Statistical methods is an area of research that have provided challenges to many students and scholars. However, the ability to identify, design the methodology and interpret a problem in research or an issue impacting on education or in society is a necessity for students undertaking college, undergraduate, postgraduate, and professional studies . This book deals with pertinent statistical concepts that demystifies the challenges of statistics in the classroom and in research. The language and examples used in this book are kept simple in order to reach the reader. The book is intended to augment the statistical skills of college, undergraduate and postgraduate students. It is of much benefit to students and researchers in the field of Education, Humanities and Business courses.