USA Today reports that the average expenditure on Valentine's Day is $100.89. Do male and female consumers differ in the amounts they spend? The average expenditure in the sample survey of 40 males consumers was $135.67, and the average expenditure in the sample of survey of 30 female consumers was $68.64. Based on past surveys the standard deviation for male consumers is assumed to be $35, and the standard deviation for female consumers is assumed to be $20. Test the hypothesis that men spend more on Valentine's Day than women. Use a 95% level of confidence.
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.
USA Today reports that the average expenditure on Valentine's Day is $100.89. Do male and female consumers differ in the amounts they spend?
The average expenditure in the sample survey of 40 males consumers was $135.67, and the average expenditure in the sample of survey of 30 female consumers was $68.64. Based on past surveys the standard deviation for male consumers is assumed to be $35, and the standard deviation for female consumers is assumed to be $20.
Test the hypothesis that men spend more on Valentine's Day than women. Use a 95% level of confidence.
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