Thinking with data (4th Edition)

Thumbnail Image
Vokey, John R.
Allen, Scott W.
Journal Title
Journal ISSN
Volume Title
Psyence Ink
This book comprises a collection of lecture notes for the statistics component of the course Psychology 2030: Methods and Statistics from the Department of Psychology at the University of Lethbridge. In addition to basic statistical methods, the book includes discussion of many other useful topics. For example, it has a section on writing in APA format (see Chapter 17), and another on how to read the professional psychological literature (see Chapter 16). We even provide a subsection on the secret to living to be 100 years of age (see section A.2.2)- although the solution may not be fully satisfactory! Despite this volume comprising the fourth edition of the book, it is still very much a work in progress, and is by no means complete. However, despite its current limitations, we expect that students will find it to be a useful adjunct to the lectures. We welcome any suggestions on additions and improvements to the book, and, of course, the report of any typos and other errors. Please email any such errors or corrections to: or
Permission to include in the University of Lethbridge Institutional Repository granted by Dr. John Vokey.
Vokey, J. R., & Allen, S. W. (2007). Thinking with data (4th Edition). Lethbridge, Alberta: Psyence Ink.