THE ANALYSIS OF SELECTED ALGORITHMS FOR THE STATISTICAL PARADIGM, VOLUME I

Description

This book analyses selected algorithms for probabilistic or deterministic statistical phenomena in the following areas: sampling theory, estimation theory, tests of hypotheses and significance, curve-fitting, regression and correlation, analysis of variance, nonparametric tests, and analysis of time series, in addition to the presentation of my “Complex Probability Paradigm” applied to Monté Carlo Methods and to the Central Limit Theorem. As such, the book will be of interest to all scholars, researchers, and undergraduate and graduate students in mathematics, statistics, computer science, and science in general.