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In one-way ANOVA,

a. list and interpret the three sums of squares.

b. state the one-way ANOVA identity and interpret its meaning with regard to partitioning the total variation among all the data.

Short Answer

Expert verified

(a) Three sum of squares are SSE, SSTR, and SST.

(b) The One-way ANOVA identity isSST=SSTR+SSE.

Step by step solution

01

Part(a) Step 1: Definition

The statistical approach of analysis of variance, or ANOVA, divides observed variance data into multiple components for use in additional tests. For three or more groups of data, a one-way ANOVA is used to learn more about the relationship between the dependent and independent variables.

02

Part(a) Step 2: Explanation

SSE stands for the erroneous sum of squares. It identifies the cause of variation's inaccuracy.

SSTR stands for the sum of squares treatment. It identifies the source of difference in treatment.

SST stands for a total sum of squares. It shows the entire amount of variation.

03

Part(b) Step 1: Definition

The statistical approach of analysis of variance, or ANOVA, divides observed variance data into multiple components for use in additional tests. For three or more groups of data, a one-way ANOVA is used to learn more about the relationship between the dependent and independent variables.

04

Part(b) Step 2: Explanation

The overall sum of the squares is equal to the sum of the treatment and error squares added together.

SST=SSTR+SSE

The total variation among all observations is separated into two components, as shown by the preceding equation. One factor is variance across samples, while the other is variation within sample components.

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