15. Parameter Estimation

  1. Stuart A. Klugman1,
  2. Harry H. Panjer2 and
  3. Gordon E. Willmot2

Published Online: 30 JAN 2012

DOI: 10.1002/9780470391341.ch15

Loss Models: From Data to Decisions, Third Edition

Loss Models: From Data to Decisions, Third Edition

How to Cite

Klugman, S. A., Panjer, H. H. and Willmot, G. E. (2008) Parameter Estimation, in Loss Models: From Data to Decisions, Third Edition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470391341.ch15

Author Information

  1. 1

    Drake University

  2. 2

    University of Waterloo

Publication History

  1. Published Online: 30 JAN 2012
  2. Published Print: 21 SEP 2008

ISBN Information

Print ISBN: 9780470187814

Online ISBN: 9780470391341

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Keywords:

  • parameter estimation;
  • percentile matching;
  • maximum likelihood estimation;
  • grouped data;
  • Bayesian estimation

Summary

This chapter contains sections titled:

  • Method of Moments and Percentile Matching

  • Maximum Likelihood Estimation

  • Variance and Interval Estimation

  • Non-Normal Confidence Intervals

  • Bayesian Estimation

  • Estimation for Discrete Distributions