Statistics
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…
Read More ↓Title Statements
- Full title :Statistics / Karim M. Abadir (Imperial College Business School, Imperial College London, UK; and Department of Mathematics and Department of Economics & Related Studies, University of York, UK), Risto D.H. Heijmans (Amsterdam School of Economics, University of Amsterdam, the Netherlands), Jan R. Magnus (Department of Econometrics and Operations Research, Vrije Universiteit Amsterdam, the Netherlands)
Summary
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
Read More ↓Edition Statements
- Publication Date:2019
Publication Statements
- Publisher(s):Cambridge University Press
- Place of Publication:Cambridge
- Language:eng
- Publication Date:2019
The Physical Object
- Description:Seiten cm
Edition Identifiers
- ISBN:9780521537452, 0521537452, 0521822882, 9780521822886
- oclc:on1045073652
- LC Classification:QA276.12
- Dewey Decimal:519.5
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