Name: Applied Statistics with Python. Volume II: Multivariate Models
SKU: 64799837
Price: 145.25 EUR
Availability: InStock
Author: Leon Kaganovskiy
ISBN: 9781041006251

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portada Applied Statistics with Python. Volume II: Multivariate Models

Applied Statistics with Python. Volume II: Multivariate Models

Type

Physical Book

Publisher

CRC Press

Author

Leon Kaganovskiy

Year

2025

Pages

336

Format

Hardcover

Dimensions

23.4x15.6 cm

ISBN13

9781041006251

Applied Statistics with Python. Volume II: Multivariate Models

Leon Kaganovskiy (Author) · CRC Press · Hardcover

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Synopsis "Applied Statistics with Python. Volume II: Multivariate Models"

This book focuses on ANOVA, multivariate models such as multiple regression, model selection, and reduction techniques, regularization methods like lasso and ridge, logistic regression, K-nearest neighbors (KNN), support vector classifiers, nonlinear models, tree-based methods,clustering, and principal component analysis.