Introductory Statistical Inference with the Likelihood Function
Springer International Publishing (Verlag)
978-3-319-37481-9 (ISBN)
Charles A. Rohde received his PhD at N.C. State in 1964 and has been at Johns Hopkins since then. He served as Department Chair for the Department of Biostatistics from 1981 to 1996. Professor Rohde's areas of research have included generalized inverses of matrices, linear models and pure likelihood methods.
Contents.- Preface.- Introduction.- The Statistical Approach.- Estimation.- Interval Estimation.- Hypothesis Testing.- Maximum Likelihood: Basic Results.- Linear Model.- Other Estimation Methods.- Decision Theory.- Sufficiency.- Conditionality.- Statistical Principles.- The Practice of Statistics.- Bayesian Statistics: Philosophy and Theory.- Priors.- Bayesian Statistics: Computation.- Bayesian Inference: Miscellaneous.- Sufficiency.- A Probability and Mathematical Concepts.
Erscheinungsdatum | 03.08.2016 |
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Zusatzinfo | XVI, 332 p. 12 illus. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Mathematik / Informatik ► Mathematik ► Statistik |
Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
Studium ► Querschnittsbereiche ► Epidemiologie / Med. Biometrie | |
Schlagworte | Bayesian inference • Bayes' Theorem Biostatistics • Biostatistics Methodology • Likelihood Function • Likelihood Modeling • mathematics and statistics • Pure Likelihood Inference • Severity • Statistical Inference for Biology • Statistical Theory and Methods • Statistics for Life Sciences, Medicine, Health Sci • Statistics, general |
ISBN-10 | 3-319-37481-8 / 3319374818 |
ISBN-13 | 978-3-319-37481-9 / 9783319374819 |
Zustand | Neuware |
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