Occupational prestige scores for a sample of fathers and their oldest son and oldest daughter are presented in the following tables. Analyze the relationship between father’s and son’s prestige, and the relationship between father’s and daughter’s prestige. Compute r and r Describe the strength and the direction of the relationship in a sentence or two. Does Occupational prestige of the father have an impact on his children. Does it have the same impact for his daughters as it does for sons?(Please ensure that you utilize the five-step model and show all your work when addressing the question) Family Father’s Prestige Son’s Prestige Daughter’s Prestige A 80 85 82 B 78 80 77 C 75 70 68 D 70 75 77 E 69 72 60 F 66 60 52 G 64 48 48 H 52 55 57
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
Occupational prestige scores for a sample of fathers and their oldest son and oldest daughter are presented in the following tables. Analyze the relationship between father’s and son’s prestige, and the relationship between father’s and daughter’s prestige. Compute r and r Describe the strength and the direction of the relationship in a sentence or two. Does Occupational prestige of the father have an impact on his children. Does it have the same impact for his daughters as it does for sons?(Please ensure that you utilize the five-step model and show all your work when addressing the question)
|
Family
|
Father’s Prestige |
Son’s Prestige |
Daughter’s Prestige |
|
A |
80 |
85 |
82 |
|
B |
78 |
80 |
77 |
|
C |
75 |
70 |
68 |
|
D |
70 |
75 |
77 |
|
E |
69 |
72 |
60 |
|
F |
66 |
60 |
52 |
|
G |
64 |
48 |
48 |
|
H |
52 |
55 |
57 |
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