McSpatial: Nonparametric spatial data analysis

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

AuthorDaniel McMillen
Date of publication2013-05-26 11:08:53
MaintainerDaniel McMillen <mcmillen@illinois.edu>
LicenseGPL
Version2.0

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

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