Suppose that the amount of time that students spend studying in the library in one sitting is normally distributed with mean 43 minutes and standard deviation 20 minutes. A researcher observed 16 students who entered the library to study. Round all answers to 4 decimal places where possible. a. What is the distribution of X? X - N b. What is the distribution of ? T - N( c. What is the distribution of a? >x - d. If one randomly selected student is timed, find the probability that this student's time will be between 45 and 48 minutes. e. For the 16 students, find the probability that their average time studying is between 45 and 48 minutes. f. Find the probability that the randomly selected 16 students will have a total study time more than 784 minutes. g. For part e) and f), is the assumption of normal necessary? O NoO Yes h. The top 15% of the total study time for groups of 16 students will be given a sticker that says "Great dedication". What is the least total time that a group can study and still receive a sticker? minutes
Inverse Normal Distribution
The method used for finding the corresponding z-critical value in a normal distribution using the known probability is said to be an inverse normal distribution. The inverse normal distribution is a continuous probability distribution with a family of two parameters.
Mean, Median, Mode
It is a descriptive summary of a data set. It can be defined by using some of the measures. The central tendencies do not provide information regarding individual data from the dataset. However, they give a summary of the data set. The central tendency or measure of central tendency is a central or typical value for a probability distribution.
Z-Scores
A z-score is a unit of measurement used in statistics to describe the position of a raw score in terms of its distance from the mean, measured with reference to standard deviation from the mean. Z-scores are useful in statistics because they allow comparison between two scores that belong to different normal distributions.
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