Experimental design and statistical methods

Léo Belzile



This book is a web complement to MATH 80667A Experimental Designs and Statistical Methods, a graduate course offered at HEC Montréal in the joint Ph.D. program in Management.

These notes are licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License and were last compiled on Sunday, April 14 2024.

The objective of the course is to teach basic principles of experimental designs and statistical inference using the R programming language. We will pay particular attention to the correct reporting and interpretation of results and learn how to review critically scientific papers using experimental designs. The unifying theme of the book is that statistics are summary of evidence, and statistic as a field is the science of decision-making in the presence of uncertainty. We use examples drawn from published articles in management sciences to illustrate core concepts.