{"product_id":"graphical-models-in-applied-multivariate-statistics-isbn-9780471917502","title":"Graphical Models in Applied Multivariate Statistics","description":"Graphical models--a subset of log-linear models--reveal the interrelationships between multiple variables and features of the underlying conditional independence. Following the theorem-proof-remarks format, this introduction to the use of graphical models in the description and modeling of multivariate systems covers conditional independence, several types of independence graphs, Gaussian models, issues in model selection, regression and decomposition. Many numerical examples and exercises with solutions are included. Independence and Interaction.\u003cbr\u003e \u003cbr\u003e Independence Graphs.\u003cbr\u003e \u003cbr\u003e Information Divergence.\u003cbr\u003e \u003cbr\u003e The Inverse Variance.\u003cbr\u003e \u003cbr\u003e Graphical Gaussian Models.\u003cbr\u003e \u003cbr\u003e Graphical Log-Linear Models.\u003cbr\u003e \u003cbr\u003e Model Selection.\u003cbr\u003e \u003cbr\u003e Methods for Sparse Tables.\u003cbr\u003e \u003cbr\u003e Regression and Graphical Chain Models.\u003cbr\u003e \u003cbr\u003e Models for Mixed Variables.\u003cbr\u003e \u003cbr\u003e Decompositions and Decomposability.\u003cbr\u003e \u003cbr\u003e Appendices.\u003cbr\u003e \u003cbr\u003e References.\u003cbr\u003e \u003cbr\u003e Author Index.\u003cbr\u003e \u003cbr\u003e Subject Index.  \u003cp\u003eJ. Whittaker is the author of Graphical Models in Applied Multivariate Statistics, published by Wiley.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":47989308162277,"sku":"NP9780471917502","price":410.95,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1842\/7735\/files\/9780471917502.jpg?v=1761783608","url":"https:\/\/k12savings.com\/products\/graphical-models-in-applied-multivariate-statistics-isbn-9780471917502","provider":"K12savings","version":"1.0","type":"link"}