This book is intended to give a basic understanding of some elementary probability and statistics using health-related examples primarily from Saudi Arabia. These examples are, for the most part, based on actual or real-life data from Saudi Arabia as published in Saudi journals. The statistics in this book are confined to those that use the probability distributions of the Binominal, Poisson, Normal and Student's t-distributions. The book consists of six chapters.