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Basic Concepts in Research and Data Analysis

Basic Concepts in Research and Data Analysis Introduction: A Common Language for Researchers ..2 Steps to Follow When Conducting The Research Question .. 3 The Hypothesis .. 4 Defining the Instrument, Gathering Data, Analyzing Data, and Drawing Conclusions .. 5 Variables, Values, and Variables .. 6 Values .. 7 Quantitative Variables versus Classification Variables .. 7 Observations .. 7 Scales of Measurement and JMP Modeling Types ..9 Nominal Scales .. 9 Ordinal Scales .. 9 Interval Ratio Scales ..11 Modeling Types in JMP ..12 Basic Approaches to Nonexperimental Research ..12 Experimental Descriptive versus Inferential Statistical Analysis .

types with which these variables are analyzed . The chapter reviews the differences between nonexperimental and experimental research and the differences between descriptive and inferential analyses. Finally, it presents basic concepts in hypothesis testing. After completing this chapter, you should be familiar with the fundamental issues and

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