The mean age of all 2530 students at a small college is 22.3 years with a standard deviation of 3.5 years, and the distribution is right-skewed. A random sample of 4 students' ages is obtained, and the mean is 22.9 with a standard deviat 2.8 years. Complete parts (a) through (c) below. a. Find u. a, S, and x. x= (Type integers or decimals. Do not round) b. Is u a parameter or a statistic? The value of u is a V because it is found from the c. Are the conditions for using the CLT (Central Limit Theorem) fulfilled? Select all that apply. O A. No, because the random sample and independence condition is not satisfied. O B. No, because the big population condition is not satisfied O C. No, because the large sample condition is not satisfied O D. Yes, all the conditions for using the CLT are fulfilled. What would be the shape of the approximate sampling distribution of many means, each from a sample of 4 students? O Left-skewed Normal O Right-skewed O The shape cannot be determined
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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