Applied Regularization Methods for the Social Sciences

Released on by Holmes Finch
preview-18

  • Applied Regularization Methods for the Social Sciences Book Detail

  • Author : Holmes Finch
  • Release Date : 2022-03-09
  • Publisher : CRC Press
  • Genre : Business & Economics
  • Pages : 288
  • ISBN 13 : 1000548198
  • File Size : 88,88 MB
DOWNLOAD BOOK

Applied Regularization Methods for the Social Sciences by Holmes Finch PDF Summary

Book Description: Researchers in the social sciences are faced with complex data sets in which they have relatively small samples and many variables (high dimensional data). Unlike the various technical guides currently on the market, Applied Regularization Methods for the Social Sciences provides and overview of a variety of models alongside clear examples of hands-on application. Each chapter in this book covers a specific application of regularization techniques with a user-friendly technical description, followed by examples that provide a thorough demonstration of the methods in action. Key Features: Description of regularization methods in a user friendly and easy to read manner Inclusion of regularization-based approaches for a variety of statistical analyses commonly used in the social sciences, including both univariate and multivariate models Fully developed extended examples using multiple software packages, including R, SAS, and SPSS Website containing all datasets and software scripts used in the examples Inclusion of both frequentist and Bayesian regularization approaches Application exercises for each chapter that instructors could use in class, and independent researchers could use to practice what they have learned from the book

Disclaimer: www.yourbookbest.com does not own Applied Regularization Methods for the Social Sciences books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Principles of Psychological Assessment

Principles of Psychological Assessment

File Size : 44,44 MB
Total View : 6665 Views
DOWNLOAD

This book highlights the principles of psychological assessment to help researchers and clinicians better develop, evaluate, administer, score, integrate, and i

Regression Analysis in R

Regression Analysis in R

File Size : 92,92 MB
Total View : 2182 Views
DOWNLOAD

Regression Analysis in R: A Comprehensive View for the Social Sciences covers the basic applications of multiple linear regression all the way through to more c