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Research question: Is there a relationship between IQ scores, SAT-Math scores, and SAT-Verbal scores? What is...

Research question: Is there a relationship between IQ scores, SAT-Math scores, and SAT-Verbal scores? What is one type of graph that you could make to visualize the relations between these three variables at once?

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Answer #1

You can use correlation matrix plot for visualizing relation between many variables at once .

install.packages("PerformanceAnalytics")
library("PerformanceAnalytics")

# load data below

#suppose my_data is name of your data
chart.Correlation(my_data, histogram=TRUE, pch=19)

below is correlation plot for mycars data

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