The Simple Theorem Behind Modern Causal AI
Marketing teams often celebrate when dashboards show a clear, positive correlation between sales and advertising activity. Our campaigns are driving
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The BlueCo Dividend: Quantifying the Causal Impact of Chelsea’s Takeover on Strasbourg
Has BlueCo’s multi-club vision for RC Strasbourg actually paid off? On the surface, a 7th-place finish and European qualification signal a revolution in Alsace. However, a deeper dive using synthetic control-group modelling reveals a striking paradox: while results skyrocketed, the team’s underlying performance metrics actually declined. This analysis explores how the “BlueCo Lift” relied less on systemic growth and more on a “talent hack”, where the individual brilliance of Chelsea loanees like Andrey Santos and Djordje Petrovic masked a reliance on efficiency over structural quality
The Disappearing Correlation: Why “Duty” Fails to Drive Demographics
Europe is facing a demographic winter. As birth rates plummet across the continent, everyone is looking for answers. A common,
Beyond Correlation: A Practical Guide to the Backdoor Criterion in Python
Estimating the effect of one variable on another is at the core of causal inference. However, doing this with observational
Europe’s Strongest Factory is in Ireland
Across Europe, most manufacturing sectors are considered to be at least flat. Industrial production in many of the top European
Do Countries with High Wine Consumption Live Longer? A Causal Peek at the Numbers
Luxembourg tops global wine consumption at 67 litres per person per year and also boasts one of the world’s highest
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The Simple Theorem Behind Modern Causal AI
Marketing teams often celebrate when dashboards show a clear, positive correlation between sales and advertising activity. Our campaigns are driving