Optimization, Newton's Method, & Profit Maximization: Part 2- Constrained Optimization Th
Learn how to extend Newton's Method to and solve constrained optimization problems- 27637Murphy ≡ DeepGuide
Optimization, Newton's Method, & Profit Maximization: Part 3 – Applied Profit Maxim
Learn how to apply optimization & econometric techniques to solve an applied profit maximization problem- 22452Murphy ≡ DeepGuide
Logarithmic Transformation for Beginners
Unit-free interpretation of association and other benefits- 28454Murphy ≡ DeepGuide
Mixed Effects Machine Learning with GPBoost for Grouped and Areal Spatial Econometric Data
A demo using European GDP data- 22191Murphy ≡ DeepGuide
Double Machine Learning, Simplified: Part 1 – Basic Causal Inference Applications
Learn how to utilize DML in causal inference tasks- 23200Murphy ≡ DeepGuide
Double Machine Learning, Simplified: Part 2 – Extensions & the CATE
Learn how to utilize DML for estimating individual level treatment effects to enable data-driven targeting- 28176Murphy ≡ DeepGuide
How AI Is Changing the Way We Code
Evidence from ChatGPT and Stack Overflow- 29991Murphy ≡ DeepGuide
How to Learn Causal Inference on Your Own for Free
The ultimate self-study guide for all levels- 25422Murphy ≡ DeepGuide
Why and When to Use the Generalized Method of Moments
It's a highly flexible estimation technique that can be applied in a variety of situations- 22300Murphy ≡ DeepGuide
Difference-in-Difference 101
What is Difference-in-difference (DiD or DD or diff-in-diff)? Why do we care about DiD?- 29437Murphy ≡ DeepGuide
What Is Causal Inference?
A beginner's guide to causal inference methods: randomized controlled trials, difference-in-differences, synthetic control, and A/B testing- 27573Murphy ≡ DeepGuide
How to Calculate the Elasticity of Bids in PPC Marketing
Elasticity of prices is the bread and butter of econometrics. But, how can we apply elasticity to bidding?- 28918Murphy ≡ DeepGuide
ITT vs LATE: Estimating Causal Effects with IV in Experiments with Imperfect Compliance
Intuition, step-by-step script, and assumptions needed for the use of IV- 24600Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag