Noteworthy changes include:

• substantial expansions to sections 10.3.1 (multinomial regression) and 11.3.2 (negative binomial regression),
• the addition of a new section in Chapter 15 (15.9) encouraging others to code in public,
• refitting all models with the current official version of brms, version 2.12.0,
• discussions (8.3.2) on the new Bulk_ESS and Tail_ESS summaries of HMC effective sample size (Vehtari et al., 2019),
• saving all fits as external files in the new GitHub fits folder, primarily with the file argument,
• extensive use of the patchwork package for combining ggplots,
• improving/updating some of the tidyverse code (e.g., using tidyr::crossing()),
• updates to the brms::custom_family()-related code in 11.3.1 to match brms 2.11.0 updates,
• replacing the depreciated brms::marginal_effects() with brms::conditional_effects() (see issue #735),
• replacing the depreciated brms::stanplot() with brms::mcmc_plot(),
• increased the plot resolution with fig.retina = 2.5,
• refreshed hyperlinks