Applied Regularization Methods for the Social Sciences Finch Holmes
Applied Regularization Methods for the Social Sciences Finch Holmes Researchers in the social sciences are faced with complex data sets in which they have relatively small samples and many variables…
Specifikacia Applied Regularization Methods for the Social Sciences Finch Holmes
Applied Regularization Methods for the Social Sciences Finch Holmes
Researchers in the social sciences are faced with complex data sets in which they have relatively small samples and many variables (high dimensional data). 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 mannerInclusion of regularization-based approaches for a variety of statistical analyses commonly used in the social sciences, including both univariate and multivariate models 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.