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Correlation and Regression Project

Correlation and Regression Project

Use the attached document “Correlation and Regression” to complete the assignment.

 

This assignment uses a rubric. Please review the rubric prior to beginning the assignment to become familiar with the expectations for successful completion.

 

While APA style is not required for the body of this assignment, solid academic writing is expected, and documentation of sources should be presented using APA formatting guidelines, which can be found in the APA Style Guide, located in the Student Success Center.

 

Benchmark Information

 

This benchmark assignment assesses the following programmatic competency:

 

MS Psychology

 

3.1 Interpret psychological phenomena using scientific reasoning.

 

Directions: Use the following information to complete the questions below.

 

Use the following data points that have a linear relationship

 

Substance Abuse and Suicide: Percent of the Total U.S. Population

 

 

 

X VARIABLE

 

Y VARIABLE

 

Year

 

Substance Use

 

Suicides

 

1999

 

6.82

 

0.000105

 

2000

 

6.78

 

0.000104

 

2001

 

7.00

 

0.000107

 

2002

 

7.12

 

0.00011

 

2003

 

7.09

 

0.000108

 

2004

 

7.05

 

0.00011

 

2005

 

7.17

 

0.000109

 

2006

 

7.24

 

0.00011

 

2007

 

7.28

 

0.000113

 

2008

 

7.36

 

0.000116

 

2009

 

7.80

 

0.000118

 

2010

 

7.81

 

0.000121

 

2011

 

7.88

 

0.000123

 

2012

 

7.87

 

0.000125

 

2013

 

8.07

 

0.000126

 

2014

 

8.12

 

0.00013

 

2015

 

8.06

 

0.000133

 

2016

 

8.17

 

0.000134

 

2017

 

8.18

 

0.00014

 

2018

 

8.23

 

0.000142

 

In 500-750 words, address the following:

 

Identify thecorrelation coefficient for each of the possible pairings of variables.Describe the relationship in terms of strength (weak/strong) and direction (positive/negative).

 

Find a linear model of the relationship between the three variables of interest. Identify the predictor variables and the criterion variable.

 

Provide an output of the SPSS results and interpret the results using correct APA style. Be sure to include the following in your interpretation:

 

•             Cause and effect concepts

 

•             Independent/dependent variable relationships?

 

•             Why is important to do random sampling?

 

•             What is regression fallacy? How may it apply to the relationships discovered?

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