MARC details
| 000 -LEADER |
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| fixed length control field |
04247cam a2200697 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
on1144942531 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20220712100033.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION |
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| fixed length control field |
m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr cnu---unuuu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
190604s2020 mdu ob 001 0 eng d |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
P@U |
| Language of cataloging |
eng |
| Description conventions |
rda |
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pn |
| Transcribing agency |
P@U |
| Modifying agency |
N$T |
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OCLCO |
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YDX |
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EBLCP |
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YDXIT |
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OCLCQ |
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UX1 |
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YDXIT |
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OCLCF |
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UKAHL |
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OCLCQ |
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OCLCA |
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OCLCQ |
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K6U |
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OCLCO |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781421436722 |
| Qualifying information |
(electronic book) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
1421436728 |
| Qualifying information |
(electronic book) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
9781421436715 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
142143671X |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(OCoLC)1144942531 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
RC523 |
| Item number |
.I75 2020 |
| 060 #4 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER |
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| Classification number |
WA 950 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
616.8/31100727 |
| Edition number |
23 |
| 049 ## - LOCAL HOLDINGS (OCLC) |
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| Holding library |
MAIN |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Irimata, Katherine E., |
| Dates associated with a name |
1990- |
| Relator term |
author. |
| 9 (RLIN) |
1251548 |
| 245 10 - TITLE STATEMENT |
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| Title |
Fundamental statistical methods for analysis of Alzheimer's and other neurodegenerative diseases / |
| Statement of responsibility, etc |
Katherine E. Irimata, Brittany N. Dugger, Jeffrey R. Wilson. |
| 264 #1 - |
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| -- |
Baltimore, Maryland : |
| -- |
Johns Hopkins University Press, |
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2020. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 online resource |
| 336 ## - |
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| -- |
text |
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txt |
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rdacontent |
| 337 ## - |
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computer |
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c |
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rdamedia |
| 338 ## - |
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online resource |
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cr |
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rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Introduction to Statistical Software and Alzheimer's Data -- Review of Introductory Statistical Methods -- Generalized Linear Models -- Hierarchical Regression Models for Continuous Responses -- Hierarchical Logistic Regression Models -- Bayesian Regression Models -- Multiple Membership Models -- Survival Data Analysis -- Modeling Responses with Time-Dependent Covariates -- Joint Modeling of Mean and Dispersion -- Neural Networks and Other Machine Learning Techniques for Big Data -- Case Study. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
"This book explains statistical techniques commonly used in analyzing data for Alzheimer's and other neurodegenerative diseases, and it presents examples from real-world applications in an effort to make the techniques useful for professionals and students. The book leads readers through the steps of conducting multivariate analyses while adjusting for correlation or the hierarchical structure of data in prediction and inferences. Techniques such as spatial analysis, Bayesian analysis, and time-dependent covariates are included. Several data sets from the National Alzheimer's Coordinating Center are analyzed with statistical software commonly used by Alzheimer's researchers, and the results are shown to readers by way of illustration"-- |
| -- |
Provided by publisher |
| 588 0# - |
|---|
| -- |
Online resource; title from digital title page (viewed on April 13, 2020). |
| 590 ## - LOCAL NOTE (RLIN) |
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| Local note |
eBooks on EBSCOhost |
| Provenance (VM) [OBSOLETE] |
EBSCO eBook Subscription Academic Collection - Worldwide |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Alzheimer's disease. |
| 9 (RLIN) |
77026 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Biometry. |
| 9 (RLIN) |
128947 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Nervous system |
| General subdivision |
Degeneration. |
| 9 (RLIN) |
144489 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Statistics. |
| 9 (RLIN) |
29514 |
| 650 12 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Statistics as Topic |
| 9 (RLIN) |
582214 |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Neurodegenerative Diseases |
| 9 (RLIN) |
858802 |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Alzheimer Disease |
| 9 (RLIN) |
112045 |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Biometry |
| 9 (RLIN) |
128947 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Maladie d'Alzheimer. |
| 9 (RLIN) |
883162 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Biométrie. |
| 9 (RLIN) |
885274 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Statistiques. |
| 9 (RLIN) |
513 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
biometrics. |
| Source of heading or term |
aat |
| 9 (RLIN) |
69996 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Alzheimer's disease. |
| Source of heading or term |
fast |
| -- |
(OCoLC)fst00806532 |
| 9 (RLIN) |
77026 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Biometry. |
| Source of heading or term |
fast |
| -- |
(OCoLC)fst00832611 |
| 9 (RLIN) |
128947 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Nervous system |
| General subdivision |
Degeneration. |
| Source of heading or term |
fast |
| -- |
(OCoLC)fst01036090 |
| 9 (RLIN) |
144489 |
| 655 #0 - INDEX TERM--GENRE/FORM |
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| Genre/form data or focus term |
Electronic books. |
| 655 #4 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Wilson, Jeffrey |
| Fuller form of name |
(Jeffrey R.), |
| Relator term |
author. |
| 9 (RLIN) |
858803 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Dugger, Brittany N. |
| Fuller form of name |
(Brittany Nicole), |
| Dates associated with a name |
1982- |
| Relator term |
author. |
| 9 (RLIN) |
858804 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Print version: |
| Main entry heading |
Irimata, Katherine E., 1990- |
| Title |
Fundamental statistical methods for analysis of Alzheimer's and other neurodegenerative diseases. |
| Place, publisher, and date of publication |
Baltimore, Maryland : Johns Hopkins University Press, 2020 |
| Record control number |
(DLC) 2019020304 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
<a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2266289">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2266289</a> |
| 938 ## - |
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Askews and Holts Library Services |
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ASKH |
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AH36704549 |
| 938 ## - |
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ProQuest Ebook Central |
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EBLB |
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EBL6134558 |
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EBSCOhost |
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EBSC |
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2266289 |
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Project MUSE |
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MUSE |
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muse81814 |
| 938 ## - |
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YBP Library Services |
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YANK |
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16688274 |
| 994 ## - |
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92 |
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INOPJ |
