Fundamental statistical methods for analysis of Alzheimer's and other neurodegenerative diseases /Katherine E. Irimata, Brittany N. Dugger, Jeffrey R. Wilson. (Record no. 90246)

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:
--
-- 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
Holdings
Withdrawn status Lost status Damaged status Not for loan Collection Home library Current library Shelving location Date acquired Source of acquisition Total Checkouts Full call number Barcode Date last seen Uniform Resource Identifier Price effective from Koha item type
        Non-fiction G. Allen Fleece Library G. Allen Fleece Library ONLINE 07/07/2023 EBSCO   RC523 on1144942531 07/07/2023 https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2266289&site=eds-live&custid=s3260518 07/07/2023 Online Book (LOGIN USING YOUR MY CIU LOGIN AND PASSWORD)