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Review of Statistics
05 May 2008 | Teaching Materials | Contributor(s): Carl Wassgren, Avik Sarkar
This lecture covers the following topicsDifference between statistics and probabilityStatistical InferenceSamples and populationsIntro to JMP software packageCentral limit theoremConfidence intervalsHypothesis testingRegression and modeling fundamentalsIntroduction to Model BuildingSimple linear...
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Rotating Drum
01 Sep 2024 | Tools
PharmaHUB Rotating Drum
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Screening
05 May 2008 | Teaching Materials | Contributor(s): Carl Wassgren, Avik Sarkar
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 sacrificing interactionsUnderstand the concept of confounding / aliasesLearn how to write the mathematical model for...
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Single Factor Experiments
05 May 2008 | Teaching Materials | Contributor(s): Carl Wassgren, Avik Sarkar
The purpose of single factor experiments is to:Quantify relationship between a single factor and a single measured or response variableCompare the relative effectiveness of two or more treatments (levels of the factor).Estimate the level of the factor that optimizes the response variable
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Statistical Model Building and Design of Experiments
05 May 2008 | Courses | Contributor(s): Carl Wassgren, Avik Sarkar
Topics covered in this module includeQuantification of Uncertainty in Experimental data and impact on model analysis using Probability TheoryReview of Statistics for building Statistical Models (Multilinear Regression analysis)Design of Experiments for Building Statistical models Single factor...
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Tablet Statistical Analysis Lab - Student and Instructor's Version
16 Apr 2014 | Teaching Materials | Contributor(s): Carl Wassgren, Avik Sarkar
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 incorporating general engineering educational objectives. This contains both a student version and instructor...
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Video Lecture 06: Introduction to Soft-Particle DEM and Normal Contact Force Models - Part I
01 Sep 2024 | Animations
Video Lecture 06: Introduction to Soft-Particle DEM and Normal Contact Force Models - Part ICarl R. WassgrenParticulate Systems Laboratory (PSL), Purdue University
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Visualization of Particle-Based Computer Data
01 Sep 2024 | Series
The ParticleVis software system offers full-featured visualization of discrete element method (DEM) computer data for real-time 3D rendering of large sets of particle states. ParticleVis capabilities include:adjustable lighting conditions and camera viewing characteristics,options to display...