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Conformal prediction silently breaks under drift - and how to make it hold

Conformal prediction is the easiest way to put a calibrated uncertainty band around any model: wrap a point predictor, and you get intervals with a fi…

machinelearningpythondatasciencestatistics
Dev.to Jun 17, 2026, 14:39 UTC
EN

I Built CausalLens — A Free, Open-Source Causal Impact Calculator for Time Series (5 Methods, Zero Setup)

I want to show you a tool I just open-sourced. It's called CausalLens, and it answers one specific question that most analytics stacks get completely …

pythonopensourcedatasciencestatistics
Dev.to May 30, 2026, 16:20 UTC
EN

Cointegration and Pairs Trading: When Time Series Move Together

Pairs trading rests on a simple idea: find two assets that move together, wait for them to diverge, and bet on convergence. The hard part is defining …

timeseriesquantfinancestatistics
Dev.to May 24, 2026, 10:32 UTC

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