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need help with R-studio, please add computation formula for me to better understand! how do you make three vectors (x, y and z) from randomly
need help with R-studio, please add computation formula for me to better understand!
- how do you make three vectors (x, y and z) from randomly generated numbers from a uniform distribution. (Hint - see "runif" in the cookbook.)
- Run correlations between x and y, x and z, and y and z
- how to make a data frame from the three vectors. how to get the output
- Find the means of the three columns of the data frame by using "apply" command
- Using the data frame you created, rerun the correlation between x and y. (Hint, you can select individual columns from a data frame. One way is to list the data frame and then select the specific column. For example, "df$x" refers to the x column in data frame "df". The "x" column from the data frame is specified by the dollar sign ($))
- Download and install two R packages - "ppcor" and "psych". (Hint - use "install.packages(" package name ") - keep the quotes - to download a package. Use library(package name) - no quotes - to make the R package available to your current R session.
a) how to make a vector of data. then I would need to use the function from the "psych" package called "describe" on the vector (hint - if the psych package installed correctly, the command describe (vector) should produce an output that includes 13 different descriptive statistics.
- how to run the partial correlation on your data frame using
- pcor
- partial.r
Note the partial correlations. Does the partial correlation change from the original correlation of X and Y? If so, how? What does this mean?
- How to make a scatter plot of x and y. The title of the plot should be "Correlation". Make sure thatthe X and Y axes are labelled ("x" and "y", or another title is fine).
- Add another set of data to the (same) plot of x and z using points and a different color for the points.
- Add another set of data to the (same) plot of y and z using points with a line connecting the points. (Also use a different color line and different symbol type (pch).
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