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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

Edition Number

1

Page count

2218.0

Publisher

Springer

Publisher Date

2024.0

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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