GWLelast.est: GWLelast.est

In GWLelast: Geographically Weighted Logistic Elastic Net Regression

Description

Fitting geographically weighted logistic elastic net regression

Usage

GWLelast.est(x, y, coords, D = NULL, alpha = 1, lambda = NULL,
  nlambda = NULL, gweight = c("gwr.Gauss", "gwr.bisquare"),
  longlat = TRUE, bw = bw)

Arguments

x	Covariates.
y	Outcome binary variable.
coords	2 columns matrix including "longitude" and "latitude".
D	Distance matrix.
alpha	The elasticnet mixing parameter [0,1] in glmnet package.
lambda	Optional user-supplied lambda sequence in glmnet package.
nlambda	The number of lambda values in glmnet package.
gweight	geographical kernel function in spgwr package.
longlat	Indicate if the coords parameter are sperically calculated.
bw	bandwidth of geographical kernel function.

Value

model: Fitted model at location i.

error: Cross validation error.

GWLelast documentation built on May 2, 2019, 8:28 a.m.