Empirical Likelihood

Discover the innovative techniques of empirical likelihood in "Empirical Likelihood" by Art B. Owen, published by Taylor & Francis Inc in 2001. This comprehensive hardcover book spans 324 pages and delves into the application of empirical likelihood methods across a wide range of statistical problems. From establishing confidence regions for univariate means under independent and identically distributed (IID) sampling to tackling complex issues involving smooth functions of means, regression models, and generalized linear models, this book is an essential resource for anyone interested in estimation theory and mathematical statistics. Additionally, it addresses challenges related to sampling with non-identically distributed data, making it a valuable addition to your statistical toolkit. Enhance your understanding of probability and statistics with this insightful guide that bridges theory and practical application.