Stan 用户指南
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This is the official user’s guide for Stan. It provides example models and programming techniques for coding statistical models in Stan.
本书是 Stan 的官方用户指南，它通过一系列的示例模型和编程技巧来介绍如何在 Stan 中对统计模型进行编程。
Part 1 gives Stan code and discussions for several important classes of models.
第一部分给出了一些重要模型的 Stan 代码及相关的讨论。
Part 2 discusses various general Stan programming techniques that are not tied to any particular model.
第二部分讨论了各种通用的 Stan 编程技巧，它们并不只针对特定的模型。
Part 3 introduces algorithms for calibration and model checking that require multiple runs of Stan.
第三部分介绍了模型校准和检查的各种方法，这些方法往往需要对 Stan 程序进行多次运行。
The appendices provide an introduction to the stanc3 compiler used in the various interfaces to Stan, a style guide, and advice for users of BUGS and JAGS.
附录介绍了用在各个 Stan 接口中的 stanc3 编译器，一份编程风格指南，以及对 BUGS 和 JAGS 用户的建议。
We recommend working through this guide using the textbooks Bayesian Data Analysis and Statistical Rethinking: A Bayesian Course with Examples in R and Stan as references on the concepts, and using the Stan Reference Manual when necessary to clarify programming issues.
我们建议在阅读本指南的过程中，同时参考 Bayesian Data Analysis 和 Statistical Rethinking: A Bayesian Course with Examples in R and Stan 这两本教科书来对相关概念进行学习，并在必要时使用 Stan 参考手册来解决编程相关的问题。
Download the pdf version of this manual.
Copyright and trademark
版权和商标
Copyright 2011–2024, Stan Development Team and their assignees.
The Stan name and logo are registered trademarks of NumFOCUS.
Copyright 2011–2024, Stan 开发团队及其受托人。
Stan 的名称和标识是 NumFOCUS 的注册商标。
Licensing
协议
Text content: CC-BY ND 4.0 license
Computer code: BSD 3-clause license
文本： CC-BY ND 4.0 协议
代码： BSD 3-clause 协议
标识： Stan 标识使用指南