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Medical Risk Prediction Models : With Ties to Machine Learning (Chapman & Hall/CRC Biostatistics Series)

By: Michael W. Kattan (Author) , Thomas A. Gerds (Author)

1 in stock

Ksh 13,150.00

Format: Paperback or Softback

ISBN-10: 0367673738

ISBN-13: 9780367673734

Collection / Series: Chapman & Hall/CRC Biostatistics Series

Collection Type: Publisher collection

Publisher: Taylor & Francis Ltd

Imprint: Chapman & Hall/CRC

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Aug 29th, 2022

Publication Status: Active

Product extent: 312 Pages

Weight: 480.00 grams

Dimensions (height x width x thickness): 15.60 x 23.30 x 2.00 cms

Product Classification / Subject(s): Epidemiology & medical statistics
Nursing
Probability & statistics
Biology, life sciences

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  • Description

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The backbone of medical decision making is prediction. Statistical prediction models can help in medical decision making. This book takes the viewpoint of the single patient and asks what does it mean that a risk prediction model performs well for a single individual?

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.

Features:

    • All you need to know to correctly make an online risk calculator from scratch.
    • Discrimination, calibration, and predictive performance with censored data and competing risks.
    • R-code and illustrative examples.
    • Interpretation of prediction performance via benchmarks.
    • Comparison and combination of rival modeling strategies via cross-validation.

Get Medical Risk Prediction Models by at the best price and quality guranteed only at Werezi Africa largest book ecommerce store. The book was published by Taylor & Francis Ltd and it has pages. Enjoy Shopping Best Offers & Deals on books Online from Werezi - Receive at your doorstep - Fast Delivery - Secure mode of Payment

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