EDUR 8131
Educational Statistics 1

Notes 9: ANOVA

(1) Summary Presentation

• Week 12
  • Document: ANOVA Part 1 Word
  • Document: ANOVA Part 1 PDF
  • Video: ANOVA (37 minutes) with captions ANOVA

• Week 13
  • Document: ANOVA Part 2 Word
  • Document: ANOVA Part 2 PDF
  • Video: ANOVA Part 2 (48 minutes) with captions ANOVA part 2

(2) Reporting statistical results in APA style (Word Documents so you can copy and paste tables)

•  One-way ANOVA

(3) JASP Software

ANOVA (Summary Presentation Notes 9;  with captions ANOVA; next are videos showing how to enter data for ANOVA in JASP:https://www.youtube.com/watch?v=oytxryc3dxo and an older version using CSV files https://www.youtube.com/watch?v=ZbBw4tNPuZU)

(4) Exercise

ANOVA (answers : this is a Word Document)

(5) Detailed Presentation 

• Read: Notes 9 ANOVA
• Read: Moore et al text chapter 12.
• Supplemental Reading: David Lane's explanation of ANOVA 
  • https://www.davidmlane.com/hyperstat/intro_ANOVA.html
• Critical F Ratio Table: Critical F-ratio
• Watch and Read: Instructional Videos and Related Materials
  • Supplemental Excel File used in videos: Notes 9 Video Excel File   
  • Sections 1 and 2: Purpose and Hypotheses   
  • Section 3: Inflation of Type 1 Error  
  • Section 4: Linear Representation of ANOVA Model  
  • Section 5a: ANOVA Computation -- Logic of F-ratio  
  • Section 5a: ANOVA Computation -- Graphical Illustration of F-ratio 
    • Partition of Variation Illustration: Google Docs Distributions   
  • Section 5b: ANOVA Computation -- Sums of Squares Total and Between       
  • Section 5b: ANOVA Computation -- Sums of Squares Within  
  • Section 5c: ANOVA Computation -- degrees of freedom
  • Section 5d and 5e: ANOVA Computation -- Estimating Variance; F-ratio and Critical F   
  • Section 6: SPSS both One-way ANOVA and General Linear Model Univariate Commands Illustrated  
  • Section X: Equivalence Among ANOVA, Regression, Correlation, and Independent Samples t-test 
  • Sections 7, 8, and 9: ANOVA and Multiple Comparisons
    • Notes for Sections 7, 8, and 9: ANOVA, Familywise Error Rate, Multiple Comparisons, and APA Style Presentation 
    • Accessing cars data video for ANOVA example (Time = 3:58)
      • Example 1: Cars data used in videos, SPSS version (note that JASP can also open this file): Cars Data as SPSS data file
      • (Google Drive SPSS data file: https://drive.google.com/file/d/1LeXylyRMnATmiv_LBs1nrxlwISACxLko/view?usp=drive_link )   
    • One-way ANOVA Command in SPSS using cars data (Time = 1:00)
    • General Linear Model Univariate ANOVA Command in SPSS using cars data (Time = 5:18)
    • Model Fit - R-squared using One-way ANOVA and General Linear Model Commands in SPSS (Time = 1:03)
    • Multiple Comparisons Overview, Bonferroni Correction, and Calculating Familywise Error Rates (Time = 14:22)
    • Multiple Comparisons with Scheffe Correction (Time = 6:04) 
    • Finding Bonferroni and Scheffe Corrections in SPSS (Time = 8:30) 
    • Example 2a with Newspaper Data - SPSS ANOVA and Bonferroni/Scheffe Multiple Comparisons (Time = 7:37) 
      • Examples 2 and 3: News Paper data, SPSS version (note that JASP can also open this file): Newspaper Ad Data as SPSS data file  
      • (Google Drive SPSS data file: https://drive.google.com/file/d/1TF2V2moa9CkGEjEZWZO1Iu5jOT5CsVA5/view?usp=drive_link ) 
    • Example 2b with Newspaper Data - SPSS ANOVA and Bonferroni/Scheffe Multiple Comparisons (Time = 4:56) 
    • APA Style: Reporting ANOVA and Multiple Comparison Results (Time = 7:47) 
    • Finding Bonferroni and Scheffe Comparisons with Excel (Time = 2:26) See link below for Excel Spreadsheet for Bonferroni and Scheffe Calculations.  
      • Excel Spreadsheet: Bonferroni and Scheffe