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mkdocs.yml
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site_name: 概率论与数理统计
site_url: https://eanyang7.github.io/Probability-and-Statistics
site_description: "《概率论与数理统计》陈希孺，中国科学技术大学出版社"
repo_url: https://github.com/EanYang7/Probability-and-Statistics
repo_name: EanYang7/Probability-and-Statistics
theme:
language: zh
name: material
custom_dir: overrides
logo: cover.jpg
favicon: cover.jpg
features:
- navigation.instant
- navigation.top
- navigation.tracking
- navigation.tabs
- navigation.tabs.sticky
- navigation.sections
- navigation.path
- toc.follow
- content.action.edit
- content.action.view
palette:
# Palette toggle for light mode
- media: "(prefers-color-scheme: light)"
scheme: default
toggle:
icon: material/weather-sunny
name: 切换为暗黑模式
# Palette toggle for dark mode
- media: "(prefers-color-scheme: dark)"
scheme: slate
toggle:
icon: material/weather-night
name: 切换为浅色模式
# 设置右上角图标
icon:
repo: fontawesome/brands/github
edit: material/pencil
view: material/eye
markdown_extensions:
- toc:
permalink: ⚓︎
- pymdownx.tasklist:
custom_checkbox: true
- pymdownx.arithmatex:
generic: true
- admonition
- pymdownx.highlight
- pymdownx.superfences
- pymdownx.details
extra_javascript:
- javascripts/mathjax.js
- https://polyfill.io/v3/polyfill.min.js?features=es6
- https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js
plugins:
- mkdocs-jupyter:
include_source: True
- git-revision-date-localized:
enable_creation_date: true
- search
- tags:
tags_file: tags.md
edit_uri: "tree/main/docs/"
nav:
- 首页:
- 'index.md'
- 课程:
- 章节:
- 第1章 事件的概率:
- 1.1 概率是什么: 'courses/1-Probability-of-events/1-What-is-the-probability.md'
- 1.2 古典概率计算: 'courses/1-Probability-of-events/2-Classical-Probability-Calculation.md'
- 1.3 事件的运算、条件概率与独立性: 'courses/1-Probability-of-events/3-Operation-Conditional-probability-and-independence-of-events.md'
- 习题: 'courses/1-Probability-of-events/exercises.md'
- 答案: 'courses/1-Probability-of-events/answers.md'
- 第2章 随机变量及概率分布:
- 2.1 一维随机变量: 'courses/2-Random-Variables-and-Probability-Distribution/1-One-dimensional-random-variable.md'
- 2.2 多维随机变量（随机向量）: 'courses/2-Random-Variables-and-Probability-Distribution/2-Multidimensional-random-variables-random-vectors.md'
- 2.3 条件概率分布与随机变量的独立性: 'courses/2-Random-Variables-and-Probability-Distribution/3-Independence-of-Conditional-probability-distribution-and-random-variable.md'
- 2.4 随机变量的函数的概率分布: 'courses/2-Random-Variables-and-Probability-Distribution/4-Probability-Distribution-of-Functions-of-Random-Variables.md'
- 附录: 'courses/2-Random-Variables-and-Probability-Distribution/appendix.md'
- 习题: 'courses/2-Random-Variables-and-Probability-Distribution/exercises.md'
- 答案: 'courses/2-Random-Variables-and-Probability-Distribution/answers.md'
- 第3章 随机变量的数字特征:
- 3.1 数学期望（均值）与中位数: 'courses/3-Numerical-Characteristics-of-Random-Variables/1-Mathematica-Expectations-Mean-and-Median.md'
- 3.2 方差与矩: 'courses/3-Numerical-Characteristics-of-Random-Variables/2-Variance-and-Moment.md'
- 3.3 协方差与相关系数: 'courses/3-Numerical-Characteristics-of-Random-Variables/3-Covariance-and-correlation-coefficient.md'
- 3.4 大数定理和中心极限定理: 'courses/3-Numerical-Characteristics-of-Random-Variables/4-Theorem-of-Large-Numbers.md'
- 习题: 'courses/3-Numerical-Characteristics-of-Random-Variables/exercises.md'
- 答案: 'courses/3-Numerical-Characteristics-of-Random-Variables/answers.md'
- 第4章 参数估计:
- 4.1 数理统计学的基本概念: 'courses/4-Parameter-Estimates/1-Basic-concepts-of-Mathematical-statistics.md'
- 4.2 矩估计、极大似然估计和贝叶斯估计: 'courses/4-Parameter-Estimates/2-Moment-estimation-maximum-likelihood-estimation-and-Bayesian-estimation.md'
- 4.3 点估计的优良性准则: 'courses/4-Parameter-Estimates/3-Excellence-criterion-of-Point-estimation.md'
- 4.4 区间估计: 'courses/4-Parameter-Estimates/4-Interval-estimation.md'
- 习题: 'courses/4-Parameter-Estimates/exercises.md'
- 答案: 'courses/4-Parameter-Estimates/answers.md'
- 第5章 假设检验:
- 5.1 问题提法和基本概念: 'courses/5-Hypothesis-Testing/1-Problem-formulation-and-basic-concepts.md'
- 5.2 重要参数检验: 'courses/5-Hypothesis-Testing/2-Important-parameter-inspection.md'
- 5.3 拟合优度检验: 'courses/5-Hypothesis-Testing/3-goodness-of-fit-test.md'
- 附录: 'courses/5-Hypothesis-Testing/appendix.md'
- 习题: 'courses/5-Hypothesis-Testing/exercises.md'
- 答案: 'courses/5-Hypothesis-Testing/answers.md'
- 第6章 回归、相关与方差分析:
- 6.1 回归分析基本概念: 'courses/6-Regression-Correlation-and-Analysis-of-Variance/1-Basic-concepts-of-regression-analysis.md'
- 6.2 一元线性回归: 'courses/6-Regression-Correlation-and-Analysis-of-Variance/2-Univariate-linear-regression.md'
- 6.3 多元线性回归: 'courses/6-Regression-Correlation-and-Analysis-of-Variance/3-Multiple-linear-regression.md'
- 6.4 相关分析: 'courses/6-Regression-Correlation-and-Analysis-of-Variance/4-Correlation-analysis.md'
- 6.5 方差分析: 'courses/6-Regression-Correlation-and-Analysis-of-Variance/5-Analysis-of-variance.md'
- 附录: 'courses/6-Regression-Correlation-and-Analysis-of-Variance/appendix.md'
- 习题: 'courses/6-Regression-Correlation-and-Analysis-of-Variance/exercises.md'
- 答案: 'courses/6-Regression-Correlation-and-Analysis-of-Variance/answers.md'
- 附表: 'courses/appendix.md'
- PDF: '《概率论与数理统计》陈希孺，中国科学技术大学出版社.pdf'
extra:
social:
- icon: fontawesome/brands/github
link: https://github.com/EanYang7/cs231n
# generator: false
analytics:
provider: google
property: G-GEDRLMN4ML
feedback:
title: 对当前页面有任何疑问吗？
ratings:
- icon: material/thumb-up-outline
name: This page was helpful
data: 1
note: >-
感谢您的反馈！
- icon: material/thumb-down-outline
name: This page could be improved
data: 0
note: >-
感谢您的反馈！请点击这里<a href="https://github.com/EanYang7/Probability-and-Statistics/issues" target="_blank" rel="noopener">这里</a>提供问题反馈.
extra_css:
- stylesheets/extra.css