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Though Stein's method for normal approximation is now mature, the literature has so far lacked a complete self contained treatment. This volume contains thorough coverage of the method¿s fundamentals, includes a large number of recent developments in both theory and applications, and will help accelerate the appreciation, understanding, and use of Stein's method by providing the reader with the tools needed to apply it in new situations. It addresses researchers as well as graduate students in Probability, Statistics and Combinatorics.
Though Stein's method for normal approximation is now mature, the literature has so far lacked a complete self contained treatment. This volume contains thorough coverage of the method¿s fundamentals, includes a large number of recent developments in both theory and applications, and will help accelerate the appreciation, understanding, and use of Stein's method by providing the reader with the tools needed to apply it in new situations. It addresses researchers as well as graduate students in Probability, Statistics and Combinatorics.
Louis Chen's research interests are in probability and computational biology, focusing largely on Stein's method. He is well-known for his pioneering work on Poisson approximation. He is an elected Fellow of the Institute of Mathematical Statistics and of the Academy of Sciences for the Developing World. He has also served as Associate Editor of Statistica Sinica and Bernoulli.
Larry Goldstein has studied Stein's method since 1989, and is a noted researcher in the field. He was elected Fellow of the Institute of Mathematical Statistics in 2003, and serves on the editorial board of Bernoulli.
Qi-Man Shao has been working on limit theory in probability and statistics, especially on self-normalized large and moderate deviations and Stein's method for normal and non-normal approximation. He is an invited speaker (45 minutes) at the International Congress of Mathematicians 2010. He is an elected Fellow of the Institute of Mathematical Statistics, and has served on the editorial board of The Annals of Statistics and The Annals of Applied Probability.
First book that presents a complete self-contained treatment of Stein's method
Includes many recent applications
Important reference for researchers and suitable for graduate student seminars
Includes supplementary material: [...]
| Medium: | Taschenbuch |
|---|---|
| Seiten: | 420 |
| Reihe: | Probability and Its Applications |
| Inhalt: |
xii
408 S. 3 s/w Illustr. 408 p. 3 illus. |
| ISBN-13: | 9783642265655 |
| ISBN-10: | 3642265650 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Chen, Louis H. Y.
Shao, Qi-Man Goldstein, Larry |
| Auflage: | 2011 |
| Hersteller: |
Springer-Verlag GmbH
Springer Berlin Heidelberg Probability and Its Applications |
| Maße: | 235 x 155 x 23 mm |
| Von/Mit: | Louis H. Y. Chen (u. a.) |
| Erscheinungsdatum: | 01.12.2012 |
| Gewicht: | 0,633 kg |
Louis Chen's research interests are in probability and computational biology, focusing largely on Stein's method. He is well-known for his pioneering work on Poisson approximation. He is an elected Fellow of the Institute of Mathematical Statistics and of the Academy of Sciences for the Developing World. He has also served as Associate Editor of Statistica Sinica and Bernoulli.
Larry Goldstein has studied Stein's method since 1989, and is a noted researcher in the field. He was elected Fellow of the Institute of Mathematical Statistics in 2003, and serves on the editorial board of Bernoulli.
Qi-Man Shao has been working on limit theory in probability and statistics, especially on self-normalized large and moderate deviations and Stein's method for normal and non-normal approximation. He is an invited speaker (45 minutes) at the International Congress of Mathematicians 2010. He is an elected Fellow of the Institute of Mathematical Statistics, and has served on the editorial board of The Annals of Statistics and The Annals of Applied Probability.
First book that presents a complete self-contained treatment of Stein's method
Includes many recent applications
Important reference for researchers and suitable for graduate student seminars
Includes supplementary material: [...]
| Medium: | Taschenbuch |
|---|---|
| Seiten: | 420 |
| Reihe: | Probability and Its Applications |
| Inhalt: |
xii
408 S. 3 s/w Illustr. 408 p. 3 illus. |
| ISBN-13: | 9783642265655 |
| ISBN-10: | 3642265650 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Chen, Louis H. Y.
Shao, Qi-Man Goldstein, Larry |
| Auflage: | 2011 |
| Hersteller: |
Springer-Verlag GmbH
Springer Berlin Heidelberg Probability and Its Applications |
| Maße: | 235 x 155 x 23 mm |
| Von/Mit: | Louis H. Y. Chen (u. a.) |
| Erscheinungsdatum: | 01.12.2012 |
| Gewicht: | 0,633 kg |
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