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Statistical Model Building and Design of Experiments
Courses | Contributor(s): Gary Blau
Topics covered in this module include
Quantification of Uncertainty in Experimental data and impact on model analysis using Probability Theory
Review of Statistics for building Statistical …
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Probability Theory Review
Teaching Materials | Contributor(s): Gary Blau
For any real system or phenomenon, there will be a certain amount of variability associated with data generated by the system.
Probability is the language used to characterize and interpret the …
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Review of Statistics
Teaching Materials | Contributor(s): Gary Blau
This lecture covers the following topics
Difference between statistics and probability
Statistical Inference
Samples and populations
Intro to JMP software package
Central limit …
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Single Factor Experiments
Teaching Materials | Contributor(s): Gary Blau
The purpose of single factor experiments is to:
Quantify relationship between a single factor and a single measured or response variable
Compare the relative effectiveness of two or more …
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Factorial Experimentation
Teaching Materials | Contributor(s): Gary Blau
A full factorial experiment is a set of experimental runs such that all levels of a given factor are combined with all levels of every other factor.