| 000 -LEADER |
|---|
| fixed length control field |
01811cam a2200277 i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
jomaaum |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20220106132419.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
180828t20192019enka b 001 0 eng c |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781107185920 |
|
|---|
| International Standard Book Number |
1107185920 |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA276 |
| Item number |
.M73 2019 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.54 |
| Edition number |
23 |
| Item number |
M926 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Moulin, Pierre, |
| Dates associated with a name |
1963- |
| Relator term |
author. |
| 9 (RLIN) |
44861 |
| 245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| Title |
Statistical inference for engineers and data scientists / |
| Statement of responsibility, etc |
Pierre Moulin, Venugopal V. Veeravalli |
| 260 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Cambridge, United Kingdom ; |
| -- |
New York, NY : |
| Name of publisher, distributor, etc |
Cambridge University Press, |
| Date of publication, distribution, etc |
2019. |
| 264 #4 - Publication, Copyright Notice (RDA) |
|---|
| Date of publication |
©2019 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxi, 399 p. ; |
| Dimensions |
26 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction -- Binary hypothesis testing -- Multiple hypothesis testing -- Composite hypothesis testing -- Signal detection -- Convex statistical distances -- Performance bounds for hypothesis testing -- Large deviations and error exponents for hypothesis testing -- Sequential and quickest change detection -- Detection of random processes -- Bayesian parameter estimation -- Minimum variance unbiased estimation -- Information Inequality and Cramér-Rao lower bounds -- Maximum likelihood estimation -- Signal estimation |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
"Statistical Inference for Engineers and Data Scientists A mathematically accessible and up-to-date introduction to the tools needed to address modern inference problems in engineering and data science, ideal for graduate students taking courses on statistical inference and detection and estimation, and an invaluable reference for researchers and professionals"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Mathematical statistics. |
|
|---|
| Topical term or geographic name as entry element |
Engineering |
| General subdivision |
Statistical methods. |
|
|---|
| Topical term or geographic name as entry element |
Quantitative research. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Veeravalli, Venugopal V., |
| Dates associated with a name |
1963- |
| Relator term |
author. |
| 9 (RLIN) |
44862 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Book |
