{"product_id":"factorization-methods-for-discrete-sequential-estimation-9780486449814","title":"Factorization Methods for Discrete Sequential Estimation","description":"\u003cp\u003e • Author(s): Gerald J. Bierman\u003cbr\u003e • Publisher: Dover Publications\u003cbr\u003e • Publisher Imprint: Dover Publications\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003eThis estimation reference text thoroughly describes matrix factorization methods successfully employed by numerical analysts, familiarizing readers with the techniques that lead to efficient, economical, reliable, and flexible estimation algorithms.\u003cbr\u003eTopics include a review of least squares data processing and the Kalman filter algorithm; positive definite matrices, the Cholesky decomposition, and some of their applications; Householder orthogonal transformations; sequential square root data processing; mapping effects and process noise; biases and correlated process noise; and covariance analysis of effects due to mismodeled variables and incorrect filter \u003ci\u003ea priori\u003c\/i\u003e statistics. The concluding chapters explore SRIF error analysis of effects due to mismodeled variables and incorrect filter \u003ci\u003ea priori \u003c\/i\u003estatistics as well as square root information smoothing. Geared toward advanced undergraduates and graduate students, this pragmatically oriented and detailed presentation is also a useful reference, featuring numerous helpful appendixes throughout the text.\u003c\/p\u003e","brand":"Dover Publications","offers":[{"title":"Paperback","offer_id":45114323959959,"sku":"9780486449814","price":1022.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780486449814.webp?v=1767269609","url":"https:\/\/atlanticbooks.com\/products\/factorization-methods-for-discrete-sequential-estimation-9780486449814","provider":"Atlantic Books","version":"1.0","type":"link"}