Transcription of CONCEPTS OF EXPERIMENTAL DESIGN 081005
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CONCEPTS OF EXPERIMENTAL DESIGN 081005
A SAS White PaperConcepts of EXPERIMENTAL DesignDesign Institute for Six Sigma Table of Contents Introduction ..1 Basic CONCEPTS .. 1 Designing an Experiment .. 2 Write Down Research Problem and 2 Define Population .. 2 Determine the Need for Sampling .. 2 Define the EXPERIMENTAL 3 EXPERIMENTAL (or Sampling) 4 Types of Variables .. 4 Treatment Structure .. 5 DESIGN Structure .. 6 Collecting Data .. 7 Analyzing Data .. 7 Types of 8 Assumptions .. 8 Inference Space .. 10 EXPERIMENTAL DESIGN Examples .. 10 Example 1: Completely Randomized 10 Determining Power and Sample Size and Generating a Completely Randomized DESIGN .. 11 Generating a Completely Randomized DESIGN .. 13 Analyzing Data from a Completely Randomized DESIGN .
This section discusses the basic concepts of experimental design, data collection, and data analysis. The following steps summarize the many decisions that need to be made at each stage of the planning process for the experiment. These steps are not independent, and it might be necessary to revise some earlier decisions that were made.
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