Description Usage Arguments Value Examples
Creates the upper triangular Cholesky decomposition of the precision matrix
of an AR(1) process with parameters rho and sigma, observed at
the time points in the vector times. The process is assumed to be in
stationarity and to have Gaussian errors.
1 | ar1_prec_chol_irregular(times, rho, sigma)
|
times |
An vector of positive integers, preferably ordered. |
rho |
A real number strictly less than 1 in absolute value. |
sigma |
A positive real number. |
A sparse square matrix with length(times) rows.
1 2 3 4 5 | library(Matrix)
times <- c(1, 4:5, 7)
rho <- 0.5
sigma <- 1
ar1_prec_chol_irregular(times, rho, sigma)
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