The Simple and Infinite Joy of Mathematical Statistics - Couverture souple

Corcoran, J.N.

 
9798516859762: The Simple and Infinite Joy of Mathematical Statistics
Couverture souple
ISBN 13 : 9798516859762
Editeur : Independently published, 2022

Synopsis

The Simple and Infinite Joy of Mathematical Statistics, by J.N. Corcoran, is a classical introduction to mathematical statistics that has been written for a varied audience of graduate and undergraduate students with diverse backgrounds and skill sets. It has been in use in draft form for over 20 years in statistics departments where students may or may not have had advanced mathematical fluency, and in mathematics departments where students may or may not have had any statistical background. "Joy" has been written in a way that tries to bridge the divide between these groups of students. The text begins with an optional review of basic probability concepts, and then covers basic tools needed before diving into the world of estimation and inference. Topics include

  • convergence concepts for sequences of random variables
  • order statistics
  • maximum likelihood estimation with asymptotic properties
  • pivotal quantities and confidence intervals
  • method of moments estimation
  • sufficiency, completeness, and minimum variance unbiased estimation
  • uniformly most powerful hypothesis tests
  • generalized likelihood ratio tests and Wilks' Theorem
Lose the assumptions of normality and learn to develop your own statistical tests!

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Independently published
Date d'édition
2022
Langue
anglais
ISBN 13 
9798516859762
Reliure
Broché
Nombre de pages
477
Coordonnées du fabricant
Manufactured by Amazon on behalf of the author
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