Psychologists also examined the relationship between depression and the number of days of work missed by 12 depressed clients. The researchers obtained the following scores: Depression (depress): 44, 47, 39, 43, 45, 57, 56, 48, 52, 48, 44, 48 Days of work missed (days): 19, 10, 14, 17, 18, 25, 21, 19, 17, 14, 10, 18 Using SPSS (a) determine the linear prediction rule for predicting missed work days from depression and (b) draw the regression line. (c) Use the linear prediction rule to determine the predicted missed work days of clients who have depression scores of 39, 45, 52, and 57. (d) Record the standardized regression coefficient.
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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