#statistics

62. Statistics

This volume studies statistical inference, estimation, and data analysis. It builds on probability theory to develop methods for learning from data. Part I. Foundations Chapter 1. Statistical Models 1.1 Data and randomness 1.2 Parametric models 1.3 Nonparametric models 1.4 Likelihood functions 1.5 Examples Chapter 2. Descriptive Statistics 2.1 Measures of location 2.2 Measures of spread 2.3 Data visualization 2.4 Summarization techniques 2.5 Examples Chapter 3. Sampling and Data 3.1 Sampling...