Introduction to Probability and Statistics

This book aims to be a manual for understanding problems in probability and statistics. The main emphasis is the random variables (discrete and continuous), their distributions, the basics of statistics, the law of large numbers, the central limit theorem, statistical models, least squares estimation, confidence intervals for the mean, testing hypothesis, and statistics with datasets.The book is aimed at junior students in the field of applied mathematics, physics, computer engineering, economics, artificial intelligence, and data science & analytics in science and engineering disciplines.

Autorentext
Hiqmet Kamberaj is a Professor at International Balkan University, Skopje. His teaching interests include theoretical physics, statistical physics, general physics, probability and statistics, and algorithms. He is also involved in Biophysics, Bioinformatics, Machine Learning, and Bio-inspired optimization research activities.