MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01979cam a22003858i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
22992132 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20231227124154.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
230228s2023 enk b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2023002178 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781009098502 (hardback) |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
DLC |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
001.422 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pressé, Steve, |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Data modeling for the sciences : |
| Remainder of title |
applications, basics, computations / |
| Statement of responsibility, etc. |
Steve Pressé, Ioannis Sgouralis. |
| 263 ## - PROJECTED PUBLICATION DATE |
|---|
| Projected publication date |
2306 |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Cambridge ; |
| -- |
New York, NY : |
| Name of producer, publisher, distributor, manufacturer |
Cambridge University Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
©2023. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xii, 415 pages |
| Dimensions |
25 cm. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Probabilistic modeling and inference -- Dynamical systems and Markov processes -- Likelihoods and latent variables -- Bayesian inference -- Computational inference -- Regression models -- Mixture models -- Hidden Markov models -- State-space models -- Continuous time models. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"This accessible guide to data modeling introduces basic probabilistic concepts, gradually building toward state-of-the art data modeling and analysis techniques. Aimed at students and researchers in the sciences, the text is self-contained and pedagogical, including practical examples and end of chapter problems"-- |
| Assigning source |
Provided by publisher. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Research |
| General subdivision |
Statistical methods. |
|
|---|
| Topical term or geographic name entry element |
Science |
| General subdivision |
Statistical methods. |
|
|---|
| Topical term or geographic name entry element |
Probabilities. |
|
|---|
| Topical term or geographic name entry element |
Mathematical statistics. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Sgouralis, Ioannis, |
| Relator term |
author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Online version: |
| Main entry heading |
Pressé, Steve. |
| Title |
Data modeling for the sciences |
| Place, publisher, and date of publication |
Cambridge ; New York, nY : Cambridge University Press, 2023 |
| International Standard Book Number |
9781009089555 |
| Record control number |
(DLC) 2023002179 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| c |
orignew |
| d |
1 |
| e |
ecip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |
| Suppress in OPAC |
No |
