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Simple Linear Regression resources

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2. Video Tutorials (1)

Resource type Simple Linear Regression - Video Tutorial with Dr Iain Weir
In this video Dr Iain Weir (University of the West of England) introduces Simple Linear Regression. A written introduction using the same examples is available as a Quick Reference resource at this site. You could also use the Test Yourself Quiz after reviewing this video.

3. Teach Yourself Worksheets (5)

Resource type Simple Linear Regression - Introduction
A written introduction to Simple Linear Regression using the same examples as those used in the Video Tutorial available at this site. This resource was contributed by Dr Iain Weir of the University of the West of England.
Resource type Simple Linear Regression (Worksheet 1)
Using an example on energy consumption, this teach yourself worksheet introduces simple linear regression and how to fit and interpret Linear Regression models using SPSS.
Resource type Simple Linear Regression (Worksheet 2)
Using an example on calcium intake, this teach yourself worksheet introduces simple linear regression and how to fit and interpret Linear Regression models using SPSS. Note that the SPSS data set calcium.sav referred to in the worksheet is also available here.
Resource type Simple Linear Regression (Worksheet 2) SPSS Data Set calcium.sav
This is a zip file containing the SPSS data set called calcium.sav for use with Simple Linear Regression (Worksheet 2) which considers an example on calcium intake. Note: please save this file to your PC before extracting its contents.
Resource type Simple Linear Regression Assumptions and Predictions (Worksheet)
This teach yourself worksheet looks at the assumptions underlying simple linear regression, and how to obtain confidence intervals and prediction intervals using SPSS.

4. Tests and Quizzes (1)

Resource type Simple Linear Regression - Quiz
Try this self-test quiz AFTER reviewing the Teach Yourself video tutorial on SIMPLE Linear Regression available at this site.This quiz was contributed by Dr Iain Weir of the University of the West of England.

7. Community Project (3)

Resource type 11 Simple linear regression (Workshop) SOURCE
This PowerPoint is a workshop on Pearson Correlation and Simple Linear Regression. This resource has been contributed to the statstutor Community Project by Peter Samuels, Birmingham City University under a Creative Commons licence CC-BY-SA and reviewed by Ellen Marshall, University of Sheffield. The zip file contains four associated data files, the source file and the associated statstutor metadata spreadsheet.
Resource type Simple linear regression SOURCE
A Quick Reference worksheet on simple linear regression. This resource has been contributed to the statstutor Community Project by Mollie Gilchrist and Peter Samuels, Birmingham City University under a Creative Commons licence CC-BY-SA and reviewed by Ellen Marshall, University of Sheffield. The zip file contains the source file and the associated statstutor metadata spreadsheet.
Resource type Simple linear regression: Additional information SOURCE
A Quick Reference worksheet containing a discussion of additional issues to do with simple linear regression. This resource has been contributed to the statstutor Community Project by Mollie Gilchrist and Peter Samuels, Birmingham City University under a Creative Commons licence CC-BY-SA and reviewed by Ellen Marshall, University of Sheffield. The zip file contains the source file and the associated statstutor metadata spreadsheet.

10. Workshops (1)

Resource type 11 Simple linear regression (Workshop)
This PowerPoint is a workshop on Pearson Correlation and Simple Linear Regression. This resource has been contributed to the statstutor Community Project by Peter Samuels, Birmingham City University and reviewed by Ellen Marshall, University of Sheffield. The zip file contains four associated data files.

Quick reference worksheet (2)

Resource type Simple linear regression
A Quick Reference worksheet on simple linear regression. This resource has been contributed to the statstutor Community Project by Mollie Gilchrist and Peter Samuels, Birmingham City University and reviewed by Ellen Marshall, University of Sheffield.
Resource type Simple linear regression: Additional information
A Quick Reference worksheet containing a discussion of additional issues to do with simple linear regression. This resource has been contributed to the statstutor Community Project by Mollie Gilchrist and Peter Samuels, Birmingham City University and reviewed by Ellen Marshall, University of Sheffield.

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