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Table of Contents

        1. Introduction to Correlation
        2. What is Correlation?
        3. Types of Correlations: Positive and Neg...
        4. Understanding Correlation Coefficient a...
        5. Which Correlation Coefficient to Use an...
        1. Dataset and Resources
        1. Pearson's Correlation: Origin, Use & Wh...
        2. Why it is Called Product Moment Correla...
        3. Assumptions of Pearson's Product Moment...
        1. Calculation of r: Deviation Score formula
        2. Calculation of r: Z-Score Formula
        3. Calculation of r: Raw Score Formula
        4. Calculation of r: Co-variance Formula
        5. Manual Calculation of r using Raw Score...
        6. Importance of r
        7. Spurious Correlations: When Correlation...
        8. Pearson Correlation as a Coefficient of...
        1. Checking Assumptions of r
        2. Understanding Pearson, Two tailed, and ...
        3. Interpretation of Output of r
        4. Bootstrapping the Correlation Coefficie...
        5. Writing Output of r in APA style
        6. Fixing the Bootstrap Bug in SPSS 25
        1. Introduction to Biserial and Point-Bise...
        2. When to Use Biserial and When to Use Po...
        1. Calculation and Interpretation of Biser...
        2. APA Style Reporting of Biserial Correla...
        3. Exercise: Calculating a Point Biserial ...
        4. How to Calculate Point-Biserial Correla...
        5. Interpreting Point Biserial Correlation...
        6. Reporting Point-Biserial Correlation Ou...
        1. Introduction to Rho
        2. When to Use Rho?
        3. Origin and Notation of Rho
        4. Assumptions of Rho
        5. Understanding the Formula of Rho and Ra...
        6. How to Deal with Tied Ranks While Calcu...
        7. Should I Rank My Variables First then C...
        8. Calculating and Interpreting Rho in SPSS
        9. Rho is r on Ranked Data: Proof
        10. APA Style Reporting of Rho

Contents

Introduction to Correlations Using SPSS

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    • SPSS

    Year of Creation: 2017

    Posted Online on: 31 July 2017

    Duration: 2 Hours 16 Minutes

    Total Video Lectures: 40

    Course Description

    This course offers an in-depth and fundamental introduction to Correlational Analysis Using SPSS. The course provides a comprehensive discussion on basics, assumptions, and doing to Pearson's Correlation, Spearman's Rank Order Correlation, Biserial Correlation, and Point-Biserial Correlation. The course also discusses underlying assumptions and reporting results in standard APA Style

    Learning Outcomes

    On completion of this course you will be able to:

    • Undersatnd the concepts, applications and calculation of Pearson's Correlation using SPSS
    • Undersatnd the concepts, applications and calculation of Biserial Correlation using SPSS
    • Undersatnd the concepts, applications and calculation of Point-Biserial Correlation using SPSS
    • Undersatnd the concepts, applications and calculation of Spearman's Rank Order Correlation using SPSS

    Requirements

    • Familiarity with basic research process will be helpful but not essential.
    • A keen desire to master Statistics and SPSS
    • A laptop with internet connection
    • Familiarity with basic computer and operating system

    Recommended Foundation Course(s)

    Students are expected to be familiar with the following Foundation course(s) before going through this course:

    • IBM SPSS Statistics Foundation Course

    Questions and Answers

    Premium Members can post their course related questions and problems in Discussion Forum to get a response.

    Certification

    You will receive a course completion certificate after completion of the course.

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    Instructor

    Ritesh Chouhan
    Ritesh Chouhan

    Scholarsight is a Knowledge Organization. Our mission is to humanize scientific methods through technology-enabled learning. We are building Galaxy's biggest library of courses for scientists, inventors, and professionals.

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