Package: diseasemapping 2.0.6

diseasemapping: Modelling Spatial Variation in Disease Risk for Areal Data

Formatting of population and case data, calculation of Standardized Incidence Ratios, and fitting the BYM model using 'INLA'. For details see Brown (2015) <doi:10.18637/jss.v063.i12>.

Authors:Patrick Brown [aut, cre, cph], Lutong Zhou [aut]

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diseasemapping.pdf |diseasemapping.html
diseasemapping/json (API)

# Install 'diseasemapping' in R:
install.packages('diseasemapping', repos = c('https://eborgnine.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • casedata - Data set contains the number of cases information
  • kentucky - Larynx cancer cases and population in Kentucky
  • kentuckyTract - Larynx cancer cases and population in Kentucky
  • larynx - Larynx cancer cases and population in Kentucky
  • larynxRates - Larynx cancer cases and population in Kentucky
  • popdata - Ontario 2006 population by census subdivision
  • referencepop - Standard Canadian population data set from year 1991.

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.76 score 29 scripts 568 downloads 1 mentions 10 exports 2 dependencies

Last updated 10 months agofrom:816259188c. Checks:OK: 5 ERROR: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 07 2024
R-4.5-winOKNov 07 2024
R-4.5-linuxOKNov 07 2024
R-4.4-winOKNov 07 2024
R-4.4-macOKNov 07 2024
R-4.3-winNOTENov 07 2024
R-4.3-macERRORNov 07 2024

Exports:bymcancerRatesformatCasesformatPopulationgetBreaksgetRatesgetSMRgetStdRateinla.modelsnbToInlaGraph

Dependencies:Rcppterra

BYM models

Rendered frombymPc.Rnwusingknitr::knitron Nov 07 2024.

Last update: 2024-02-09
Started: 2023-12-05

Readme and manuals

Help Manual

Help pageTopics
Disease Mappingdiseasemapping-package diseasemapping
Fit the BYM modelbym bym,formula,ANY,ANY,missing-method bym,formula,ANY,missing,missing-method bym,formula,data.frame,matrix,character-method bym,formula,SpatVector,matrix,character-method bym,formula,SpatVector,missing,character-method bym,formula,SpatVector,NULL,character-method bym-methods
Download cancer incidence rates from the International Agency for Research on Cancer (IARC)cancerRates
Data set contains the number of cases informationcasedata
Format the disease case data setformatCases
Format a population data setformatPopulation formatPopulation,data.frame-method formatPopulation,list-method formatPopulation,SpatVector-method formatPopulation-methods
Age BreaksgetBreaks
Calculate the estimated coefficients of age and sex group from the glm modelgetRates
Calculate the standardized mortality/morbidity ratiosgetSMR getSMR,data.frame,ANY,data.frame,character,character-method getSMR,data.frame,ANY,data.frame,character,missing-method getSMR,data.frame,ANY,data.frame,missing,missing-method getSMR,data.frame,ANY,missing,character,missing-method getSMR,data.frame,ANY,missing,missing,missing-method getSMR,list,ANY,ANY,ANY,ANY-method getSMR,SpatVector,ANY,ANY,ANY,ANY-method getSMR-methods
Calculate the standardized rategetStdRate
Valid models in INLAinla.models
Larynx cancer cases and population in Kentuckykentucky kentuckyTract larynx larynxRates
Write a graph file for INLAnbToInlaGraph
Ontario 2006 population by census subdivisionpopdata
Standard Canadian population data set from year 1991.referencepop