High Dimensional Probability III:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Basel
Birkhäuser Basel
2003
|
| Series: | Progress in Probability
55 |
| Subjects: | |
| Online Access: | Volltext |
| Item Description: | The title High Dimensional Probability is an attempt to describe the many trib utaries of research on Gaussian processes and probability in Banach spaces that started in the early 1970's. In each of these fields it is necessary to consider large classes of stochastic processes under minimal conditions. There are rewards in re search of this sort. One can often gain deep insights, even about familiar processes, by stripping away details that in hindsight turn out to be extraneous. Many of the problems that motivated researchers in the 1970's were solved. But the powerful new tools created for their solution, such as randomization, isoperimetry, concentration of measure, moment and exponential inequalities, chaining, series representations and decoupling turned out to be applicable to other important areas of probability. They led to significant advances in the study of empirical processes and other topics in theoretical statistics and to a new ap proach to the study of aspects of Levy processes and Markov processes in general. Papers on these topics as well as on the continuing study of Gaussian processes and probability in Banach are included in this volume |
| Physical Description: | 1 Online-Ressource (VIII, 346 p) |
| ISBN: | 9783034880596 9783034894234 |
| DOI: | 10.1007/978-3-0348-8059-6 |
Staff View
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Record in the Search Index
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:21:10Z |
| institution | BVB |
| isbn | 9783034880596 9783034894234 |
| language | English |
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| physical | 1 Online-Ressource (VIII, 346 p) |
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| series2 | Progress in Probability |
| spelling | Hoffmann-Jørgensen, Jørgen Verfasser aut High Dimensional Probability III edited by Jørgen Hoffmann-Jørgensen, Jon A. Wellner, Michael B. Marcus Basel Birkhäuser Basel 2003 1 Online-Ressource (VIII, 346 p) txt rdacontent c rdamedia cr rdacarrier Progress in Probability 55 The title High Dimensional Probability is an attempt to describe the many trib utaries of research on Gaussian processes and probability in Banach spaces that started in the early 1970's. In each of these fields it is necessary to consider large classes of stochastic processes under minimal conditions. There are rewards in re search of this sort. One can often gain deep insights, even about familiar processes, by stripping away details that in hindsight turn out to be extraneous. Many of the problems that motivated researchers in the 1970's were solved. But the powerful new tools created for their solution, such as randomization, isoperimetry, concentration of measure, moment and exponential inequalities, chaining, series representations and decoupling turned out to be applicable to other important areas of probability. They led to significant advances in the study of empirical processes and other topics in theoretical statistics and to a new ap proach to the study of aspects of Levy processes and Markov processes in general. Papers on these topics as well as on the continuing study of Gaussian processes and probability in Banach are included in this volume Mathematics Distribution (Probability theory) Statistics Measure and Integration Probability Theory and Stochastic Processes Statistics, general Mathematik Statistik Wellner, Jon A. Sonstige oth Marcus, Michael B. Sonstige oth https://doi.org/10.1007/978-3-0348-8059-6 Verlag Volltext |
| spellingShingle | Hoffmann-Jørgensen, Jørgen High Dimensional Probability III Mathematics Distribution (Probability theory) Statistics Measure and Integration Probability Theory and Stochastic Processes Statistics, general Mathematik Statistik |
| title | High Dimensional Probability III |
| title_auth | High Dimensional Probability III |
| title_exact_search | High Dimensional Probability III |
| title_full | High Dimensional Probability III edited by Jørgen Hoffmann-Jørgensen, Jon A. Wellner, Michael B. Marcus |
| title_fullStr | High Dimensional Probability III edited by Jørgen Hoffmann-Jørgensen, Jon A. Wellner, Michael B. Marcus |
| title_full_unstemmed | High Dimensional Probability III edited by Jørgen Hoffmann-Jørgensen, Jon A. Wellner, Michael B. Marcus |
| title_short | High Dimensional Probability III |
| title_sort | high dimensional probability iii |
| topic | Mathematics Distribution (Probability theory) Statistics Measure and Integration Probability Theory and Stochastic Processes Statistics, general Mathematik Statistik |
| topic_facet | Mathematics Distribution (Probability theory) Statistics Measure and Integration Probability Theory and Stochastic Processes Statistics, general Mathematik Statistik |
| url | https://doi.org/10.1007/978-3-0348-8059-6 |
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