Regression. Calculate a regression that examines whether or not you can predict if a student wants a lecturer to be extroverted using the student’s extroversion score.
Ensure you handle missing data as you decided above.*Missing data is to be changed to 999*
State if you are using one or two-tailed test and why.
Include diagnostics.
Discuss assumptions; are they met?
Write the results in APA style and interpret them.
Do these results differ from the correlation results above?*Correlation findings will be attached to post*
Multiple Regression. Calculate a multiple regression that examines whether age, gender, and student’s extroversion predict if a student wants the lecturer to be extroverted.
Ensure you handle missing data as you decided above.*Missing data is to be changed to 999*
State if you are using one or two-tailed test and why.
Include diagnostics,
Discuss assumptions; are they met?
Write the results in APA style and interpret it.
Do these results differ from the correlation results above?
*Correlation will be attached to post*
Part B. Applying Analytical Strategies to an Area of Research Interest.
Briefly restate your research area of interest.*attached to post*
Pearson Correlation. Identify two variables for which you could calculate a Pearson correlation coefficient. Describe the variables and their scale of measurement. Now, assume you conducted a Pearson correlation and came up with a significant positive or negative value. Create a mock r value (for example, .3 or -.2). Report your mock finding in APA style (note the text does not use APA style) and interpret the statistic in terms of effect size and R2 while also taking into account the third variable problem and well as direction of causality.
Spearman’s Correlation. Identify two variables for which you could calculate a Spearman’s correlation coefficient. Describe the variables and their scale of measurement. Now, assume you conducted a correlation and came up with a significant positive or negative value. Create a mock r value (for example, .3 or -.2). Report your mock finding in APA style (note the text does not use APA style) and interpret the statistic in terms of effect size and R2 while also taking into account the third variable problem and well as direction of causality.
Partial Correlation vs. Semi-Partial Correlation. Identify three variables for which you may be interested calculating either a partial or semi-partial correlation coefficient. Compare/contrast these two types of analyses using your variables and research example. Which would you use and why?
Simple Regression. Identify two variables for which you could calculate a simple regression. Describe the variables and their scale of measurement. Which variable would you include as the predictor variable and which as the outcome variable? Why? What would R2 tell you about the relationship between the two variables?
Multiple Regression. Identify at least 3 variables for which you could calculate a multiple regression. Describe the variables and their scale of measurement. Which variables would you include as the predictor variables and which as the outcome variable? Why? Which regression method would you use and why? What would R2 and adjusted R2 tell you about the relationship between the variables?
Logistic Regression. Identify at least 3 variables for which you could calculate a logistic regression. Describe the variables and their scale of measurement. Which variables would you include as the predictor variables and which as the outcome variable? Why? Which regression method would you use and why? What would the output tell you about the relationship between the variables?
In order to complete this assignment you MUST have SPSS. All needed files are attached to this posting.
Due:May 22, 2019 by 12pm EST
https://rpadgett.butler.edu/ps310/classdata.php
This is the link where the data set that is needed can be found and downloaded. The data set is named Chamorro-Premuzic.sav
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