Large Sample Methods in Statistics (1994)
An Introduction with Applications
Seiten
2019
CRC Press (Verlag)
978-1-138-56081-9 (ISBN)
CRC Press (Verlag)
978-1-138-56081-9 (ISBN)
This text bridges the gap between sound theoretcial developments and practical, fruitful methodology by providing solid justification for standard symptotic statistical methods. It contains a unified survey of standard large sample theory and provides access to more complex statistical models that arise in diverse practical applications.
Pranab Kumar Sen is a statistician, a professor of statistics and the Cary C. Boshamer Professor of Biostatistics at the University of North Carolina at Chapel Hill.
1 Objectives and Scope: General Introduction 2 Stochastic Convergence 3 Weak Convergence and Central Limit Theorems 4 Large Sample Behavior of Empirical Distributions and Order Statistics 5 Asymptotic Behavior of Estimators and Test Statistics 6 Large Sample Theory for Categorical Data Models 7 Large Sample Theory for Regression Models 8 Invariance Principles in Large Sample Theory
| Erscheinungsdatum | 21.02.2019 |
|---|---|
| Reihe/Serie | CRC Press Revivals |
| Verlagsort | London |
| Sprache | englisch |
| Maße | 156 x 234 mm |
| Gewicht | 453 g |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Statistik |
| Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
| ISBN-10 | 1-138-56081-2 / 1138560812 |
| ISBN-13 | 978-1-138-56081-9 / 9781138560819 |
| Zustand | Neuware |
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