Tools & Tutorials
A community-editable collection of methods, guides, and other resources.
A brief introduction, installation guide, and list of references for the free, libre, open-source Sage Math computer algebra system.
Differential Equation and Numerical Methods Prime . The purpose of this document is to act as a stand-alone tutorial on the application of Euler’s Method to solve initial-value differential equation problems. Secondarily, this document will review the scheme by which differential equations are classified and provide an introduction to more accurate (and more computationally-intensive) higher-order Runge-Kutta methods.
Process Dynamics. simultaneous unsteady mass balances - growth kinetics examples
Statistical concepts and definitions; practical guide to implementing the T-test, F-test, and Chi-square statistical tests.
ANOVA - Definitions of the elements of an ANOVA table.
Paper written on using ANOVA for Model Descrimination (Knowing when you have enough adjustable parameters)
Here is a 2013 ANOVA youtube video I recorded for ANOVA that is focused on understanding the conecpt - beyond the MECHANICS of filling out the table.
Critical Values for the Student's T-Distribution: http://www.itl.nist.gov/div898/handbook/eda/section3/eda3672.htm
Critical Values for the F-distribution (ANOVA F-test): http://www.itl.nist.gov/div898/handbook/eda/section3/eda3673.htm