یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index
یادداشتهای مربوط به مندرجات
متن يادداشت
What is Bayesian statistics? -- Review of probability -- Introduction to one-parameter models : estimating a population proportion -- Inference for a population proportion -- Special considerations in Bayesian inference -- Other one-parameter models and their conjugate priors -- More realism please : introduction to multiparameter models -- Fitting more complex Bayesian models : Markov chain Monte Carlo -- Hierarchical models and more on convergence assessment -- Regression on hierarchical regression models -- Model comparison, model checking, and hypothesis testing
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
This book is based on over a dozen years teaching a Bayesian Statistics course. The material presented here has been used by students of different levels and disciplines, including advanced undergraduates studying Mathematics and Statistics and students in graduate programs in Statistics, Biostatistics, Engineering, Economics, Marketing, Pharmacy, and Psychology. The goal of the book is to impart the basics of designing and carrying out Bayesian analyses, and interpreting and communicating the results. In addition, readers will learn to use the predominant software for Bayesian model-fitting
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Applied Bayesian Statistics : With R and OpenBUGS Examples
شماره استاندارد بين المللي کتاب و موسيقي
9781461456957
قطعه
عنوان
OhioLINK electronic book center (Online)
عنوان
SpringerLink
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Bayesian statistical decision theory
رده بندی ديویی
شماره
519
.
542
رده بندی کنگره
شماره رده
QA279
.
5
شماره رده
QA279
.
5
نشانه اثر
.
C69
2013
نشانه اثر
.
C69
2013
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )