I just need help getting the mean and Standard deviation of each sample
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.
Values from 4-6 randomly selected items from each of six different populations are given as:
Sample from population A |
Sample from population B |
Sample from population C |
Sample from population X |
Sample from population Y |
Sample from population Z |
66 |
44 |
42 |
91 |
8 |
29 |
59 |
48 |
40 |
76 |
95 |
42 |
57 |
55 |
34 |
5 |
69 |
11 |
62 |
49 |
45 |
82 |
28 |
98 |
56 |
53 |
39 |
46 |
|
20 |
|
51 |
|
|
|
|
Mean is sum of observations divided by number of observations, calculated as:
Standard deviation: The positive square root of mean of squares of the deviations taken from mean is known as standard deviation.
It is calculated as:
Mean for the samples from population A is:
Standard deviation for the samples from population A is:
Mean for the samples from population Bis:
Standard deviation for the samples from population B is:
Mean for the samples from population C is:
Standard deviation for the samples from population C is:
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