Statistics /
Abadir, Karim M., 1964-
Statistics / Karim M. Abadir - Cambridge : Cambridge University Press, 2019 - xxvii, 762 pages : illustrations ; 25 cm.
Includes bibliographical references and index.
Probability and distribution theory. Probability -- Random variables, probability distributions, and densities -- Expectations and their generating functions -- Special univariate distributions -- Joint distributions and densities -- Conditioning, dependence, and joint moments -- Functions of random variables -- The multivariate normal and functions thereof -- Estimation and inference. Sample statistics and their distributions -- Asymptotic theory -- Principles of point estimation -- Likelihood, information, and maximum likelihood estimation -- Other methods of estimation -- Tests of hypotheses.
9780521537452 (Paperback)
2018009233
STATISTICS--TEXTBOOKS
MATHEMATICAL STATISTICS--TEXTBOOKS
QA 276.12 / A22S 2019
Statistics / Karim M. Abadir - Cambridge : Cambridge University Press, 2019 - xxvii, 762 pages : illustrations ; 25 cm.
Includes bibliographical references and index.
Probability and distribution theory. Probability -- Random variables, probability distributions, and densities -- Expectations and their generating functions -- Special univariate distributions -- Joint distributions and densities -- Conditioning, dependence, and joint moments -- Functions of random variables -- The multivariate normal and functions thereof -- Estimation and inference. Sample statistics and their distributions -- Asymptotic theory -- Principles of point estimation -- Likelihood, information, and maximum likelihood estimation -- Other methods of estimation -- Tests of hypotheses.
9780521537452 (Paperback)
2018009233
STATISTICS--TEXTBOOKS
MATHEMATICAL STATISTICS--TEXTBOOKS
QA 276.12 / A22S 2019
