Applied statistics with python: volume ii: multivariate models
Auteur :
Kaganovskiy, Leon
Éditeur :
Taylor & Francis Ltd
ISBN :
9781041006251
Date de publication :
28 déc. 2025
Dimensions :
23,4 x 15,6 cm
Poids :
730 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
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.