{"product_id":"multivariate-statistical-methods-going-beyond-the-linear-9783030813918","title":"Multivariate Statistical Methods: Going Beyond the Linear","description":"\u003cp\u003e • Author(s): György Terdik\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book presents a general method for deriving higher-order statistics of multivariate distributions with simple algorithms that allow for actual calculations. Multivariate nonlinear statistical models require the study of higher-order moments and cumulants. The main tool used for the definitions is the tensor derivative, leading to several useful expressions concerning Hermite polynomials, moments, cumulants, skewness, and kurtosis. A general test of multivariate skewness and kurtosis is obtained from this treatment. Exercises are provided for each chapter to help the readers understand the methods. Lastly, the book includes a comprehensive list of references, equipping readers to explore further on their own.\u003cbr\u003e\u003c\/p\u003e\u003cbr\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45276277145751,"sku":"9783030813918","price":8079.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783030813918.webp?v=1769285206","url":"https:\/\/atlanticbooks.com\/products\/multivariate-statistical-methods-going-beyond-the-linear-9783030813918","provider":"Atlantic Books","version":"1.0","type":"link"}