ADVANCED STATISTICS

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Instructor: Dr. Patricia Busk

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  • Purpose

    The purpose of the course is to provide an introduction to statistical methods in educational research and evaluation. Methods beyond one-way analysis of variance will be covered, which include two-way analysis of variance, repeated measures analysis of variance, multiple regression, canonical correlation, discriminant analysis, and multivariate analysis of variance. This is only a one semester course, and, hence, it is not possible to cover all statistical procedures, but the basis for understanding many of the procedures will be presented.

    This course is developed with an emphasis on conceptual understanding and logic for students without extensive mathematical background. Students should be able to approach advanced data analysis from a consumer's perspective, not from a manufacturer or inventor of the techniques point of view.

    The main focus is on the ability to communicate results of data that have been analyzed. Students will be provided computer output as a basis for writing of the results. These writeups are to be in APA format (if required by the student's department for the dissertation) or Turabian. All tables will be in standard format as found in most research journals.

    General Objectives

    By the termination of the course, class members should have the ability to

  • understand the basic concepts necessary for performing and interpreting advanced statistical methods.
  • apply these procedures to a body of data in an appropriate manner.
  • review and evaluate the statistical techniques used to analyze data found in journal articles.
  • interpret computer output resulting from data analysis using advanced techniques.
  • write up the results of data analyses resulting from advanced statistical techniques.
  • develop an understanding of statistical theory and procedures as a foundation for future study and research.
  • write up results of statistical analyses evidencing statistical reasoning and educational and practical interpretation.

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