Applied Statistics with Python

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Applied Statistics with Python, Volume II 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.

As in Volume I, the Python program...

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Applied Statistics with Python, Volume II 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.

As in Volume I, the Python program...

Read more
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  • Formats: epub
  • ISBN: 9781040662120
  • Publication Date: 29 Dec 2025
  • Publisher: CRC Press
  • Product language: English
  • Drm Setting: DRM