Notice bibliographique
- Notice
Type(s) de contenu et mode(s) de consultation : Texte noté : électronique
Auteur(s) : Dixit, Ulhas Jayram
Titre(s) : Examples in parametric inference with R [Texte électronique] / Ulhas Jayram Dixit
Publication : Singapore : Springer, 2016
Description matérielle : 1 ressource dématérialisée
Comprend : Prerequisite ; Chapter 1. Sufficiency and Completeness ; Chapter 2. Unbiased Estimation
; Chapter 3. Moment and Maximum Likelihood Estimators ; Chapter 4. Bound for the
Variance ; Chapter 5. Consistent Estimator ; Chapter 6. Bayes Estimator ; Chapter
7. Most Powerful Test ; Chapter 8. Unbiased and Other Tests ; Bibliography.
Note(s) : Notes bibliogr.
This book discusses examples in parametric inference with R. Combining basic theory
with modern approaches, it presents the latest developments and trends in statistical
inference for students who do not have an advanced mathematical and statistical background.
The topics discussed in the book are fundamental and common to many fields of statistical
inference and thus serve as a point of departure for in-depth study. The book is divided
into eight chapters: Chapter 1 provides an overview of topics on sufficiency and completeness,
while Chapter 2 briefly discusses unbiased estimation. Chapter 3 focuses on the study
of moments and maximum likelihood estimators, and Chapter 4 presents bounds for the
variance. In Chapter 5, topics on consistent estimator are discussed. Chapter 6 discusses
Bayes, while Chapter 7 studies some more powerful tests. Lastly, Chapter 8 examines
unbiased and other tests. Senior undergraduate and graduate students in statistics
and mathematics, and those who have taken an introductory course in probability, will
greatly benefit from this book. Students are expected to know matrix algebra, calculus,
probability and distribution theory before beginning this course. Presenting a wealth
of relevant solved and unsolved problems, the book offers an excellent tool for teachers
and instructors who can assign homework problems from the exercises, and students
will find the solved examples hugely beneficial in solving the exercise problems
La pagination de l'édition imprimée correspondante est de : LVIII-423 p.
Sujet(s) : R (logiciel)
Statistique mathématique
Indice(s) Dewey :
519.5 (23e éd.) = Statistique mathématique
Identifiants, prix et caractéristiques : ISBN 9789811008894. - ISBN 9811008892. - ISBN 9789811008887 (erroné) (e-book)
Identifiant de la notice : ark:/12148/cb45357977g
Notice n° :
FRBNF45357977
(notice reprise d'un réservoir extérieur)
