MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01902cam a22003258i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
CUTN |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20190822122045.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
180828s2019 enk 000 0 eng c |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781107185920 |
| 041 ## - LANGUAGE CODE |
|---|
| Language |
English |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.54 |
| Edition number |
23 |
| Item number |
MOU |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Moulin, Pierre, |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Statistical inference for engineers and data scientists / |
| Statement of responsibility, etc |
Pierre Moulin (University of Illinois, Urbana-Champaign), Venugopal Veeravalli (University of Illinois, Urbana-Champaign). |
| 260 ## - 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 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
pages cm |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Title |
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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Engineering |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Quantitative research. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Veeravalli, Venugopal V., |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
General Books |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Dates associated with a name |
1963- |
| Relator term |
author. |
| 263 ## - PROJECTED PUBLICATION DATE |
|---|
| Projected publication date |
1811 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| General subdivision |
Statistical methods. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Dates associated with a name |
1963- |
| Relator term |
author. |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| c |
orignew |
| d |
1 |
| e |
ecip |
| f |
20 |
| g |
y-gencatlg |
