Book Volume 0 2010

Large Sample Techniques for Statistics

Authors:

ISBN: 978-1-4419-6826-5 (Print) 978-1-4419-6827-2 (Online)

Table of contents (15 chapters)

  1. Front Matter

    Pages 1-17

  2. No Access

    Chapter

    Pages 1-18

    The ε-δ Arguments

  3. No Access

    Chapter

    Pages 19-49

    Modes of Convergence

  4. No Access

    Chapter

    Pages 51-79

    Big O, Small o, and the Unspecified c

  5. No Access

    Chapter

    Pages 81-126

    Asymptotic Expansions

  6. No Access

    Chapter

    Pages 127-171

    Inequalities

  7. No Access

    Chapter

    Pages 173-213

    Sums of Independent Random Variables

  8. No Access

    Chapter

    Pages 215-238

    Empirical Processes

  9. No Access

    Chapter

    Pages 239-281

    Martingales

  10. No Access

    Chapter

    Pages 283-315

    Time and Spatial Series

  11. No Access

    Chapter

    Pages 317-355

    Stochastic Processes

  12. No Access

    Chapter

    Pages 357-391

    Nonparametric Statistics

  13. No Access

    Chapter

    Pages 393-431

    Mixed Effects Models

  14. No Access

    Chapter

    Pages 433-470

    Small-Area Estimation

  15. No Access

    Chapter

    Pages 471-521

    Jackknife and Bootstrap

  16. No Access

    Chapter

    Pages 523-551

    Markov-Chain Monte Carlo

  17. Back Matter

    Pages 553-609