SlideShare a Scribd company logo
1 of 29
Reliability and Validity testing using SAS/STAT Andrea Roofe Ph.D. Candidate, Florida International University SAS ®  Student Ambassador 2008
Reliability ,[object Object],10 lbs of feathers 10 lbs of steel =
Validity ,[object Object],[object Object],[object Object]
Research Questions ,[object Object],[object Object],[object Object],[object Object]
The Process  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Instrument Development ,[object Object],[object Object],[object Object],[object Object],[object Object]
Descriptives ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Reliability Analysis Code ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Reliability Analysis Results
Factor Analysis Factor 1 Factor 2 Variable 1 Variable 2 Variable 3 Variable 4 Variable 5 Variable 6 Variable 7
Factor Analysis options ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Factor Analysis ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Factor Analysis Results ,[object Object],[object Object],[object Object],[object Object]
 
Logistic Regression ,[object Object],[object Object],[object Object]
Logistic Analysis Code ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
Discriminant Analysis ,[object Object],[object Object],[object Object]
Discriminant Analysis Code ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Discriminant Analysis-Selection of Significant Variables   ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Study Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object]
Methodology Summary ,[object Object],[object Object],4.  Validity Task Step SAS Tool PROC CORR, ALPHA 3.  Data Reduction PROC FACTOR PROC DISCRIM PROC LOGISTIC
Thank you
 

More Related Content

Similar to SAS Global Forum 2008 presentation

Training in Analytics, R and Social Media Analytics
Training in Analytics, R and Social Media AnalyticsTraining in Analytics, R and Social Media Analytics
Training in Analytics, R and Social Media AnalyticsAjay Ohri
 
Doctoral Thesis Dissertation 2014-03-20 @PoliMi
Doctoral Thesis Dissertation 2014-03-20 @PoliMiDoctoral Thesis Dissertation 2014-03-20 @PoliMi
Doctoral Thesis Dissertation 2014-03-20 @PoliMiDavide Chicco
 
Robustness testing
Robustness testingRobustness testing
Robustness testingCS, NcState
 
Get up to Speed (Quick Guide to data.table in R and Pentaho PDI)
Get up to Speed (Quick Guide to data.table in R and Pentaho PDI)Get up to Speed (Quick Guide to data.table in R and Pentaho PDI)
Get up to Speed (Quick Guide to data.table in R and Pentaho PDI)Serban Tanasa
 
Simple rules for building robust machine learning models
Simple rules for building robust machine learning modelsSimple rules for building robust machine learning models
Simple rules for building robust machine learning modelsKyriakos Chatzidimitriou
 
Cancer genomics big_datascience_meetup_july_14_2014
Cancer genomics big_datascience_meetup_july_14_2014Cancer genomics big_datascience_meetup_july_14_2014
Cancer genomics big_datascience_meetup_july_14_2014Shyam Sarkar
 
ISSTA 2017 Impact Paper Award Presentation
ISSTA 2017 Impact Paper Award PresentationISSTA 2017 Impact Paper Award Presentation
ISSTA 2017 Impact Paper Award PresentationAlex Orso
 
Bringing OpenClinica Data into SAS
Bringing OpenClinica Data into SASBringing OpenClinica Data into SAS
Bringing OpenClinica Data into SASRick Watts
 
Optimizing Data Extracts from Oracle Clinical SAS Views
Optimizing Data Extracts from Oracle Clinical SAS ViewsOptimizing Data Extracts from Oracle Clinical SAS Views
Optimizing Data Extracts from Oracle Clinical SAS Viewsrajopadhye
 
METODOLOGIA DEA EN STATA
METODOLOGIA DEA EN STATAMETODOLOGIA DEA EN STATA
METODOLOGIA DEA EN STATALuhSm
 
Appium TestNG Framework and Multi-Device Automation Execution
Appium TestNG Framework and Multi-Device Automation ExecutionAppium TestNG Framework and Multi-Device Automation Execution
Appium TestNG Framework and Multi-Device Automation ExecutionpCloudy
 
Query-porcessing-& Query optimization
Query-porcessing-& Query optimizationQuery-porcessing-& Query optimization
Query-porcessing-& Query optimizationSaranya Natarajan
 
HEPData Open Repositories 2016 Talk
HEPData Open Repositories 2016 TalkHEPData Open Repositories 2016 Talk
HEPData Open Repositories 2016 TalkEamonn Maguire
 
