{"product_id":"course-in-the-large-sample-theory-of-statistical-inference-hardback","title":"Course in the Large Sample Theory of Statistical Inference - Hardback","description":"\u003cp\u003eThis book provides an accessible but rigorous introduction to asymptotic theory in parametric statistical models. Asymptotic results for estimation and testing are derived using the “moving alternative” formulation due to R. A. Fisher and L. Le Cam. Later chapters include discussions of linear rank statistics and of chi-squared tests for contingency table analysis, including situations where parameters are estimated from the complete ungrouped data. This book is based on lecture notes prepared by the first author, subsequently edited, expanded and updated by the second author.\u003c\/p\u003e\u003cp\u003eKey features:\u003c\/p\u003e\u003cul\u003e \u003cli\u003eSuccinct account of the concept of “asymptotic linearity” and its uses\u003c\/li\u003e \u003cli\u003eSimplified derivations of the major results, under an assumption of joint asymptotic normality\u003c\/li\u003e \u003cli\u003eInclusion of numerical illustrations, practical examples and advice\u003c\/li\u003e \u003cli\u003eHighlighting some unexpected consequences of the theory\u003c\/li\u003e \u003cli\u003eLarge number of exercises, many with hints to solutions\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eSome facility with linear algebra and with real analysis including ‘epsilon-delta’ arguments is required. Concepts and results from measure theory are explained when used. Familiarity with undergraduate probability and statistics including basic concepts of estimation and hypothesis testing is necessary, and experience with applying these concepts to data analysis would be very helpful.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45575456194798,"sku":"9781498726061","price":155.55,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/course-in-the-large-sample-theory-of-statistical-inference-hardback","provider":"Book Land AU","version":"1.0","type":"link"}