Ten students are given a musical aptitude test and an IQ test. Assess the relationship between scores on the two tests. Can you conclude that there is a significant relationship between musical aptitude and IQ? If you can, what is the relationship? Use a = .05. Subject Music Aptitude Test IQ 1 30 95 37 106 35 110 4 28 104 17 98 6 45 114 7 33 123 8 18 100 24 98 10 18 88 Write an APA format results statement.
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.
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