"The main driver behind my writing has always been learning"
Matteo Courthoud reflects on leaving academia, his interest in causal inference, and the value of public writing- 23577Murphy ≡ DeepGuide
Deep GPVAR: Upgrading DeepAR For Multi-Dimensional Forecasting
Amazon's new Time-Series Forecasting model- 29774Murphy ≡ DeepGuide
Dimension Reduction: Facing the Curse of Dimensionality
Comparison of PCA and dynamic factor model- 21713Murphy ≡ DeepGuide
A Beginner's Guide to Understanding A/B Test Performance through Monte Carlo Simulations
This tutorial explores how covariates influence A/B testing precision in a randomized experiment. A properly randomized A/B test...- 29915Murphy ≡ DeepGuide
Data Science: The Modern-day Pillar of Economics
With the technological advances of recent years, especially since the turn of the millennium, data science has become a discipline in its...- 27544Murphy ≡ DeepGuide
Talking about Games
Game Theory 101: terms and concepts- 23271Murphy ≡ DeepGuide
CentralBankRoBERTa: an LLM for Macroeconomics
Harnessing AI to Classify Macroeconomic Sentiment and Addressed Agents- 25926Murphy ≡ DeepGuide
Exploring Brazil's National Accounts through a Dashboard
Implementation details and analytical possibilities- 23118Murphy ≡ DeepGuide
Exploring causality in Python. Difference-in-differences
Establishing causality is one of the most important (although quite often neglected) areas of analytical work. In an upcoming series of...- 26396Murphy ≡ DeepGuide
Addressing Spatial Dependencies
The Essentials of the Spatial Error Model- 23417Murphy ≡ DeepGuide
Event Study Designs: A Beginner's Guide
Event Study Designs: What are they and what are they not.- 28081Murphy ≡ DeepGuide
Forecasting US GDP using Machine Learning and Mathematics
What can we learn from this modern problem?- 22667Murphy ≡ DeepGuide
The Economics of Artificial Intelligence – what does automation mean for workers?
Despite tremendous progress in AI, the economic implications of AI remain inadequately understood, with unsatisfactory insights from AI...- 22669Murphy ≡ DeepGuide
How Cheap Mortgages Transformed Poland's Real Estate Market
Insights from a synthetic control group- 28507Murphy ≡ DeepGuide
Younger men play video games, but so do a diverse group of other Americans
In the U.S., four-in-ten women and roughly a quarter of adults ages 65 and older say they play video games at least sometimes.- 28476Murphy ≡ Articles
Women are more concerned than men about gender discrimination in tech industry
Women in the U.S. are substantially more likely than men to say gender discrimination is a major problem in the technology industry.- 30026Murphy ≡ Articles
How social media users have discussed sexual harassment since #MeToo went viral
Amid ongoing discussions about sexual harassment in the workplace and beyond, read five findings about how these issues have been discussed on Twitter and other social media outlets in the past year.- 28911Murphy ≡ Articles
More Than Twice as Many Americans Support Than Oppose the #MeToo Movement
Most say that, compared with five years ago, those who commit sexual harassment or assault at work are more likely to be held responsible and those who report it are more likely to be believed.- 21604Murphy ≡ Articles
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