Course ePortfolio

Advanced Educational Statistics

Finally, a clear, demystified approach to learning educational statistics. A narrative, along with videos, output data sets and sample data sets. The video presentations are the focus and will be especially helpful for guiding the learner through the process of conducting statistical analyses using SPSS and interpreting SPSS output data.


Course:

CED 611 Advanced Graduate Statistics (3 semester hours) This course provides additional training in statistics. It will cover basic statistical concepts of validity and reliability. It will include instruction in using and interpreting tests of statistical tests including: advanced correlational methods, multiple regression, t-tests, ANOVA, two-way factorial ANOVA, and selected nonparametric tests. The use of SPSS will be integrated into the course. 

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Corequisite: CED 610

Pedagogical Approach

None

Learning Outcomes

The engaged learner will:

  • Identify and explain introductory terminology;
  • Conduct correlational analyses to include simple and bivariate correlation;
  • Conduct factor analysis;
  • Conduct simple and multiple linear regression;
  • Perform comparative analyses to include independent sample t-test, ANOVA, Two-Way ANOVA, and MANOVA; and
  • Conduct selected non-parametric analyses.

Assessment

Lesson module exams - A grade up to 100 can be earned on the lesson module exams. Please keep in mind that this is a doctoral level research tool course. Do not expect the instructor to explain why you missed a problem on the exam. When you take the exams, make notes regarding the questions and your responses. You are responsible for determining the accuracy of your answers. You are also responsible for the identification of reasons a particular question may have been missed. While this is not good pedagogical practice, this is solid andragogical practice. I want you to take responsibility for your learning. Work with an through your study group to master the material.

Discussion participation - A grade will be assigned for participation in the discussion group for each module. Generally this grade will be 5. A grade of 2 is given the first time that no participation in the discussion forum is evident. Afterwards, a grade of 0 is given.

Reflection - Each module will require that you post thoughts to the journal. The same participation grading methodology will be utilized for reflection activities as that utilized for discussion participation. Generally this grade will be 5. A grade of 2 is given the first time that no participation in the discussion forum is evident. Afterwards, a grade of 0 is given.

Group Assignments - Each student will be assigned to a study group. Each group will have a project for each module. The group should establish rules of operation and hold every member accountable. Please indicate on the first of the project the names of those who participated, as well as, the module for which the project is intended. Group assignments will be awarded a grade ranging from 10 downward. 

Other Information

None

Course Resources

  • Correlational Analysis
    Correlational Analysis (Presentation)
    Finally, a clear, demystified approach to learning educational statistics. A narrative, along with videos, output data... More
  • Factor Analysis
    Factor Analysis (Open (Access) Textbook)
    The second volume in a series of Advanced Educational Statistics, Factor Analysis continues a clear, demystified... More
  • Linear Regression
    Linear Regression (Presentation)
    The third volume in a series of Advanced Educational Statistics, Linear Regression maintains the no nonsense teaching... More
  • MANOVA
    MANOVA (Presentation)
    MANOVA is the sixth volume in a series of Advanced Educational Statistics. A straightforward, clear teaching style for... More
  • Multiple Linear Regression
    The fourth volume in a series of Advanced Educational Statistics, Multiple Linear Regression builds on the innovative... More
  • Non-Parametric Analyses
    Non-Parametric Analyses (Presentation)
    Non-Parametric Analyses is the seventh volume in a series of Advanced Educational Statistics. A straightforward, clear... More
  • t-Test & ANOVA
    t-Test & ANOVA (Presentation)
    The fifth volume in a series of Advanced Educational Statistics, t-Test & ANOVA bulids on the innovative teaching... More