OnlineNursingOwl
← All nursing posts

Statistics · Studypool

Linear Regression

Overview

For this week’s assignment you will construct graphs, compute a correlation coefficient, and explain how the correlation can be used to support a specific type of reliability or validity.

Preparation

Before you begin this assignment, complete the following:

  • Download the Week 8 Assignment Worksheet [DOCX].
  • Download the Week_8_Assignment_Data.csv file.

Instructions

Complete and submit the Week 8 Assignment worksheet.

Competencies Measured

By successfully completing this assignment, you will demonstrate your proficiency in the following course competencies and rubric criteria:

  • Competency 1: Communicate research findings using data visualizations.
    • Evaluate graphs to determine if the assumptions of simple linear regression have been met.
  • Competency 2: Interpret statistical findings in the context of their level of statistical and practical significance.
    • Interpret the statistical significance of a simple linear regression model.
  • Competency 3: Conduct statistical analyses to address research questions in the social sciences.
    • Construct a scatterplot in JASP.
    • Construct a plot of residuals versus predicted values in JASP.
    • Construct a graph in JASP that can be used to evaluate the normality of residuals.
    • Construct a simple linear regression model using JASP.
  • Competency 7: Explain the results of statistical analyses in common language.
    • Write one sentence in APA style summarizing the results of the simple linear regression model.