Explore BrainMass
Share

Explore BrainMass

    One-way analysis of variance (ANOVA)

    This content was COPIED from BrainMass.com - View the original, and get the already-completed solution here!

    An experimenter wants to determine which of four seat-belt designs provide the best protection from a head-on collision. Simulated accidents are performed by four manufactures. The observations are a composite index of passenger injury. For alpha= 0.15, test for significant difference in design.

    Design 1: 37, 42, 45, 49, 50, 45
    Design 2: 49, 38, 40, 39, 50, 41
    Design 3: 33, 34, 40, 38, 47, 36
    Design 4: 41, 48, 40, 42, 38, 41

    a)
    1) Define linear models and corresponding assumptions (write down the formula in Greek)
    2) Check (write) assumptions
    3) State and test hypothesis using the S-method (Scheffe), exploratory analysis- Summarize your findings.
    4) Use Tukey's method to study significance of designs. Summarize your findings.
    5) Analyze the data assuming one is only interested in two planned design.

    b) Re-analyze the given data assuming the treatments are sampled from a population of treatments. (One way random ANOVA model)
    Review model assumptions, state model, analyze the data and perform post hoc analysis.

    NOTE: I need only explanations, hypothesis, model, etc. to be written down. The calculation parts needs to be done in SPSS (or SAS), and I need SPSS (or SAS) outputs, (and SAS codes) too.

    © BrainMass Inc. brainmass.com October 9, 2019, 3:52 pm ad1c9bdddf
    https://brainmass.com/statistics/analysis-of-variance/one-way-analysis-of-variance-anova-15586

    Attachments

    Solution Summary

    This problem was analyzed as a one-way analysis of variance (ANOVA), first with a fixed effects model, then with a random effects model. The tool for the analysis was SAS.

    $2.19