RESEARCH METHODOLOGY

STATISTICAL TECHNIQUES AND TOOLS

ANALYSIS OF VARIANCE

Question [CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
The following are assumptions for ANOVA except:
A
Variance must be homogenous
B
There should be 4 or more independent groups
C
Data must be normally distributed
D
Randomly selected
Explanation: 

Detailed explanation-1: -Potential assumption violations include: Implicit factors: lack of independence within a sample. Lack of independence: lack of independence between samples. Outliers: apparent nonnormality by a few data points.

Detailed explanation-2: -Each group sample is drawn from a normally distributed population. All populations have a common variance. All samples are drawn independently of each other. Within each sample, the observations are sampled randomly and independently of each other. Factor effects are additive.

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