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Tags: Statistical model building

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  1. Tablet Statistical Analysis Lab - Student and Instructor's Version

    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...

    https://pharmahub.org/resources/626

  2. Introduction to Model Building

    08 May 2008 | Online Presentations | Contributor(s): Gary Blau

    Course Background: Initial ideas developed for Pharmaceutical Scientists at the Dow Chemical Plant in Brindisi, Italy (1975) Subsequently evolved into a global course on Process...

    https://pharmahub.org/resources/190

  3. 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...

    https://pharmahub.org/resources/175

  4. Response Surface Methodology

    05 May 2008 | Teaching Materials | Contributor(s): Gary Blau

    This lecture describes response surface models: Models are simple polynomials Include terms for interaction and curvature Coefficients are usually established by regression analysis with...

    https://pharmahub.org/resources/153

  5. Screening

    05 May 2008 | Teaching Materials | Contributor(s): Gary Blau

    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...

    https://pharmahub.org/resources/152

  6. Factorial Experimentation

    05 May 2008 | 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.

    https://pharmahub.org/resources/151

  7. Single Factor Experiments

    05 May 2008 | 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...

    https://pharmahub.org/resources/150

  8. Review of Statistics

    05 May 2008 | 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...

    https://pharmahub.org/resources/148

  9. Probability Theory Review

    05 May 2008 | 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...

    https://pharmahub.org/resources/147

  10. 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 ...

    https://pharmahub.org/resources/145