Engineering Statistics Notes

Introduction to Engineering Statistics Notes and Resources: Spring 2010


Derivation of the Mean and Standard Deviation of the Binomial Distribution	Derivation of the Mean and Standard Deviation of the HyperGeometric Distribution	Notes on Stirling's Formula
Spreadsheet Using Stirling's Formula	Derivation of the Poisson Distribution	Derivation of the Normal Distribution
Excel Example of a Binomial Distribution Approaching a Normal Distribution	Analysis of the Buffon Needle Problem in Geometric Probability	Properties of the Bivariate Normal Distribution
Excel Examples of the Sampling Distribution of Means	Notes on Analysis of Variance	Excel Examples of ANOVA from Chapter 12
Notes on Regression Analysis	Excel Simulation of Random Error in a Regression Fit	Excel Simulation of Deterministic Error in a Regression Fit
Excel Comparison of Linear Regression to a Generalized Least Squares Fit	Notes on Multiple Factor Analysis of Variance

Java Demos/Simulations for Probability and Statistics

From Prof. Charles Stanton
at California State University, San Bernardino http://www.math.csusb.edu/faculty/stanton/m262/probstat.html

From Prof. David Lane
at Rice University http://www.ruf.rice.edu/~lane/stat_sim/index.html

From Prof. Charles Stanton at California State University, San Bernardino	http://www.math.csusb.edu/faculty/stanton/m262/probstat.html
From Prof. David Lane at Rice University	http://www.ruf.rice.edu/~lane/stat_sim/index.html

Course Files


Syllabus	http://faculty.matcmadison.edu/alehnen/EngineeringStats/SYLLAs09Stats241.html
Course Projects	http://faculty.matcmadison.edu/alehnen/EngineeringStats/projectss09.pdf
Bonus Projects	http://faculty.matcmadison.edu/alehnen/EngineeringStats/Bonusprojectss09.pdf
Exam 1	http://faculty.matcmadison.edu/alehnen/EngineeringStats/Exam1as09.pdf
Solution of Exam 1	http://faculty.matcmadison.edu/alehnen/EngineeringStats/Exam1as09_Solution.pdf
Exam 2	http://faculty.matcmadison.edu/alehnen/EngineeringStats/Exam2as09.pdf
Solution of Exam 2	http://faculty.matcmadison.edu/alehnen/EngineeringStats/Exam2as09_Solution.pdf
Exam 3	http://faculty.matcmadison.edu/alehnen/EngineeringStats/Exam3as09.pdf
Solution of Exam 3	http://faculty.matcmadison.edu/alehnen/EngineeringStats/Exam3as09_Solution.pdf
Exam 4	http://faculty.matcmadison.edu/alehnen/EngineeringStats/Exam4as09.pdf
Solution of Exam 4	http://faculty.matcmadison.edu/alehnen/EngineeringStats/Exam4as09_Solution.pdf