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    Medical Risk Prediction Models: With Ties to Machine Learning

    Posted By: hill0
    Medical Risk Prediction Models: With Ties to Machine Learning

    Medical Risk Prediction Models: With Ties to Machine Learning
    English | 2021 | ISBN: 113838447X | 313 Pages | PDF (True) | 7 MB

    Medical Risk Prediction Models: With Ties to Machine Learning 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.