非参数统计
离群值
统计
描述性统计
计算机科学
统计假设检验
参数统计
贝叶斯概率
置信区间
贝叶斯统计
统计分析
航程(航空)
降维
数据挖掘
机器学习
人工智能
贝叶斯推理
数学
工程类
航空航天工程
作者
Colin G. Rousseaux,Keith R. Shockley,Shayne C. Gad
出处
期刊:Elsevier eBooks
[Elsevier]
日期:2022-01-01
卷期号:: 545-649
被引量:1
标识
DOI:10.1016/b978-0-12-821044-4.00002-9
摘要
Toxicologic pathologists employ animal models to help understand and predict responses in humans, focusing on toxic and pharmacologic effects in particular. Application of statistics to data sets from toxicologic pathology studies involves hypothesis testing, model fitting, and reduction of dimensionality. This chapter reviews statistical approaches to processing and analyzing data (i.e., descriptive statistics, confidence intervals, parametric and nonparametric methods, multiple range tests, handling of outliers), specific applications (e.g., Bayesian statistics), and other experimental design and statistical methods.
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