Data Analytics Question

Assignment Four – Correlations and Regressions

Correlations

Explain what correlation analysis is. Chose a data set and perform a correlation analysis on relevant variables. Presentation must include correlation statistics and graphs.

References

Phil Crewson, Applied Statistics, a Desktop Statistics Reference

Correlation Coefficient –

Linear Regession – Links to an external site.

The Completed Assignment Could Be Like This.

I. Discussion about correlations

a. What are correlations?

b. What are correlations used for in statistical analysis?

II. Statistical analysis

a. Identify a data set.

Figure One

data in statistics program

Data looks like this in the statistics program.

b. Identify variables that you are going to correlate.

c. Write a few sentences about why correlating these
variables might be of social science interest.

d. report the output from the statistical program

Figure Two

correlations output

a correlational analysis of education and family income

Figure Three

assignment 4-correlations-01.jpg

a graphical representation of a correlational analysis of education and family income

Figure Four

correlations graphic

a second graphic representation of a correlational analysis education and family income

Regressions

Explain what regression analysis is. Chose a data set and perform a regression analysis on relevant variables. Presentation must include regression statistics and graphs.

References

Phil Crewson, Applied Statistics, a Desktop Statistics Reference

Linear Regession – Links to an external site.

The Completed Assignment Could Be Like This.

I. Discussion about regressions

a. What are regressions?

b. What are regressions used for in statistical analysis?

II. Statistical analysis

a. Identify a data set.

Figure One

data in statistics program

Data looks like this in the statistics program.

b. Identify variables that you are analyze with regression analysis.

c. Write a few sentences about why regressions analysis of these
variables might be of social science interest.

d. report the output from the statistical program

Figure Two

correlations output

a regression analysis of education and family income

Figure Three

assignment 4-correlations-01.jpg

a graphical representation of a regression analysis of education and family income

Figure Four

correlations graphic

a second graphic representation of a regression analysis education and family income

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