Package: drmTMB Title: Distributional Regression Models Using Template Model Builder Version: 0.7.0 Authors@R: c( person("Shinichi", "Nakagawa", email = "itchyshin@gmail.com", role = c("aut", "cre", "cph"), comment = c(ORCID = "0000-0002-7765-5182")) ) Description: Fast distributional regression models for univariate and bivariate responses using Template Model Builder. The current implementation focuses on Gaussian, Student-t, and skew-normal location-scale models, known sampling covariance, phylogenetic location effects, random-effect scale models, bivariate residual correlation, positive-continuous, 'Tweedie' semi-continuous, strict-proportion, zero-one bounded, and denominator-aware proportion families, fixed-effect Bernoulli/binomial event-probability models, and fixed-effect Poisson, negative-binomial, zero-inflated, zero-truncated, hurdle count, and ordinal cumulative-logit models. Additional response-family models are staged for later phases. Every fitted family also exposes a distributional-output and adequacy layer: randomized quantile-residual worm and QQ plots that detect fixed-effect shape and atom misspecification, and conditional-quantile, exceedance, and centile outputs with plug-in (uncalibrated) intervals. License: GPL (>= 3) URL: https://itchyshin.github.io/drmTMB/, https://github.com/itchyshin/drmTMB BugReports: https://github.com/itchyshin/drmTMB/issues Encoding: UTF-8 Language: en-GB Depends: R (>= 4.1.0) Imports: cli, lifecycle, Matrix (>= 1.6.0), methods, stats, TMB (>= 1.9.6), utils LinkingTo: RcppEigen, TMB Suggests: ape, callr, detectseparation (>= 0.4.0), emmeans, extraDistr, fmesher, glmmTMB, ggplot2, JuliaCall, knitr, lme4, MASS, metadat, metafor, mvtnorm, nlme, numDeriv, ordinal, palmerpenguins, pkgload, rmarkdown, sf, spelling, statmod, testthat (>= 3.0.0), tweedie, withr Config/testthat/edition: 3 VignetteBuilder: knitr Config/roxygen2/version: 8.0.0 RoxygenNote: 7.3.2 NeedsCompilation: yes Packaged: 2026-09-15 14:05:04 UTC; root Author: Shinichi Nakagawa [aut, cre, cph] (ORCID: ) Maintainer: Shinichi Nakagawa Repository: https://cran.r-universe.dev Date/Publication: 2026-09-15 11:00:29 UTC RemoteUrl: https://github.com/cran/drmTMB RemoteRef: HEAD RemoteSha: 4996a6f768b8869a2ba817b57a3b4f0790b161aa