An introduction to probability and statistical inference

Bibliographic Details
Main Author: Roussas, George G.
Format: eBook
Language:English
Published: London, U.K. Academic Press 2015, 2015
Edition:Second edition
Subjects:
Online Access:
Collection: Elsevier ScienceDirect eBooks - Collection details see MPG.ReNa
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100 1 |a Roussas, George G. 
245 0 0 |a An introduction to probability and statistical inference  |h Elektronische Ressource  |c by George G. Roussas, Department of Statistics, University of California, Davis 
250 |a Second edition 
260 |a London, U.K.  |b Academic Press  |c 2015, 2015 
300 |a online resource  |b illustrations 
505 0 |a Some motivating examples and some fundamental concepts -- The concept of probability and some basic results -- Numerical characteristics of a random variable, some special random variables -- Joint and conditional P.D.F.'s, conditional expectation and variance, moment generating function, covariance and correlation coefficient -- Independence of random variables and some applications -- Transformation of random variables -- Some modes of convergence of random variables, applications -- An overview of statistical inference -- Point estimation -- Confidence intervals and confidence regions -- Testing hypotheses -- More about testing hypotheses -- A simple linear regression model -- Two models of analysis of variance -- Some topics in nonparametric inference 
653 |a Mathematical statistics 
653 |a Statistics as Topic 
653 |a Probabilities / Textbooks 
653 |a Probability 
653 |a Mathematical statistics / fast / (OCoLC)fst01012127 
653 |a Probabilities / fast / (OCoLC)fst01077737 
041 0 7 |a eng  |2 ISO 639-2 
989 |b ESD  |a Elsevier ScienceDirect eBooks 
500 |a Includes index 
856 4 0 |u http://www.sciencedirect.com/science/book/9780128001141  |x Verlag  |3 Volltext