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portada Applied Statistics with Python. Volume II: Multivariate Models
Type
Physical Book
Publisher
Author
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

Applied Statistics with Python. Volume II: Multivariate Models - Leon Kaganovskiy

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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.

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