# Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper

## Capella University **Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper-**Step-By-Step Guide

This guide will demonstrate how to complete the **Capella University Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper **assignment based on general principles of academic writing. Here, we will show you the A, B, Cs of completing an academic paper, irrespective of the instructions. After guiding you through what to do, the guide will leave one or two sample essays at the end to highlight the various sections discussed below.

## How to Research and Prepare for** Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper **

Whether one passes or fails an academic assignment such as the Capella University **Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper **depends on the preparation done beforehand. The first thing to do once you receive an assignment is to quickly skim through the requirements. Once that is done, start going through the instructions one by one to clearly understand what the instructor wants. The most important thing here is to understand the required format—whether it is APA, MLA, Chicago, etc.

After understanding the requirements of the paper, the next phase is to gather relevant materials. The first place to start the research process is the weekly resources. Go through the resources provided in the instructions to determine which ones fit the assignment. After reviewing the provided resources, use the university library to search for additional resources. After gathering sufficient and necessary resources, you are now ready to start drafting your paper.

## How to Write the Introduction for **Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper **

The introduction for the Capella University **Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper **is where you tell the instructor what your paper will encompass. In three to four statements, highlight the important points that will form the basis of your paper. Here, you can include statistics to show the importance of the topic you will be discussing. At the end of the introduction, write a clear purpose statement outlining what exactly will be contained in the paper. This statement will start with “The purpose of this paper…” and then proceed to outline the various sections of the instructions.

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## How to Write the Body for **Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper **

After the introduction, move into the main part of the** Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper **assignment, which is the body. Given that the paper you will be writing is not experimental, the way you organize the headings and subheadings of your paper is critically important. In some cases, you might have to use more subheadings to properly organize the assignment. The organization will depend on the rubric provided. Carefully examine the rubric, as it will contain all the detailed requirements of the assignment. Sometimes, the rubric will have information that the normal instructions lack.

Another important factor to consider at this point is how to do citations. In-text citations are fundamental as they support the arguments and points you make in the paper. At this point, the resources gathered at the beginning will come in handy. Integrating the ideas of the authors with your own will ensure that you produce a comprehensive paper. Also, follow the given citation format. In most cases, APA 7 is the preferred format for nursing assignments.

## How to Write the Conclusion for **Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper **

After completing the main sections, write the conclusion of your paper. The conclusion is a summary of the main points you made in your paper. However, you need to rewrite the points and not simply copy and paste them. By restating the points from each subheading, you will provide a nuanced overview of the assignment to the reader.

## How to Format the References List for **Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper **

The very last part of your paper involves listing the sources used in your paper. These sources should be listed in alphabetical order and double-spaced. Additionally, use a hanging indent for each source that appears in this list. Lastly, only the sources cited within the body of the paper should appear here.

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## Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper

**Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper**

**Question Description**

Assignment regarding regression analysis. Must know IBM SPSS for statistical calculations.

I have included the following:

- Specific format and assignment instructions
- data set
- scoring guide

**Note:** The scoring guide is what the assignment is graded on. Please answer each question in the SCORING GUIDE to complete the assignment.

Thanks!

**ORDER NOW FOR AN ORIGINAL PAPER ASSIGNMENT: Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper**

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**Additional Resources to reference in the paper**

Westfall, J., & Yarkoni, T. (2016). Statistically controlling for confounding constructs is harder than you think. PLoS One, 11(3), pages 1–22.

**Note:** You will use a new data set this week, which you must download. You will conduct a regression analysis using the following variables in the anxiety.sav data set:

• Anxiety.

• Exam.

Step 1: Write Section 1 of the DAA – the Data Analysis Plan:

• Briefly describe the goal of your analysis.

• State your research question, null, and alternate hypothesis.

• Specify the variables used in this analysis (predictor, outcome) and the measurement scale of each variable.

• State the sample size (N) and the alpha level you will use (.05 unless otherwise specified).

• Explain why the analysis is a good choice based on the nature of your variables.

Step 2: Write Section 2 of the DAA – Testing Assumptions:

• Articulate and test the assumptions of regression.

