RESEARCH METHODOLOGY

STATISTICAL TECHNIQUES AND TOOLS

ANALYSIS OF VARIANCE

Question [CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
When conducting a one-way ANOVA, the ____ the between-treatment variability is when compared to the within-treatment variability, the ____ the value of FDATA will tend to be.
A
smaller, larger
B
smaller, smaller
C
larger, larger
D
smaller, more random
Explanation: 

Detailed explanation-1: -The sum of squares measures the deviation of data points away from the mean value. A higher sum of squares indicates higher variability while a lower result indicates low variability from the mean. To calculate the sum of squares, subtract the data points from the mean, square the differences, and add them together.

Detailed explanation-2: -– Thus, the between-treatments variance simply measures how much difference exists between the di i treatment conditions. – In addition to measuring the. differences between treatments, the. overall goal of ANOVAis to interpret. the differences between treatments.

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