In a full factorial experimental design, factors A, B, C, and D are tested at 2 levels. How many experimentsare conducted (without considering replications)?
Question
In a full factorial experimental design, factors A, B, C, and D are tested at 2 levels. How many experiments are conducted (without considering replications)?
Solution
1. Break Down the Problem
To solve the problem, we need to determine how many combinations of factors will be tested in a full factorial design. The factors are A, B, C, and D, and each of these factors has 2 levels.
2. Relevant Concepts
In a full factorial design, the total number of experiments is calculated using the formula:
where:
- is the total number of experiments,
- is the number of levels for each factor,
- is the number of factors.
3. Analysis and Detail
In this case:
- (since each factor is at 2 levels),
- (since there are 4 factors: A, B, C, and D).
Using the formula:
Calculating :
4. Verify and Summarize
After calculating, we find that . Thus, there will be a total of 16 unique combinations of factor levels across the four factors.
Final Answer
The total number of experiments conducted is .
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