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Collaboration for pharmaceutical engineering and science
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Tablet Statistical Analysis Lab - Student and Instructor's Version
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16 Apr 2014 | Teaching Materials | Contributor(s): Alexander Vincent Jannini, David J Krause, Heather Malino, Kevin Sweeney, C.S. Slater PhD, M.J. Savelski
This is one of a set of experiments designed for lower level undergraduate courses. The focus of the experimental set is to introduce pharmaceutical concepts to undergraduates while also...
Introduction to Model Building
08 May 2008 | Online Presentations | Contributor(s): Gary Blau
Initial ideas developed for Pharmaceutical Scientists at the Dow Chemical Plant in Brindisi, Italy (1975)
Subsequently evolved into a global course on Process...
Problems for Statistical Model Building
05 May 2008 | Teaching Materials | Contributor(s): Gary Blau
Scenarios, problem statements, JMP data files, and solutions for the course on Statistical Model Building and Design of Experiments. Scenario 1 is based on a batch reactor system for small...
Response Surface Methodology
This lecture describes response surface models:
Models are simple polynomials
Include terms for interaction and curvature
Coefficients are usually established by regression analysis with...
The objectives of this lecture are to:
Show how to screen or select the most important main effects with fewer experiments.
Show how to construct fractional factorial experiments by...
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.
Single Factor Experiments
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...
Review of Statistics
This lecture covers the following topics
Difference between statistics and probability
Samples and populations
Intro to JMP software package
Probability Theory Review
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...
Statistical Model Building and Design of Experiments
05 May 2008 | 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 ...