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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 .. 16 Example 2: Randomized Complete Block DESIGN .. 19 Determining Power and Sample Size and Generating a Randomized Complete Block 19 Generating a Randomized Complete Block 22 Analyzing a Randomized Complete Block DESIGN .

each step, which will help clarify the decisions that should be made during each stage, is given ... population, including a description of the members. The designed experiment should ... Defining the experimental design consists of the following steps: 1. Identify the experimental unit.

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  Design, Step, Experimental, Population, Defining, Experimental designs

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