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Statistics · Studypool

Correlation Coefficient

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 7 Assignment Worksheet [DOCX].
  • Download the Week_7_Assignment_Data.csv file.

Instructions

Complete and submit the Week 7 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.
    • Check the assumptions of Pearson’s r using graphs.
  • Competency 2: Interpret statistical findings in the context of their level of statistical and practical significance.
    • Interpret the statistical significance of a hypothesis test.
  • Competency 3: Conduct statistical analyses to address research questions in the social sciences.
    • Use JASP to construct a scatterplot and histograms.
    • Use JASP to compute a correlation coefficient.
  • Competency 6: Explain why measurement of research variables must be reliable and valid.
    • Discuss how your correlation can be used to support a specific type of reliability or validity.