Code Monkey home page Code Monkey logo

spdep's Introduction

spdep

Actions Status CRAN

Spatial Dependence: Weighting Schemes and Statistics

A collection of functions to create spatial weights matrix objects from polygon contiguities, from point patterns by distance and tessellations, for summarizing these objects, and for permitting their use in spatial data analysis, including regional aggregation by minimum spanning tree; a collection of tests for spatial autocorrelation, including global Morans I and Gearys C proposed by Cliff and Ord (1973, ISBN: 0850860369) and (1981, ISBN: 0850860814), Hubert/Mantel general cross product statistic, Empirical Bayes estimates and Assunção/Reis (1999) (https://doi.org/10.1002/(SICI)1097-0258(19990830)18:16%3C2147%3A%3AAID-SIM179%3E3.0.CO%3B2-I) Index, Getis/Ord G (Getis and Ord 1992) (https://doi.org/10.1111/j.1538-4632.1992.tb00261.x) and multicoloured join count statistics, APLE (Li et al. ) (https://doi.org/10.1111/j.1538-4632.2007.00708.x), local Morans I (Anselin 1995) (https://doi.org/10.1111/j.1538-4632.1995.tb00338.x) and Getis/Ord G (Ord and Getis 1995) (https://doi.org/10.1111/j.1538-4632.1995.tb00912.x), saddlepoint approximations (Tiefelsdorf 2002) (https://doi.org/10.1111/j.1538-4632.2002.tb01084.x) and exact tests for global and local Morans I (Bivand et al. 2009) (https://doi.org/10.1016/j.csda.2008.07.021) and LOSH local indicators of spatial heteroscedasticity (Ord and Getis) (https://doi.org/10.1007/s00168-011-0492-y). The implementation of most of the measures is described in Bivand and Wong (2018) (https://doi.org/10.1007/s11749-018-0599-x). Extra measures contributed by Josiah Parry.

sfdep (https://cran.r-project.org/package=sfdep) provides a piped interface to spdep.

From spdep and spatialreg versions >= 1.2-1, the model fitting functions previously present in this package are defunct in spdep and may be found in spatialreg.

Default branch now main

Moved from R-Forge

spdep's People

Contributors

angela-li avatar bastistician avatar edzer avatar eliaskrainski avatar guiblanchet avatar josiahparry avatar rsbivand avatar rwesterh avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.