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OverviewFull Product DetailsAuthor: Shun-ichi AmariPublisher: Springer Verlag, Japan Imprint: Springer Verlag, Japan Edition: 1st ed. 2016 Volume: 194 Dimensions: Width: 15.50cm , Height: 2.20cm , Length: 23.50cm Weight: 7.037kg ISBN: 9784431559771ISBN 10: 4431559779 Pages: 374 Publication Date: 10 February 2016 Audience: College/higher education , Professional and scholarly , Tertiary & Higher Education , Professional & Vocational Format: Hardback Publisher's Status: Active Availability: Manufactured on demand  We will order this item for you from a manufactured on demand supplier. Table of Contents1 Manifold, Divergence and Dually Flat Structure.- 2 Exponential Families and Mixture Families of Probability.- 3 Invariant Geometry of Manifold of Probability.- 4 α-Geometry, Tsallis q-Entropy and Positive-Definite.- 5 Elements of Differential Geometry.- 6 Dual Affine Connections and Dually Flat Manifold.- 7 Asymptotic Theory of Statistical Inference.- 8 Estimation in the Presence of Hidden Variables.- 9 Neyman–Scott Problem.- 10 Linear Systems and Time Series.- 11 Machine Learning.- 12 Natural Gradient Learning and its Dynamics in Singular.- 13 Signal Processing and Optimization.- Index.ReviewsThis book gives a reasonably accessible introduction to the subject and then considers various applications. ... The book provides a nice introduction to the subject. ... the book provides a nice introduction to a difficult subject that has many important applications. (Marvin H. J. Gruber, Technometrics, Vol. 58 (4), April, 2016) “This book gives a reasonably accessible introduction to the subject and then considers various applications. … The book provides a nice introduction to the subject. … the book provides a nice introduction to a difficult subject that has many important applications.” (Marvin H. J. Gruber, Technometrics, Vol. 58 (4), April, 2016) Author InformationTab Content 6Author Website:Countries AvailableAll regions |
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