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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)?

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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:

N=Lk N = L^k

where:

  • NN is the total number of experiments,
  • LL is the number of levels for each factor,
  • kk is the number of factors.

3. Analysis and Detail

In this case:

  • L=2L = 2 (since each factor is at 2 levels),
  • k=4k = 4 (since there are 4 factors: A, B, C, and D).

Using the formula:

N=24 N = 2^4

Calculating 242^4:

24=16 2^4 = 16

4. Verify and Summarize

After calculating, we find that N=16N = 16. 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 1616.

This problem has been solved

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