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Weak Convergence of Stochastic Processes|Vidyadhar S. Mandrekar

Weak Convergence of Stochastic Processes : With Applications to Statistical Limit Theorems

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Overview

The purpose of this book is to present results on the subject of weak convergence in function spaces to study invariance principles in statistical applications to dependent random variables, U-statistics, censor data analysis. Different techniques, formerly available only in a broad range of literature, are for the first time presented here in a self-contained fashion.

Contents:
Weak convergence of stochastic processes
Weak convergence in metric spaces
Weak convergence on C[0, 1] and D[0,∞)
Central limit theorem for semi-martingales and applications
Central limit theorems for dependent random variables
Empirical process
Bibliography

Details

  • ISBN-13: 9783110475425
  • ISBN-10: 3110475421
  • Publisher: de Gruyter
  • Publish Date: September 2016
  • Dimensions: 9.4 x 6.7 x 0.4 inches
  • Shipping Weight: 0.65 pounds
  • Page Count: 148

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