{"product_id":"9781461454953","title":"SpringerBriefs in Computer Science","description":"\u003ch1\u003eSpringerBriefs in Computer Science\u003c\/h1\u003e \u003ch2\u003eWeinert, Howard L.\u003c\/h2\u003e \u003cp\u003e\u003ci\u003eFast Compact Algorithms and Software for Spline Smoothing\u003c\/i\u003e investigates algorithmic alternatives for computing cubic smoothing splines when the amount of smoothing is determined automatically by minimizing the generalized cross-validation score. These algorithms are based on Cholesky factorization, QR factorization, or the fast Fourier transform. All algorithms are implemented in MATLAB and are compared based on speed, memory use, and accuracy. An overall best algorithm is identified, which allows very large data sets to be processed quickly on a personal computer.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2012-10-11\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781461454953\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4614-5496-0\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 45\u003c\/p\u003e ","brand":"Springer New York","offers":[{"title":"Default Title","offer_id":45548504219788,"sku":"9781461454953","price":35.96,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781461454953.jpg?v=1772897423","url":"https:\/\/lateknightbooks.com\/products\/9781461454953","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}