infer.mat.omega: infer.mat.omega

In guillaumeevin/GWEX: Multi-Site Stochastic Models for Daily Precipitation and Temperature

infer.mat.omega

Description

find omega correlation leading to estimates cor between occurrences

Usage

infer.mat.omega(P.mat, isPeriod, th, nLag, pr.state, nChainFit, isParallel)

Arguments

P.mat	matrix of precipitation n x p
isPeriod	vector of logical n x 1 indicating the days concerned by a 3-month period
th	threshold above which we consider that a day is wet (e.g. 0.2 mm)
nLag	order of the Markov chain
pr.state	output of function lagTransProbaMatrix
nChainFit	length of the simulated chains used during the fitting
isParallel	logical: indicate computation in parallel or not (easier for debugging)

Value

A list with different objects

• Qtrans.mat: matrix nStation x n.comb of transition probabilites

• mat.comb: matrix of possible combination n.comb x nLag

• mat.omega: The spatial correlation matrix of occurrences \Omega (see Evin et al., 2018).

Author(s)

Guillaume Evin

guillaumeevin/GWEX documentation built on Feb. 9, 2024, 3:22 a.m.