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Stochastic approximation and recursive estimation
 
Stochastic approximation and recursive estimation
eBook ISBN:  978-1-4704-4462-4
Product Code:  MMONO/47.E
List Price: $155.00
MAA Member Price: $139.50
AMS Member Price: $124.00
Stochastic approximation and recursive estimation
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Stochastic approximation and recursive estimation
eBook ISBN:  978-1-4704-4462-4
Product Code:  MMONO/47.E
List Price: $155.00
MAA Member Price: $139.50
AMS Member Price: $124.00
  • Book Details
     
     
    Translations of Mathematical Monographs
    Volume: 471976; 243 pp
    MSC: Primary 62;
  • Table of Contents
     
     
    • Chapters
    • Preface
    • Introduction
    • Elements of probability and martingales
    • Discrete time Markov processes
    • Markov processes and stochastic equations
    • Convergence of stochastic approximation procedures. I
    • Convergence of stochastic approximation procedures. II
    • Asymptotic normality of the Robbins-Monro procedure
    • Some modifications of stochastic approximation procedures
    • Recursive estimation (discrete time)
    • Recursive estimation (continuous time)
    • Recursive estimation with a control parameter
  • Requests
     
     
    Review Copy – for publishers of book reviews
    Permission – for use of book, eBook, or Journal content
    Accessibility – to request an alternate format of an AMS title
Volume: 471976; 243 pp
MSC: Primary 62;
  • Chapters
  • Preface
  • Introduction
  • Elements of probability and martingales
  • Discrete time Markov processes
  • Markov processes and stochastic equations
  • Convergence of stochastic approximation procedures. I
  • Convergence of stochastic approximation procedures. II
  • Asymptotic normality of the Robbins-Monro procedure
  • Some modifications of stochastic approximation procedures
  • Recursive estimation (discrete time)
  • Recursive estimation (continuous time)
  • Recursive estimation with a control parameter
Review Copy – for publishers of book reviews
Permission – for use of book, eBook, or Journal content
Accessibility – to request an alternate format of an AMS title
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