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Checking Requirements Common tests such as the SAT, ACT, Law School Admission test (LSAT), and Medical College Admission Test (MCAT) use multiple choice test questions, each with possible answers of a, b, c, d, e, and each question has only one correct answer. We want to find the probability of getting at least 25 correct answers for someone who makes random guesses for answers to a block of 100 questions. If we plan to use the methods of this section with a normal distribution used to approximate a binomial distribution, are the necessary requirements satisfied? Explain.

Short Answer

Expert verified

As the necessary requirements are satisfied, the normal approximation of the binomial distribution can be applied.

Step by step solution

01

Given information

A multiple-choice test is considered where each question has 5 options, and only one of the options is correct. A sample of 100 questions is answered.

02

Requirements to use the normal distribution to approximate the binomial distribution

The following requirements must be fulfilled to use the normal distribution to approximate binomial distribution:

  • The sample is the result of n independent trials with the probability of success equal to p.
  • np5 and nq5
03

Verify the requirements

Here, the sample size is given to be equal to n=100.

Success is defined as getting a correct answer.

The probability of success is given below:

p=NumberofcorrectanswersNumberofoptions=15

First requirement:

Here, the sample given is a result of 100 independent trials, and the probability of success for each trial is equal to 0.2.

Thus, the first requirement is fulfilled.

Second requirement:

np=1000.2=20>5

nq=1001-0.2=1000.8=80>5

Thus, the second requirement is also satisfied.

Since the procedure satisfies the necessary requirements, the method of normal approximation of binomial distribution can be applied.

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