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Tags: Statistical model building

Resources 9 results (feed)

  1. Statistical Model Building and Design of Experiments

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    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 …

    http://pharmahub.org/resources/145

  2. Probability Theory Review

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    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 …

    http://pharmahub.org/resources/147

  3. Review of Statistics

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    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 …

    http://pharmahub.org/resources/148

  4. Single Factor Experiments

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    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 …

    http://pharmahub.org/resources/150

  5. Factorial Experimentation

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    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.

    http://pharmahub.org/resources/151

  6. Screening

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    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 …

    http://pharmahub.org/resources/152

  7. Response Surface Methodology

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    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 a …

    http://pharmahub.org/resources/153

  8. Problems for Statistical Model Building

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    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 molecule …

    http://pharmahub.org/resources/175

  9. Introduction to Model Building

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    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 Optimization …

    http://pharmahub.org/resources/190

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