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University Name
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Nov 07,2017
Three-factor Data Analysis (Multiple Factor ANOVA)
The type of design to be used is the multiple factor ANOVA where there are three factors
gender, experience, and sequence. Gender, experience, and age are categorical variables.
Gender is denoted by 1 and 2 indicating males and females respectively. Sequence are
categories are 1,2, and 3.Experience of the assembler are categorised as 1 who have
experience under 18 months and 2 whose experience are more than or equal to 18 months.
For multiple factor ANOVA, the significance level is assumed at 0.05.
Assumption of Anova
In order to test the normality assumption of ANOVA, quantile plot of residual vs. normal
quantiles was drawn. The graph is drawn below which shows that the distribution lie close to
the normal ,and hence normal distribution can be assumed.
Quantile plot
Residual Analysis
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Residual Vs Experience
Residual vs Sequen...