We have to compare the result of all variables using range,interquatile range,variance and standard deviation of male and female
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.
We have to compare the result of all variables using
![Range
Inter Quartile
Variance
Standard Deviation
Variable \
Range
Measurement
自 1 1|
Age
36
34
12
11
62.555
56.870
7.909
7.541
Years of
29
23
10
10
40.217
43.005
6.342
6.558
Services
28250 1151990778 1614767272
Monthly
Salary
228000
432000
31000
33940.990
40184.167
Income
Sress_Level1
110
82
17
16
387.930
225.578
19.696
15.019
Total Long- 3877000 2881400 361500 381025 2.762E+11
2.085E+11
522138.736 456569.544
Term Credit
Liabilities
in Rs.
Female
Male
Female](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F4f4ea030-b122-40f8-b9c3-d6600d9b599d%2Fd0d035ff-b7d7-4544-b873-15f654ba2289%2Flazbvpf_processed.jpeg&w=3840&q=75)
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