Large Sample Methods in Statistics: An Introduction with Applications

Capa
CRC Press, 4 de abr de 1994 - 400 páginas
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.
 

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Conteúdo

Stochastic Convergence
31
Weak Convergence and Central Limit Theorems
97
Large Sample Behavior of Empirical Distributions and
155
Asymptotic Behavior of Estimators and Test Statistics
201
Large Sample Theory for Categorical Data Models
247
Large Sample Theory for Regression Models
273
Invariance Principles in Large Sample Theory
327
References
371
Index
377
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