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# 统计代写|贝叶斯统计代写Bayesian Statistics代考|ST540602 THE PURPOSE OF THIS BOOK

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## 统计代写|贝叶斯统计代写Bayesian Statistics代考|THE PURPOSE OF THIS BOOK

This book aims to be a friendlier introduction to Bayesian analysis than other texts available out there. Whenever we introduce new concepts, we keep the mathematics to a minimum and focus instead on the intuition behind the theory. However, we do not sacrifice content for the sake of simplicity and aim to cover everything from the basics up to the advanced topics required for applied research. Overall, this book seeks to plug a gap in the existing literature (see Figure 1.1).
To help readers along the way, we have developed a number of interactive elements which are accessible through the book’s website, as well as example code for readers to peruse and, if they so desire, to run themselves. We also supplement key ideas with videos, which approach topics from different angles, and examples.

At the end of each chapter, there are problem sets, which allow the student to build up practical experience of Bayesian analysis. Whenever appropriate these problem sets will also be supplemented with video material.

## 统计代写|贝叶斯统计代写Bayesian Statistics代考|WHO IS THIS BOOK FOR?

This book is for anyone who has ever tried and failed at statistics, particularly Bayesian statistics. The text is aimed at anyone who has completed high school mathematics and wants to conduct Bayesian inference on real-world data. We assume no previous knowledge of probability (which is central to Bayesian analysis) and devote the entirety of Chapter 3 to this topic. We do not require that the student be versed in Frequentist statistics, as we aim to build an alternative and complementary path to a shared goal. After Chapter 2 we refrain from frequent comparisons between these two approaches.

While we start at the beginning of statistical inference, we hope to provide a guide of practical use for the types of analysis encountered in real life.

## MATLAB代写

MATLAB 是一种用于技术计算的高性能语言。它将计算、可视化和编程集成在一个易于使用的环境中，其中问题和解决方案以熟悉的数学符号表示。典型用途包括：数学和计算算法开发建模、仿真和原型制作数据分析、探索和可视化科学和工程图形应用程序开发，包括图形用户界面构建MATLAB 是一个交互式系统，其基本数据元素是一个不需要维度的数组。这使您可以解决许多技术计算问题，尤其是那些具有矩阵和向量公式的问题，而只需用 C 或 Fortran 等标量非交互式语言编写程序所需的时间的一小部分。MATLAB 名称代表矩阵实验室。MATLAB 最初的编写目的是提供对由 LINPACK 和 EISPACK 项目开发的矩阵软件的轻松访问，这两个项目共同代表了矩阵计算软件的最新技术。MATLAB 经过多年的发展，得到了许多用户的投入。在大学环境中，它是数学、工程和科学入门和高级课程的标准教学工具。在工业领域，MATLAB 是高效研究、开发和分析的首选工具。MATLAB 具有一系列称为工具箱的特定于应用程序的解决方案。对于大多数 MATLAB 用户来说非常重要，工具箱允许您学习应用专业技术。工具箱是 MATLAB 函数（M 文件）的综合集合，可扩展 MATLAB 环境以解决特定类别的问题。可用工具箱的领域包括信号处理、控制系统、神经网络、模糊逻辑、小波、仿真等。