IrregularMoransI: Moran's I between two groups (irregular data shape)

In spots: Spatial Component Analysis

Moran's I between two groups (irregular data shape)

Description

Calculate Moran's I between two groups with irregular data shape.

Usage

IrregularMoransI(
  X,
  W,
  group1,
  group2,
  OLS = FALSE,
  normalize = TRUE,
  alternative = c("two.sided", "less", "greater"),
  p.adjust.method = "BH"
)

Arguments

X	A matrix with observations as rows and features as columns.
W	A weight matrix across all observations, i.e inverse of a pairwise distance matrix.
group1	The indices or names for the first group of observations.
group2	The indices or names for the second group of observations.
OLS	Whether to use OLSMoransI, default is FALSE and BivariateMoransI is used.
normalize	Whether to normalize the weight matrix such that each row adds up to one. Default is TRUE.
alternative	Alternative hypothesis used, default is two.sided.
p.adjust.method	Method used for multiple comparisons correction, default is BH. See p.adjust.

Value

A list containing the output from BivariateMoransI or OLSMoransI.

Examples

{
data.use <- quakes[1:100,]
W <- 1/as.matrix(dist(data.use[,1:2]))
diag(W) <- 0
res <- IrregularMoransI(data.use[,3:4], W, 1:10, 21:30)
}

spots documentation built on May 3, 2022, 5:06 p.m.