Malte Tichy - Reviving Survival Analysis_ Timeless, Yet Overlooked - PyData Global 2025
Автор: PyData
Загружено: 2026-01-09
Просмотров: 502
Survival analysis tackles one of the oldest and most universal questions in data science: Can we learn from the past when something will happen in the future? I will introduce you to the core concepts of survival analysis, visualize time-to-event datasets with python and R, and introduce pertinent probability distributions. Classical analysis methods for fitting such datasets - some developed long before the age of modern computing - will be confronted to machine-learning approaches. Along the way, surprising paradoxes and counterintuitive results will reveal why survival analysis is not merely a blend of regression and classification, but an important prediction problem of its own.
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