The Resource SPSS for starters, Part 2, Ton J. Cleophas, Aeilko H. Zwinderman

SPSS for starters, Part 2, Ton J. Cleophas, Aeilko H. Zwinderman

Label
SPSS for starters, Part 2
Title
SPSS for starters
Title number
Part 2
Statement of responsibility
Ton J. Cleophas, Aeilko H. Zwinderman
Creator
Contributor
Provider
Subject
Language
eng
Summary
The first part of this title contained all statistical tests that are relevant for starters on SPSS, and included standard parametric and non-parametric tests for continuous and binary variables, regression methods, trend tests, and reliability and validity assessments of diagnostic tests. The current part 2 of this title reviews multistep methods, multivariate models, assessments of missing data, performance of diagnostic tests, meta-regression, Poisson regression, confounding and interaction, and survival analyses using log tests and segmented time-dependent Cox regression. Methods for assessing non linear models, data seasonality, distribution free methods, including Monte Carlo methods and artificial intelligence, and robust tests are also covered. Each method of testing is explained using a data example from clinical practice,including every step in SPSS, and a text with interpretations of the results and hints convenient for data reporting. In order to facilitate the use of this cookbook the data files of the examples is made available by the editor through extras.springer.com. Both part 1 and 2 of this title contain a minima amount of text and maximal technical details, but we believe that this property will not refrain students from mastering the SPSS software systematics, and that, instead, it will be a help to that aim. Yet, we recommend that it will used together with the textbook "Statistics Applied to Clinical Trials" (5th edition, Springer, Dordrecht 2012) and the e-books "Statistics on a Pocket Calculator Part 1 and 2 (Springer, Dordrecht, 2011 and 2012) from the same authors
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Cleophas, Ton J. M
Image bit depth
0
LC call number
QA276.4
LC item number
.C54 2012eb
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Zwinderman, Aeilko H
Series statement
SpringerBriefs in Statistics,
http://library.link/vocab/subjectName
  • Electronic Data Processing
  • Mathematics
  • Software
  • Statistics
  • Mathematical statistics
  • MATHEMATICS
  • Mathematical statistics
Label
SPSS for starters, Part 2, Ton J. Cleophas, Aeilko H. Zwinderman
Instantiates
Publication
Note
Includes index
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Poisson Regression
  • Confounding
  • Interaction, Random Effect Analysis of Variance
  • Log Rank Testing
  • Segmented Cox Regression
  • Curvilinear Estimation
  • Loess and Spline Modeling
  • Assessing Seasonality
  • Monte Carlo Tests and Bootstraps for Analysis of Complex Data
  • Artificial Intelligence
  • Multistage Regression
  • Robust Testing
  • Multivariate Analysis Using Path Statistics
  • Multivariate Analysis of Variance
  • Categorical Data
  • Multinomial Logistic Regression
  • Missing Data Imputation
  • Comparing the Performance of Diagnostic Tests
  • Meta-Regression
Dimensions
unknown
Extent
1 online resource (ix, 104 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9789400748040
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-94-007-4804-0
Other physical details
illustrations.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)800729346
  • (OCoLC)ocn800729346
Label
SPSS for starters, Part 2, Ton J. Cleophas, Aeilko H. Zwinderman
Publication
Note
Includes index
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Poisson Regression
  • Confounding
  • Interaction, Random Effect Analysis of Variance
  • Log Rank Testing
  • Segmented Cox Regression
  • Curvilinear Estimation
  • Loess and Spline Modeling
  • Assessing Seasonality
  • Monte Carlo Tests and Bootstraps for Analysis of Complex Data
  • Artificial Intelligence
  • Multistage Regression
  • Robust Testing
  • Multivariate Analysis Using Path Statistics
  • Multivariate Analysis of Variance
  • Categorical Data
  • Multinomial Logistic Regression
  • Missing Data Imputation
  • Comparing the Performance of Diagnostic Tests
  • Meta-Regression
Dimensions
unknown
Extent
1 online resource (ix, 104 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9789400748040
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-94-007-4804-0
Other physical details
illustrations.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)800729346
  • (OCoLC)ocn800729346

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