University of Tennessee Department of Materials Science & Engineering

MSE 301 Course Website Applied Statistics and Numerical Methods for Materials Scientists & Engineers Department of Materials Science & Engineering University of Tennessee at Knoxville

Notes Statistics & Probability Lecture Notes Motivational Introduction Probability Random Variables Expectations Discrete Distributions Continuous Distributions Sampling and Estimation Handouts PDF Review Sheet Statistics Review Sheet PDF MatLab Commands Numerical Methods Lecture Notes Introduction Linear Algebra Regression Numerical Differentiation Single Variable Rootfinding Multivariate Rootfinding Parameter Stepping Numerical Integration Solution of Ordinary Differential Equations Optimization Handouts Summary of MATLAB linear algebra commands Student Guest Lectures Lecture Notes A Self-Contained Derivation of Gaussian Quadrature by Ashraf Marzouk (2005) A Self-Contained Derivation of Finite Difference Formulae by Matthew Lassiter (2007) Peripheral Content Lecture Notes Derivation: Sample Mean follows Normal Distribution

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