(DAT311) Large-Scale Genomic Analysis with Amazon Redshift
(DAT311) Large-Scale Genomic Analysis with Amazon Redshift(DAT311) Large-Scale Genomic Analysis with Amazon Redshift
(DAT311) Large-Scale Genomic Analysis with Amazon RedshiftAmazon Web Services
 
Rattle Graphical Interface for R Language
Rattle Graphical Interface for R LanguageRattle Graphical Interface for R Language
Rattle Graphical Interface for R LanguageMajid Abdollahi
 

Similar to SAS Global Forum 2008 presentation (20)

SAS Notes
SAS NotesSAS Notes
SAS Notes
 
Training in Analytics, R and Social Media Analytics
Training in Analytics, R and Social Media AnalyticsTraining in Analytics, R and Social Media Analytics
Training in Analytics, R and Social Media Analytics
 
264finalppt (1)
264finalppt (1)264finalppt (1)
264finalppt (1)
 
Doctoral Thesis Dissertation 2014-03-20 @PoliMi
Doctoral Thesis Dissertation 2014-03-20 @PoliMiDoctoral Thesis Dissertation 2014-03-20 @PoliMi
Doctoral Thesis Dissertation 2014-03-20 @PoliMi
 
Robustness testing
Robustness testingRobustness testing
Robustness testing
 
Get up to Speed (Quick Guide to data.table in R and Pentaho PDI)
Get up to Speed (Quick Guide to data.table in R and Pentaho PDI)Get up to Speed (Quick Guide to data.table in R and Pentaho PDI)
Get up to Speed (Quick Guide to data.table in R and Pentaho PDI)
 
Simple rules for building robust machine learning models
Simple rules for building robust machine learning modelsSimple rules for building robust machine learning models
Simple rules for building robust machine learning models
 
Cancer genomics big_datascience_meetup_july_14_2014
Cancer genomics big_datascience_meetup_july_14_2014Cancer genomics big_datascience_meetup_july_14_2014
Cancer genomics big_datascience_meetup_july_14_2014
 
ISSTA 2017 Impact Paper Award Presentation
ISSTA 2017 Impact Paper Award PresentationISSTA 2017 Impact Paper Award Presentation
ISSTA 2017 Impact Paper Award Presentation
 
Bringing OpenClinica Data into SAS
Bringing OpenClinica Data into SASBringing OpenClinica Data into SAS
Bringing OpenClinica Data into SAS
 
Optimizing Data Extracts from Oracle Clinical SAS Views
Optimizing Data Extracts from Oracle Clinical SAS ViewsOptimizing Data Extracts from Oracle Clinical SAS Views
Optimizing Data Extracts from Oracle Clinical SAS Views
 
HEPData workshop talk
HEPData workshop talkHEPData workshop talk
HEPData workshop talk
 
METODOLOGIA DEA EN STATA
METODOLOGIA DEA EN STATAMETODOLOGIA DEA EN STATA
METODOLOGIA DEA EN STATA
 
Appium TestNG Framework and Multi-Device Automation Execution
Appium TestNG Framework and Multi-Device Automation ExecutionAppium TestNG Framework and Multi-Device Automation Execution
Appium TestNG Framework and Multi-Device Automation Execution
 
Query-porcessing-& Query optimization
Query-porcessing-& Query optimizationQuery-porcessing-& Query optimization
Query-porcessing-& Query optimization
 
HEPData Open Repositories 2016 Talk
HEPData Open Repositories 2016 TalkHEPData Open Repositories 2016 Talk
HEPData Open Repositories 2016 Talk
 
(DAT311) Large-Scale Genomic Analysis with Amazon Redshift
(DAT311) Large-Scale Genomic Analysis with Amazon Redshift(DAT311) Large-Scale Genomic Analysis with Amazon Redshift
(DAT311) Large-Scale Genomic Analysis with Amazon Redshift
 
Scala test
Scala testScala test
Scala test
 
Scala test
Scala testScala test
Scala test
 
Rattle Graphical Interface for R Language
Rattle Graphical Interface for R LanguageRattle Graphical Interface for R Language
Rattle Graphical Interface for R Language
 

SAS Global Forum 2008 presentation

Editor's Notes

  1. Tested using four samples