Inferential Statistics
Notes posted on this series
Introduction to Statistical Inference
Statistics is the science of collecting, analyzing, presenting, and interpreting data. The area of descriptive statistics is concerned primarily with methods of presenting and interpreting data using graphs, tables, and numerical summaries.
Probability
"The foundation of statistical analysis" Table of Contents Kolmogorov’s axioms Probability Mass Functions and Densities PMF Formal Definition PDF Formal Definition Cumulative and Survival Functions Quantiles Conditional probability Bayes´ Rule Probability has become the default model for apparently random phenomena.
References
The following notes are mainly extracted or adapted from the Statistical Inference course, available in the Coursera platform and part of the Data Science Specialization offered by John Hopkins University.
Additional references are preceeded by a mention of source and date of access.