Package: ndi 0.1.6.9014

Ian D. Buller

ndi: Neighborhood Deprivation Indices

Computes various geospatial indices of socioeconomic deprivation and disparity in the United States. Some indices are considered "spatial" because they consider the values of neighboring (i.e., adjacent) census geographies in their computation, while other indices are "aspatial" because they only consider the value within each census geography. Two types of aspatial neighborhood deprivation indices (NDI) are available: including: (1) based on Messer et al. (2006) <doi:10.1007/s11524-006-9094-x> and (2) based on Andrews et al. (2020) <doi:10.1080/17445647.2020.1750066> and Slotman et al. (2022) <doi:10.1016/j.dib.2022.108002> who use variables chosen by Roux and Mair (2010) <doi:10.1111/j.1749-6632.2009.05333.x>. Both are a decomposition of multiple demographic characteristics from the U.S. Census Bureau American Community Survey 5-year estimates (ACS-5; 2006-2010 onward). Using data from the ACS-5 (2005-2009 onward), the package can also compute indices of racial or ethnic residential segregation, including but limited to those discussed in Massey & Denton (1988) <doi:10.1093/sf/67.2.281>, and additional indices of socioeconomic disparity.

Authors:Ian D. Buller [aut, cre, cph], NCI [cph, fnd]

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NEWS

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

Peer review:

Bug tracker:https://github.com/idblr/ndi/issues

Datasets:
  • DCtracts2020 - Formatted U.S. Census American Community Survey 5-year estimate data for DC census tracts (2020) from the 'tidycensus' package

On CRAN:

censuscensus-apicensus-datadeprivationdeprivation-statsdisparitygeospatialgeospatial-datametric-developmentprincipal-component-analysissegregation-measuressocio-economic-indicators

6.28 score 21 stars 7 scripts 217 downloads 25 exports 97 dependencies

Last updated 3 months agofrom:f046b9615b. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 01 2024
R-4.5-winNOTENov 01 2024
R-4.5-linuxNOTENov 01 2024
R-4.4-winOKNov 01 2024
R-4.4-macOKNov 01 2024
R-4.3-winOKNov 01 2024
R-4.3-macOKNov 01 2024

Exports:anthopolosatkinsonbellbemanian_beyerbravodentondenton_cuzzortduncanduncan_cuzzortduncan_duncanginihooverjames_taeuberkriegerliebersonmasseymassey_duncanmessermorgan_dentonmorgan_masseypowell_wileysudanotheilwhitewhite_blau

Dependencies:abindaskpassbackportsbitbit64bootbroomcarcarDataclassclassIntclicliprcolorspacecowplotcpp11crayoncurlDBIDerivdoBydplyre1071fansifarverFormulagenericsggplot2glueGPArotationgtablehmshttrisobandjsonliteKernSmoothlabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkmimeminqamnormtmodelrmunsellnlmenloptrnnetnumDerivopensslpbkrtestpillarpkgconfigprettyunitsprogressproxypsychpurrrquantregR6rappdirsRColorBrewerRcppRcppEigenreadrrlangrvests2scalesselectrsfSparseMstringistringrsurvivalsystibbletidycensustidyrtidyselecttigristzdbunitsutf8uuidvctrsviridisLitevroomwithrwkxml2

Neighborhood Deprivation Indices

Rendered fromndi1.html.asisusingR.rsp::asison Nov 01 2024.

Last update: 2024-08-29
Started: 2024-08-29

Racial or Ethnic Residential Segregation Indices

Rendered fromndi2.html.asisusingR.rsp::asison Nov 01 2024.

Last update: 2024-08-29
Started: 2024-08-29

Additional indices of socioeconomic disparity

Rendered fromndi3.html.asisusingR.rsp::asison Nov 01 2024.

Last update: 2024-08-29
Started: 2024-08-29

Readme and manuals

Help Manual

Help pageTopics
Racial Isolation Index based on Anthopolos et al. (2011)anthopolos
Atkinson Index based on Atkinson (1970)atkinson
Interaction Index based on Shevky & Williams (1949) and Bell (1954)bell
Local Exposure and Isolation based on Bemanian & Beyer (2017)bemanian_beyer
Educational Isolation Index based on Bravo et al. (2021)bravo
Formatted U.S. Census American Community Survey 5-year estimate data for DC census tracts (2020) from the 'tidycensus' packageDCtracts2020
Relative Clustering based on Massey & Denton (1988)denton
Relative Concentration based on Massey & Denton (1988) and Duncan, Cuzzort, & Duncan (1961)denton_cuzzort
Dissimilarity Index based on Duncan & Duncan (1955)duncan
Absolute Centralization based on Duncan, Cuzzort, & Duncan (1961) and Massey & Denton (1988)duncan_cuzzort
Relative Centralization based on Duncan, Cuzzort, & Duncan (1961) and Massey & Denton (1988)duncan_duncan
Gini Index based on Gini (1921)gini
Delta based on Hoover (1941) and Duncan, Cuzzort, & Duncan (1961)hoover
Dissimilarity Index based on James & Taeuber (1985)james_taeuber
Index of Concentration at the Extremes based on Feldman et al. (2015) and Krieger et al. (2016)krieger
Isolation Index based on Lieberson (1981) and Bell (1954)lieberson
Absolute Clustering based on Massey & Denton (1988)massey
Absolute Concentration based on Massey & Denton (1988) and Duncan, Cuzzort, & Duncan (1961)massey_duncan
Neighborhood Deprivation Index based on Messer et al. (2006)messer
Distance-Decay Interaction Index based on Morgan (1983) and Massey & Denton (1988)morgan_denton
Distance-Decay Isolation Index based on Morgan (1983) and Massey & Denton (1988)morgan_massey
Neighborhood Deprivation Index based on Andrews et al. (2020) and Slotman et al. (2022)powell_wiley
Location Quotient based on Merton (1938) and Sudano et al. (2013)sudano
Entropy based on Theil (1972) and Theil & Finizza (1971)theil
Correlation Ratio based on Bell (1954) and White (1986)white
An index of spatial proximity based on White (1986) and Blau (1977)white_blau