The Multiple Comparison Problem
A special thanks to Georgi Georgiev who reviewed the simulational results presented in this blog post and helped me remove
The Assumption of Randomization
In the early 20th century, a scientist, R.A. Fisher wanted to study the impact of various fertilizers on the
The Assumption of IID
As a statistician, you soon find out that more often than not data carries deeply embedded scars from the process
Region of Practical Equivalence (ROPE)
A/B Tests by design have an annoying habit that you will realize as you attain maturity in experimentation. As
The Assumption of Stationarity
A graduate-level statistics course would usually start with an innocuous discussion on the mean, median, and mode and the fundamentals
Principles: Goal orientation in a multi-level perspective
This note is the second of a seven-part series of the book Principles by Ray Dalio. The introductory note can
Principles: Everything is a Machine
This note is the first of a seven-part series of the book Principles by Ray Dalio. The introductory note can
The Perspective of Failure
Success is a charm, struggle still has some dignity to it but failure seems like a dark ink blot on
Effect-Size Sample-Size Tradeoff: A Counter-Intuition
Context: This is the fourth article in the series, The Statistical Nuances in Experimentation. The parent blog will give you
Optimizing the Sample Sizes
Context: This is the third article in the series, The Statistical Nuances in Experimentation. The parent blog will give you