Description
Product ID: | 9780367408787 |
Product Form: | Hardback |
Country of Manufacture: | GB |
Series: | Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences |
Title: | Applied Regularization Methods for the Social Sciences |
Authors: | Author: Holmes Finch |
Page Count: | 297 |
Subjects: | Social research and statistics, Social research & statistics, Probability and statistics, Probability & statistics |
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, this book provides and overview of a variety of models alongside clear examples of hands-on application. 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:
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Imprint Name: | Chapman & Hall/CRC |
Publisher Name: | Taylor & Francis Ltd |
Country of Publication: | GB |
Publishing Date: | 2022-03-21 |