Hypothesis testClassical statistics
贝叶斯描述性统计
贝叶斯描述性统计通过贝叶斯定理将观测信息与先验知识相结合来总结数据，从而得到关于均值和方差等参数的后验分布。结果以后验均值、中位数和具有直接概率解释的可信区间表示，而非点估计和p值。
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来源
- Gelman, A., Carlin, J. B., Stern, H. S., Dunson, D. B., Vehtari, A., & Rubin, D. B. (2013). Bayesian Data Analysis (3rd ed.). CRC Press. ISBN: 978-1439840955
- Kruschke, J. K. (2014). Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan (2nd ed.). Academic Press. ISBN: 978-0124058880
如何引用本页
ScholarGate. (2026, June 3). Bayesian Descriptive Statistics. ScholarGate. https://scholargate.app/zh/statistics/bayesian-descriptive-statistics
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