Estimation theory

45 titles from
Bootstrap Methods and their Application

This book on statistical methods was first published in 1997 and has code on a supporting website.

The EM Algorithm and Extensions
Wiley (2007)

The only single-source——now completely updated and revised——to offer a unified treatment of the...

Parameter Estimation and Inverse Problems

Parameter Estimation and Inverse Problems, Second Edition provides geoscience students and...

Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB
Wiley (2011)

This book takes a fresh look at the popular and well-established method of maximum likelihood for...

Bootstrap Methods: A Guide for Practitioners and Researchers

Bootstrap Methods

A Guide for Practitioners and Researchers

Wiley (2008)

A practical and accessible introduction to the bootstrap method——newly revised and updated Over...

Mathematical Statistics and Stochastic Processes
Wiley (2013)

Generally, books on mathematical statistics are restricted to the case of independent identically...

An Introduction to Bootstrap Methods with Applications to R
Wiley (2013)

A comprehensive introduction to bootstrap methods in the R programming environment Bootstrap...

Parameter Estimation and Inverse Problems

Parameter Estimation and Inverse Problems primarily serves as a textbook for advanced undergraduate...

Introduction to Robust Estimation and Hypothesis Testing

This revised book provides a thorough explanation of the foundation of robust methods, incorporating...

The EM Algorithm and Related Statistical Models
CRC Press (2003)

Exploring the application and formulation of the EM algorithm, The EM Algorithm and Related...