Estimating Conditional Auto-Regressive (CAR) Models using Monte
Carlo Likelihood Methods
c(person("Zhe", "Sha", role = c("aut", "cre"), email =
"zhesha1006@gmail.com"))
The likelihood of direct CAR models and Binomial and Poisson GLM with latent CAR variables are approximated by the Monte Carlo likelihood. The Maximum Monte Carlo likelihood estimator is found either by an iterative procedure of directly maximising the Monte Carlo approximation or by a response surface design method.
spam, rsm, fields, maxLik, nleqslv, spdep

The likelihood of direct CAR models and Binomial and Poisson GLM with latent CAR variables are approximated by the Monte Carlo likelihood. The Maximum Monte Carlo likelihood estimator is found either by an iterative procedure of directly maximising the Monte Carlo approximation or by a response surface design method.Reference for the method can be found in the DPhil thesis in Z. Sha (2016). For application a good reference is R.Bivand et.al (2017) <doi:10.1016/j.spasta.2017.01.002>.

Estimating Conditional Auto-Regression (CAR) Models using Monte
Carlo Likelihood Methods

spam, rsm, fields, maxLik, nleqslv, spdep, spatialreg

Minjeong Jeon <mjj@berkeley.edu>, Cari Kaufman
<cgk@berkeley.edu>, and Sophia Rabe-Hesketh
<sophiarh@berkeley.edu>
Maximum likelihood estimation using a Monte Carlo local
likelihood (MCLL) method

Minjeong Jeon, Cari Kaufman, and Sophia Rabe-Hesketh
Maximum likelihood estimation using a Monte Carlo local likelihood (MCLL) method

c(
person("Dirk", "Speelman",
email = "dirk.speelman@kuleuven.be",
role = c("aut")),
person("Mariana", "Montes",
email = "mariana.montes@kuleuven.be",
role = c("aut", "cre"))
)
Read, inspect and process corpus files for quantitative corpus linguistics.
Obtain concordances via regular expressions, tokenize texts,
and compute frequencies and association measures. Useful for collocation analysis,
keywords analysis and variationist studies (comparison of linguistic variants
and of linguistic varieties).
crayon, dplyr, Rcpp, readr, stringi, stringr, tm, xml2, yaml
MASS, tidyr, purrr, testthat (>= 3.0.0), covr
Dirk Speelman [aut],
Mariana Montes [aut, cre]