infer.autocor.amount: infer.autocor.amount

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

infer.autocor.amount

Description

special case of infer.dep.amount where there is only one station

Usage

infer.autocor.amount(
  P.mat,
  pr.state,
  isPeriod,
  nLag,
  th,
  parMargin,
  typeMargin,
  nChainFit,
  isMAR,
  isParallel
)

Arguments

P.mat	precipitation matrix
pr.state	probabilities of transitions for a Markov chain with lag p.
isPeriod	vector of logical n x 1 indicating the days concerned by a 3-month period
nLag	order of he Markov chain for the transitions between dry and wet states (=2 by default)
th	threshold above which we consider that a day is wet (e.g. 0.2 mm)
parMargin	parameters of the margins 2 x 3
typeMargin	'EGPD' (Extended GPD) or 'mixExp' (Mixture of Exponentials). 'EGPD' by default
nChainFit	integer, length of the runs used during the fitting procedure. =100000 by default
isMAR	logical value, do we apply a Autoregressive Multivariate Autoregressive model (order 1) =TRUE by default
isParallel	logical: indicate computation in parallel or not (easier for debugging)

Value

list	list of estimates (e.g., M0, dfStudent)

Author(s)

Guillaume Evin

GWEX documentation built on Nov. 8, 2023, 5:06 p.m.