Nonparametric spatial data analysis

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Documentation for package ‘McSpatial’ version 2.0

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McSpatial-package Nonparametric spatial data analysis
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 selection
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 points.
gmmlogit GMM Spatial Logit
gmmprobit GMM Spatial Probit
kdensity K-density functions for distances between geographic coordinates
ksim Estimates K-density functions with local or global confidence intervals for counter-factual locations
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 data set
McSpatial 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 Estimates
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