{"product_id":"medical-risk-prediction-models-with-tie","title":"Medical Risk Prediction Models: With Tie","description":"\u003cp\u003e\u003cstrong\u003eMedical Risk Prediction Models: With Ties to Machine Learning\u003c\/strong\u003e is a hands-on book for clinicians, epidemiologists, and professional statisticians who need to make or evaluate a statistical prediction model based on data. The subject of the book is the patient’s individualized probability of a medical event within a given time horizon. Gerds and Kattan describe the mathematical details of making and evaluating a statistical prediction model in a highly pedagogical manner while avoiding mathematical notation. Read this book when you are in doubt about whether a Cox regression model predicts better than a random survival forest.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFeatures:\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\u003cul\u003e\u003cli\u003eAll you need to know to correctly make an online risk calculator from scratch.\u003c\/li\u003e\u003c\/ul\u003e\u003c\/ul\u003e\u003cul\u003e\u003cul\u003e\u003cli\u003eDiscrimination, calibration, and predictive performance with censored data and competing risks.\u003c\/li\u003e\u003c\/ul\u003e\u003c\/ul\u003e\u003cul\u003e\u003cul\u003e\u003cli\u003eR-code and illustrative examples.\u003c\/li\u003e\u003c\/ul\u003e\u003c\/ul\u003e\u003cul\u003e\u003cul\u003e\u003cli\u003eInterpretation of prediction performance via benchmarks.\u003c\/li\u003e\u003c\/ul\u003e\u003c\/ul\u003e\u003cul\u003e\u003cul\u003e\u003cli\u003eComparison and combination of rival modeling strategies via cross-validation.\u003c\/li\u003e\u003c\/ul\u003e\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"MediaPlace","offers":[{"title":"Default Title","offer_id":57312114409854,"sku":"NW9780367673734","price":59.95,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1379\/1261\/files\/9780367673734.jpg?v=1778586578","url":"https:\/\/mediaplace.com\/en-eu\/products\/medical-risk-prediction-models-with-tie","provider":"MediaPlace","version":"1.0","type":"link"}