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Statistics for Engineers: CHE 4C3/6C3

Administrative

Class materials

Course outline Official course textbook Supplementary readings A self-paced software tutorial for R Course videos and audio from 2010, 2011, 2012, 2013 and 2014 Copyright and other legal stuff Comments, questions, feedback? Don't wait for official course evaluations. Announcements (previous ones) or Follow @stats4eng 04 Mar: the 5th assignment is posted now, and due on 12 March, at class. 06 Mar: plenty of source code for R examples, and a full derivation for the CTS system. Make sure you can repeat that derivation, and understand how to calculate the main effects and two factor interaction coefficients by hand. 09 Mar: anyone with pharmaceutical experience that is looking to continue their career in this field; please email me. 10 Mar: I'm slowly getting around to replying to all the DOE emails; backlog of about 5 days ...

Notes for 2014 class Topic Latest slides 0. Course outline and overview PDF 1. Visualizing process data PDF 2. Univariate data analysis PDF 3. Least squares modelling PDF 4. Design and analysis of experiments PDF 5. Process monitoring 6. Latent variable methods and applications 7. Course wrap up Suggested readings Materials for the 2013 class (use this to read ahead if you are in the 2014 class)

Assignments, projects, exams

Course calendar

Assignments: Assignment 1 - 2014, with full solutions Assignment 2 - 2014, with full solutions Assignment 3 - 2014, with full solutions Assignment 4 - 2014 Assignment 5 - 2014 Assignment 6 - 2014 Assignment 7 - 2014 How to submit an assignment electronically Tests, exams and project Midterm test Designed experiments project Response surface project Final exam Practice questions for tests and exams Tables Tables of the normal and \(t\)-distribution DOE trade-off table Datasets All course datasets