georgia

The Georgia census data set from Fotheringham et al. (2002) in dataframe format.

datasets

Fits a geographically weighted regression model with different scales
for each covariate. Uses the negative binomial distribution as default,
but also accepts the normal, Poisson, or logistic distributions.
Can fit the global versions of each regression and also the geographically
weighted alternatives with only one scale, since they are all particular
cases of the multiscale approach.
Hanchen Yu (2024). "Exploring Multiscale Geographically Weighted Negative Binomial Regression", Annals of the American Association of Geographers <doi:10.1080/24694452.2023.2289986>.
Fotheringham AS, Yang W, Kang W (2017). "Multiscale Geographically Weighted Regression (MGWR)", Annals of the American Association of Geographers <doi:10.1080/24694452.2017.1352480>.
Da Silva AR, Rodrigues TCV (2014). "Geographically Weighted Negative Binomial Regression - incorporating overdispersion", Statistics and Computing <doi:10.1007/s11222-013-9401-9>.

Juliana Rosa

mgwnbr

Multiscale Geographically Weighted Negative Binomial Regression

Jéssica Vasconcelos

Alan da Silva

georgia function

A data frame with with 159 observations on the following 13 variables:<ul>
<li><code>AreaKey</code> - an identification number for each county</li>
<li><code>Latitude</code> - the latitude of the county centroid</li>
<li><code>Longitud</code> - the longitude of the county centroid</li>
<li><code>TotPop90</code> - population of the county in 1990</li>
<li><code>PctRural</code> - percentage of the county population defined as rural</li>
<li><code>PctBach</code> - percentage of the county population with a bachelors degree</li>
<li><code>PctEld</code> - percentage of the county population aged 65 or over</li>
<li><code>PctFB</code> - percentage of the county population born outside the US</li>
<li><code>PctPov</code> - percentage of the county population living below the poverty line</li>
<li><code>PctBlack</code> - percentage of the county population who are black</li>
<li><code>ID</code> - a numeric vector of IDs</li>
<li><code>X</code> - a numeric vector of x coordinates</li>
<li><code>Y</code> - a numeric vector of y coordinates</li>
</ul>

georgia: Georgia dataset

Description

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