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JMP: Introduction to Design of Experiments is a Course

JMP: Introduction to Design of Experiments



Full course description


Design of experiments (DOE) is the design of a process aimed to describe and explain sources of variability to improve product and process development. In simpler terms, experimentation is used to determine causation. This workshop begins with an overview of basic statistical concepts, the scientific method, and the statistical contributions to the scientific method. A simple example is used to walk through the scientific method while demonstrating statistical thinking, methodology and analysis. Basic principles of DOE are then covered leading into specific types of designs. Completely Randomized Designs (CRD) and Randomized Complete Block Designs (RCBD) are introduced. The workshop ends with the development of these designs built in JMP software. This workshop takes approximately 1 hour and 45 minutes to complete.

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