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Field Guide to Continuous Probability Distributions by Gavin E. Crooks
and beta-Tracy-Widom distributions. Kudos: Aaron Dinner for pointing out the omission.
Unless I missed it, I don't think your guide has the Generalized Lambda Distribution (GLD). For examples: https://arxiv.org/pdf/1907.06336.pdf This four-parameter distribution is also pretty flexible.
Review the distributions implemented (or planned to be implemented) in Distributions.jl (https://github.com/JuliaStats/Distributions.jl), and look for distributions missing from the field guide. See issue #1 https://github.com/JuliaStats/Distributions.jl/issues/124 https://github.com/taqtiqa-mark/Distributions.jl/blob/563ea34b42e94277baa918ccc9610a3d5b6b838d/docs/src/univariate-list.md
Unless I missed it, I don't think your guide has the Skewed Generalized T Distribution, a 5-parameter distribution that nests: skewed generalized error distribution, the generalized t distribution, skewed t,...