The given scatter plot shows age versus test score data for a test of video game skills: a) Draw an approximate line of best fit. b) Determine the equation for the line you drew. c) Interpret the slope and the y-intercept of your line, if appropriate. If not appropriate, explain why not.
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.
The given
of video game skills:
a) Draw an approximate line of best fit.
b) Determine the equation for the line you drew.
c) Interpret the slope and the y-intercept of your line, if
appropriate. If not appropriate, explain why not.
d) Use your equation to predict the test score for a
60 year-old test-taker.
e) Estimate the value of the linear correlation
coefficient for your line. Explain your reasoning.
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