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 |

**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

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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