A course in mathematical statistics and large sample theory. (2016)

• Record Type: Book
• Further Information: Note: Rabi Bhattacharya, Lizhen Lin, Victor Patrangenaru.
• Authors: Bhattacharya, Rabi; Lin, Lizhen; Patrangenaru, Victor
• Contents: 1 Introduction -- 2 Decision Theory -- 3 Introduction to General Methods of Estimation -- 4 Sufficient Statistics, Exponential Families, and Estimation -- 5 Testing Hypotheses -- 6 Consistency and Asymptotic Distributions and Statistics -- 7 Large Sample Theory of Estimation in Parametric Models -- 8 Tests in Parametric and Nonparametric Models -- 9 The Nonparametric Bootstrap -- 10 Nonparametric Curve Estimation -- 11 Edgeworth Expansions and the Bootstrap -- 12 Frechet Means and Nonparametric Inference on Non-Euclidean Geometric Spaces -- 13 Multiple Testing and the False Discovery Rate -- 14 Markov Chain Monte Carlo (MCMC) Simulation and Bayes Theory -- 15 Miscellaneous Topics -- Appendices -- Solutions of Selected Exercises in Part 1.
• Publisher Details: New York, NY : Springer
• Publication Date: 2016
• Extent: 1 online resource (xi, 389 pages), illustrations (some color)
• Subjects: 519.5; Statistics; Mathematical statistics; Sampling (Statistics); Computer science; Distribution (Probability theory); Statistical methods; Mathematical statistics; Sampling (Statistics); Computers -- Mathematical & Statistical Software; Business & Economics -- Statistics; Mathematics -- Probability & Statistics -- General; Science -- Life Sciences -- General; Maths for computer scientists; Probability & statistics; Mathematical & statistical software; Life sciences: general issues; Electronic books
• Languages: English
• ISBNs: 9781493940325; 1493940325
• Related ISBNs: 9781493940301; 1493940309
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed August 19, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.