• Paste the SPSS model summary into the assumptions section of the DAA Template and interpret the Durbin Watson statistic.

• Report whether any outliers were found in the data.

• Paste the scatter plot of standardized residuals and interpret it for homoscedasticity.

• Paste the histogram and SPSS Normal P-P plot into the DAA Template and interpret it.

• Summarize whether or not the assumptions of regression are met. If assumptions are not met, discuss how to facilitate violations of the assumptions.

**Step 3: Write Section 3 of the DAA – Results and Interpretation:**

• Paste the SPSS output of the model summary.

• Paste the SPSS ANOVA output and report the results of the F test for the model.

• Paste the SPSS coefficients data.

• Provide results for F, Degrees of Freedom, F Value, R2, β, and the effect size: Cohen’s f2.

• Interpret statistical results against the null hypothesis and state whether it is accepted or rejected.

Step 4: Write Section 4 of the DAA – Statistical Conclusions:

• Provide a summary of your analysis and the conclusions drawn.

• Analyze the limitations of the statistical test.

• Provide possible alternate explanations for the findings and potential areas for future exploration.

Step 5: Write Section 5 of the DAA – Application:

• Analyze how you might use this statistical approach in your field and the potential implications.

Scoring Guide: FOLLOW THIS GUIDE TO COMPLETE ASSIGNMENT. ANSWER EACH CRITERION. THIS IS WHAT THE GRADE IS BASED ON. NEED PROFICIENT OR DISTINGUISHED TO PASS THE CLASS.

**Regression Application and Interpretation Scoring Guide**

**CRITERIA NON-PERFORMANCE BASIC PROFICIENCY DISTINGUISHED**

Articulate the data analysis plan. Does not articulate the data analysis plan. Insufficiently articulates the data analysis plan or contains some errors of logic and application. Accurately and logically articulates the data analysis plan. Accurately articulates the data analysis plan. The data analysis plan is well-justified, logical, and thorough.

Analyze statistical assumptions. Does not analyze statistical assumptions. Incorrectly analyzes statistical assumptions or contains some errors of logic and application. Accurately analyzes statistical assumptions. Accurately analyzes statistical assumptions. Statistical assumptions are thoroughly evaluated and assessed.

Interpret statistical results and hypotheses. Does not interpret statistical results and hypotheses. Incorrectly interprets statistical results and hypotheses or contains some errors of logic and application. Accurately interprets statistical results and hypotheses. Accurately interprets statistical results and hypotheses. Statistical results are thoroughly evaluated and assessed.

Explain statistical conclusions, the limitations of the test, and possible alternative explanations. Does not explain statistical conclusions, the limitations of the test, and possible alternative explanations. Insufficiently explains statistical conclusions, the limitations of the test, and possible alternative explanations or contains some errors of logic and application.

Logically and accurately explains statistical conclusions, the limitations of the test, and possible alternative explanations. Statistical conclusions, the limitations of the test, and possible alternative explanations are logical and thoroughly evaluated.

Run the analysis and post the findings in the DAA. Two or more sections of the data analysis are missing from the DAA. One section of the data analysis is missing from the DAA. All portions of the data analysis are completed and included in the DAA. All portions of the data analysis are completed, included, and thoroughly evaluated in the DAA.

Analyze the potential applications of the test in the field and their implications. Does not analyze the potential applications of the test in the field and their implications. Incorrectly analyzes potential applications of the test in the field and their implications; are not well discussed or contain some errors in logic. Analyzes the potential applications of the test in the field and their implications. Thoroughly analyzes the potential applications of the test in the field and their implications.

Communicate in a scholarly, professional manner, and adhere to APA style and formatting. Do not communicate in a scholarly, professional manner, and adheres to APA style and formatting. Inconsistently communicates in a scholarly and professional manner and adheres to APA style and formatting. Communicates in a scholarly, professional manner and adheres to APA style and formatting. Exhibits strict and nearly flawless adherence to organizational, professional, and scholarly writing standards, including APA style and formatting.

**A Sample Answer For the Assignment: Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper**

**Title: Discussion: PSY FP7864 Capella Regression Analysis Data Analysis and Application Paper**

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