Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually...
Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds your knowledge of and confidence in making inferences from data. Reflecting the need for scripting in today's model-based statistics, the book pushes you to perform step-by-step calculations that are usually automated. ...
Statistical Rethinking 2025 pdf epub mobi 电子书 图书描述 Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes ...
In this book review, I offer a chapter-by-chapter recension and general comments about Richard McElreath's second edition of Statistical Rethinking: A Bayesian Course with Examples in R and STAN. Two examples of linear regression modeling and the generalized linear model with the book's own R...
How to use this book Installing the rethinking R package Acknowledgments Chapter 1. The Golem of Prague Statistical golems Statistical rethinking Tools for golem engineering Summary Chapter 2. Small Worlds and Large Worlds The garden of forking data Building a model Components of the model Making th...
This R package accompanies a course and book on Bayesian data analysis: McElreath 2020. Statistical Rethinking, 2nd edition, CRC Press. If you are using it with the first edition of the book, please see the notes at the bottom of this file. ...
rmcelreath/rethinking rethinking This R package accompanies a course and book on Bayesian data analysis: McElreath 2020. Statistical Rethinking, 2nd edition, CRC Press. If you are using it with the first edition of the book, please see the notes at the bottom of this file....
The conceptual framework for this book grew out of his MBA elective courses in this area. Daniela Witten is an associate professor of statistics and biostatistics at the University of Washington. Her research focuses largely on statistical machine learning in the high-dimensional setting, with an ...
实验内容-statistical rethinking a bayesian course with examples in r and stan2In**倾城 上传5.6MB 文件格式 pdf 计算机控制 MATLAB 自动控制 一、实验目的 (1) 掌握 PID 控制规律及控制器实现。 (2) 对给定系统合理地设计 PID 控制器。 (3) 掌握对给定控制系统进行 PID 控制器参数在线实验工程整定的方法...
身体状态不佳,拖到三月才终于精读完了Rethinking的后半部(Chapter 10 - 17)。后半部从最大熵原理出发,构建广义线性模型(Generalized Linear Model, GLM)。接着,12章节为解决GLM的统计推断问题,比如over-dispersion, zero-inflated outcome,引入混合模型(mixture model)的概念。一个相关的,统计学史上的经典案例是伯...