{"product_id":"applied-statistics-with-python-volume-ii-multivariate-models-9781041006251","title":"Applied Statistics with Python: Volume II: Multivariate Models","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 302 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 28 December 2025\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Taylor \u0026amp; Francis Ltd\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 640g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 241 x 162 x 21 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781041006251\u003c\/p\u003e","brand":"LeonKaganovskiy","offers":[{"title":"Hardback","offer_id":48226909421818,"sku":"9781041006251","price":90.43,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1768003845122_book.jpg?v=1768483398","url":"https:\/\/shulphink.com\/products\/applied-statistics-with-python-volume-ii-multivariate-models-9781041006251","provider":"Shulph Ink","version":"1.0","type":"link"}