This is the source repo for the following open-access book.
- Bob Carpenter and Brian Ward. 2022 Draft. Probability and Statistics: a simulation-based approach. Publisher TBD.
The code is released under the BSD-3 license and the text under the CC BY-ND 4.0 license.
From the shell in the directory containing this repo.
> cd prob-stats
> quarto preview quarto-book/
The following tools are required.
The following Python packages are also required.
- cmdstanpy: interface to Stan
- numpy: matrices, arrays, and special functions
- pandas: data frames
- plotnine: plotting
This current draft supersedes the original draft, which includes a pre-built pdf.