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Table of Contents

        1. What is Factor Analysis?
        2. Understanding Latent Variables and Indi...
        3. Sample Researches Using FA in Social Sc...
        4. Historical Origin of FA & Its Applicati...
        5. Exploratory Factor Analysis vs. Confirm...
        1. Setting Data for Factor Analysis
        2. Understanding Selection Variable
        3. Univariate Descriptives & Initial Solut...
        4. Correlation Matrix Coefficients, Signif...
        5. Understanding Inverse, Reproduced, Anti...
        1. Principle Component Analysis
        2. Principle Axis Factoring
        3. Maximum Likelihood Estimation Method
        4. Choosing Correlation vs. Covariance Mat...
        1. Interpreting Correlation Matrix & Unrot...
        2. Determining number of factors: Scree Pl...
        3. Factor Rotation: What It Is and Why its...
        4. Rotation Methods: Varimax, Quartimax, E...
        5. Calculating Factor Scores: Regression, ...
        6. Factor Score Coefficient Matrix
        7. Missing Value Analysis: Listwise, Pairw...
        8. Sort by Size & Suppressing Smaller Coef...
        1. Part 1: Identifying Dimensions of Perso...
        2. Part 2: Identifying Dimensions of Perso...
        3. Part 3: Identifying Dimensions of Perso...
        4. Part 4: Factor Naming
        5. Part 5: Reliability Analysis of Factors- 1
        6. Part 6: Reliability Analysis of Factors- 2
        7. Part 7: Reliability Analysis of Factors- 3
        8. Part 8: Presenting Results of FA in APA...

Contents

Exploratory Factor Analysis in SPSS

1
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    • SPSS

    Year of Creation: 2017

    Posted Online on: 29 July 2017

    Duration: 2 Hours 54 Minutes

    Course Description

    This course offers a fundamental introduction to Exploratory Factor Analysis Using IBM SPSS Statistics® Software. Factor analysis is a powerful technique of identifying latent factors underlying a construct. Scaling techniques are not complete without Factor Analysis. Therefore, this course provides a focused explanation of Factor Analysis along with its related concepts.

    Learning Outcomes

    On completion of this course you will be able to:

    • Conduct Factor Analysis with confidence
    • Calculate relevant statistics for Factor Analysis using SPSS
    • Plan and test hypotheses based on factor analysis
    • Perform factor analysis and present the results in standard format.

    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.

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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.

    Want to learn from industry experts? Join today.
    Unlock this course with a membership upgrade
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