Stat Hacks

@stathacks

Simplifying Statistics and Data Science

Joined December 2025

About

Statistician turned Data Scientist with a Psychology background. I create clear, practical content that makes statistics easy to understand.

Available for

Nothing here yet.

Stat Hacks's blogs

NTU Psychology Statisticsntu-psychology-statistics.hashnode.dev61 posts

Data Career Startersdata-career-starters.hashnode.dev31 posts

Advanced Data Professionalsadvanced-data-professionals.hashnode.dev3 posts

Articles Threads Comments

Recently published

data-career-starters.hashnode.dev

Python For Data Analysis In Industry: A Crash Course

Note: this post is part of a series of posts about Data Analysis In The Real World Learning theory is fine and dandy — but being able to execute an analysis is what gets you hired. Everyone can talk about Data Analysis, Data Aggregation, and throw in...

Feb 194 min read

advanced-data-professionals.hashnode.dev

From ANOVA to Multiple Regression to MLM: The Hidden Link

Note: this post is part of my Comprehensive Guide to Multi Level Modelling series If you’re like me who likes to question things, you would likely have struggled with understanding how MLM exactly differs from an ANOVA/Regression. Because when you ta...

Feb 57 min read

advanced-data-professionals.hashnode.dev

Simpson's Paradox - Why We Need Multi Level Modelling

Note: this post is part of my Comprehensive Guide to Multi Level Modelling series I don’t believe in teaching a new technique without telling you why you need the new technique. So let’s start off strong with a direct empirical example - use this dat...

Feb 54 min read

advanced-data-professionals.hashnode.dev

Multi Level Modelling (MLM) : From Start to End

Hello everyone! Welcome to my humble blog. This series of posts will teach you about Multi Level Modelling (MLM, also known as Mixed Models, or Hierarchical Linear Models). A simple google search will tell you that this technique is needed to “accoun...

Feb 52 min read

data-career-starters.hashnode.dev

Negative Binomial Regression: Extension of Poisson Regression

Note: this post is part of a series of posts about Categorical Data Analysis: Dealing with Counts, Frequencies & Percentages Negative Binomial Regression is used when Poisson Regression Assumption of equidispersion is not met (recall that Poisson Reg...

Jan 158 min read

Stat Hacks

About

Available for

Stat Hacks's blogs

Recently published

Python For Data Analysis In Industry: A Crash Course

From ANOVA to Multiple Regression to MLM: The Hidden Link

Simpson's Paradox - Why We Need Multi Level Modelling

Multi Level Modelling (MLM) : From Start to End

Negative Binomial Regression: Extension of Poisson Regression

Search Hashnode

Stat Hacks

About

Available for

Stat Hacks's blogs

Recently published

Python For Data Analysis In Industry: A Crash Course

From ANOVA to Multiple Regression to MLM: The Hidden Link

Simpson's Paradox - Why We Need Multi Level Modelling

Multi Level Modelling (MLM) : From Start to End

Negative Binomial Regression: Extension of Poisson Regression