These volumes present a selection of Erich L. Lehmann’s monumental contributions to Statistics. These works are multifaceted. His early work included fundamental contributions to hypothesis testing, theory of point estimation, and more generally to decision theory. His work in Nonparametric Statistics was groundbreaking. His fundamental contributions in this area include results that came to assuage the anxiety of statisticians that were skeptical of nonparametric methodologies, and his work on concepts of dependence has created a large literature. The two volumes are divided into chapters of related works. Invited contributors have critiqued the papers in each chapter, and the reprinted group of papers follows each commentary. A complete bibliography that contains links to recorded talks by Erich Lehmann – and which are freely accessible to thepublic – and a list of Ph.D. students are also included. These volumes belongin every statistician’s personal collection and are a required holding for any institutional library. Collects Lehmann's important papers in two convenient volumes. Includes complete bibliography. Includes commentaries by important statisticians working today. INDICE: Decision Theory. Hypothesis Testing. Estimation. Nonparametrics I.Nonparametrics II. Asymptotics. Multiple Decisions. Orderings of Probability Distributions. Probability Theory. Biographical Work. Historical Work. Philosophical Work. Books. PhD Students.
- ISBN: 978-1-4614-1411-7
- Editorial: Springer New York
- Encuadernacion: Cartoné
- Páginas: 1093
- Fecha Publicación: 28/01/2012
- Nº Volúmenes: 1
- Idioma: Inglés