Calculating Percentiles: Normal Distribution of GRE Scores and pH Levels, Exams of Statistics

Solutions to problems related to normal distribution and sampling distribution, focusing on calculating the percentage of applicants and pools with desirable gre scores and ph levels. The problems involve finding the percentage of applicants to a math graduate program who score above a certain threshold, determining the percentage of pools with an acceptable ph level, and investigating the probability of a student scoring a perfect score on a standardized test. Additionally, the document discusses the validity of a student's sampling technique in a survey on drinking.

Typology: Exams

Pre 2010

Uploaded on 08/31/2009

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Statistics 112
Normal Distribution and Sampling Distribution Problems
1. The scores on the GRE Mathematics test follow a normal distribution with mean 500 and
standard deviation 100. Graduate Division has suggested that applicants in the mathematical
sciences (math, statistics, physics, engineering etc.) should have a GRE math score of 700
or above. What percentage of the GRE examinees should an applicant to a Math graduate
program score better than? In other words, in what percentile should the applicant score?
2. The pH of randomly selected follows a normal distribution with mean 7.4 and standard
deviation 0.22. A pool should have a pH between 7.2 and 7.8 so that chlorine treatment is
effective. What percentage of pools have an acceptable pH level?
3. On a standardized test with mean 50 and standard deviation 20, what is the probability that
a student scores a 100?
4. At a typical pond taken over by Mallard ducks, the average weight of a duck in the pond
is 2 pounds. A biologist is concerned that there is something wrong with the pond. The
average weight of a Mallard duck is 2.6 pounds with a standard deviation of 0.4 pounds.
What percentage of these special ponds have an average duck weight greater than this pond?
Assume that exactly 50 ducks were weighed at each pond.
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Statistics 112

Normal Distribution and Sampling Distribution Problems

  1. The scores on the GRE Mathematics test follow a normal distribution with mean 500 and standard deviation 100. Graduate Division has suggested that applicants in the mathematical sciences (math, statistics, physics, engineering etc.) should have a GRE math score of 700 or above. What percentage of the GRE examinees should an applicant to a Math graduate program score better than? In other words, in what percentile should the applicant score?
  2. The pH of randomly selected follows a normal distribution with mean 7.4 and standard deviation 0.22. A pool should have a pH between 7.2 and 7.8 so that chlorine treatment is effective. What percentage of pools have an acceptable pH level?
  3. On a standardized test with mean 50 and standard deviation 20, what is the probability that a student scores a 100?
  4. At a typical pond taken over by Mallard ducks, the average weight of a duck in the pond is 2 pounds. A biologist is concerned that there is something wrong with the pond. The average weight of a Mallard duck is 2.6 pounds with a standard deviation of 0.4 pounds. What percentage of these special ponds have an average duck weight greater than this pond? Assume that exactly 50 ducks were weighed at each pond.
  1. Results from a survey on drinking suggests that 15% of undergraduates have “blacked out”’ from alcohol intoxication. An undergraduate that has taken Stats 10 decided to determine whether or not the figure cited in the Daily Bruin is correct. He samples 100 undergraduates and asks them if they have been so drunk that they have “blacked out.”’ 71 respond that they have. He presents his findings to the researcher and the researcher argues that the student’s sampling technique was not randomized. Can this be true? In other words, are the student’s results extreme? Another hint: based on the researcher’s sample, in what percentage of samples would we find the proportion of “yes”’ responses to be 71% or more?