ghislainv/jSDM: jSDM CRAN release v0.2.0: Joint Species Distribution Models Latest

jSDM v0.2.0 for Joint Species Distribution Models Changes New function jSDM_binomial_probit_sp_constrained which aims to improve the convergence of latent variable models fitting by selecting the species constrained to have positive values of factor loadings and new vignette Bernoulli probit regression with selected constrained species to illustrate its use. New vignettes Bernoulli probit regression including species traits and Estimation of Madagascar's plant biodiversity available. Add the possibility to consider only significant correlations in the get_residual_cor and plot_residual_cor functions. Add the possibility of considering an additional hierarchical level in the Bayesian models of the jSDM_binomial_probit, jSDM_binomial_logit and jSDM_poisson_log functions to take into account interactions between species-specific traits and the environment in estimating species effects. Separate the drawing of species effects beta and factor loading lambda in the functions jSDM_binomial_probit_block and jSDM_binomial_probit_block_long_format renamed jSDM_binomial_probit and jSDM_binomial_probit_long_format. Install this release From CRAN or using the devtools::install_github() function in R: devtools::install_github(repo="ghislainv/jSDM", ref="v0.2.0")