From finite sample to asymptotic methods in statistics
Informations portées sur la 4è de couverture : "Exact statistical inference may be employed in diverse fields of science and technology. As problems become more complex and sample sizes become larger, mathematical and computational difficulties can arise that require the use of approximate stat...
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Auteurs principaux : | , , |
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Format : | Livre |
Langue : | anglais |
Titre complet : | From finite sample to asymptotic methods in statistics / Pranab K. Sen, Julio M. Singer, Antonio C. Pedroso de Lima |
Publié : |
Cambridge, UK, New York :
Cambridge University Press
, 2010 |
Description matérielle : | 1 vol. (xii- 386 p.) |
Collection : | Cambridge series in statistical and probabilistic mathematics (Print) |
Sujets : |
- Motivation and basic tools
- Estimation theory
- Hypothesis testing
- Elements of statistical decision theory
- Stochastic processes: an overview
- Stochastic convergence and probability inequalities
- Asymptotic distributions
- Asymptotic behavior of estimators and tests
- Categorical data models
- Regression models
- Weak convergence and Gaussian processes