-05-26 11:08:53
Maintainer
Daniel McMillen <mcmillen@illinois.edu>
License
GPL
Version
2.0

View on CRAN

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

Files in this package

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