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Application of Regularized Regressions to Identify Novel Predictors in Clinical Research

Application of Regularized Regressions to Identify Novel Predictors in Clinical Research

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ISBN

978-3031722462, 9783031722479

Authors

Publisher

Springer

Published Date

2024

Language

‎English

Page Count

2218

Size

25 MB

By Ton J. Cleophas, Aeilko H. Zwinderman This textbook is an important novel menu for multiple variables regression entitled "regularized regression". It is a must have for identifying unidentified leading factors. Also, you get fitted parameters for your overfitted data. Finally, there is no more need for commonly misunderstood p-values. Instead, the regression coefficient, R-value, as reported from a regression line has been applied as the key predictive estimator of the regression study. With simple one by one variable regression it is no wider than -1 to +1. With multiple variables regression it can easily get > +1 or Product Details Publisher ‏ : ‎ Springer; 2024th edition (December 21, 2024) Language ‏ : ‎ English Hardcover ‏ : ‎ 286 pages ISBN-10 ‏ : ‎ 3031722469 ISBN-13 ‏ : ‎ 978-3031722462

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