MARC details
000 -LEADER |
fixed length control field |
03096cam a2200481 i 4500 |
001 - CONTROL NUMBER |
control field |
on1144942531 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
OCoLC |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20240726105134.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
190604s2020 mdu ob 001 0 eng d |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
P@U |
Language of cataloging |
eng |
Description conventions |
rda |
-- |
pn |
Transcribing agency |
P@U |
Modifying agency |
NT |
-- |
OCLCO |
-- |
YDX |
-- |
EBLCP |
-- |
YDXIT |
-- |
OCLCQ |
-- |
UX1 |
-- |
YDXIT |
-- |
OCLCF |
-- |
UKAHL |
-- |
OCLCQ |
-- |
OCLCA |
-- |
OCLCQ |
-- |
K6U |
-- |
OCLCO |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781421436722 |
Qualifying information |
|
050 04 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
RC523 |
Item number |
.F863 2020 |
049 ## - LOCAL HOLDINGS (OCLC) |
Holding library |
MAIN |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Irimata, Katherine E., |
Dates associated with a name |
1990- |
Relator term |
Author |
245 10 - TITLE STATEMENT |
Title |
Fundamental statistical methods for analysis of Alzheimer's and other neurodegenerative diseases /Katherine E. Irimata, Brittany N. Dugger, Jeffrey R. Wilson. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. |
Place of publication, distribution, etc. |
Baltimore, Maryland : |
Name of publisher, distributor, etc. |
Johns Hopkins University Press, |
Date of publication, distribution, etc. |
(c)2020. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
1 online resource |
336 ## - CONTENT TYPE |
Content type term |
text |
Content type code |
txt |
Source |
rdacontent |
337 ## - MEDIA TYPE |
Media type term |
computer |
Media type code |
c |
Source |
rdamedia |
338 ## - CARRIER TYPE |
Carrier type term |
online resource |
Carrier type code |
cr |
Source |
rdacarrier |
347 ## - DIGITAL FILE CHARACTERISTICS |
File type |
data file |
Source |
rda |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc. note |
Includes bibliographies and index. |
505 00 - FORMATTED CONTENTS NOTE |
Formatted contents note |
Introduction to Statistical Software and Alzheimer's Data -- |
Title |
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 0# - SUMMARY, ETC. |
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"-- |
Assigning source |
|
530 ## - COPYRIGHT INFORMATION: |
COPYRIGHT INFORMATION |
COPYRIGHT NOT covered - Click this link to request copyright permission: |
Uniform Resource Identifier |
<a href="b">b</a> |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Alzheimer's disease. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Biometry. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Nervous system |
General subdivision |
Degeneration. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Statistics. |
650 12 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Statistics as Topic |
650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Neurodegenerative Diseases |
650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Alzheimer Disease |
650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Biometry |
655 #1 - INDEX TERM--GENRE/FORM |
Genre/form data or focus term |
Electronic Books. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Wilson, Jeffrey |
Relator term |
|
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Dugger, Brittany N. |
Dates associated with a name |
1982- |
Relator term |
|
700 1# - ADDED ENTRY--PERSONAL NAME |
Fuller form of name |
(Jeffrey R.), |
700 1# - ADDED ENTRY--PERSONAL NAME |
Fuller form of name |
(Brittany Nicole), |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
<a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2266289&site=eds-live&custid=s3260518">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2266289&site=eds-live&custid=s3260518</a> |
-- |
Click to access digital title | log in using your CIU ID number and my.ciu.edu password |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Koha item type |
Online Book (LOGIN USING YOUR MY CIU LOGIN AND PASSWORD) |
DONATED BY: |
|
VENDOR |
EBSCO |
Classification part |
RC |
PUBLICATION YEAR |
2020 |
LOCATION |
ONLINE |
REQUESTED BY: |
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-- |
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-- |
NFIC |
Source of classification or shelving scheme |
|
994 ## - |
-- |
92 |
-- |
NT |
902 ## - LOCAL DATA ELEMENT B, LDB (RLIN) |
a |
1 |
b |
Cynthia Snell |
c |
1 |
d |
Cynthia Snell |