CE 200 - Data Analysis and Parameter Estimation

CE 200: Engineering Data Analysis
Department of Civil and Environmental Engineering
Edmund T. Pratt School of Engineering
Duke University - Box 90287, Durham, NC 27708-0287

Henri Gavin, Ph.D., P.E., Associate Professor

Spring 2003 Syllabus

Academic Integrity
Numerical Recipes in C ... On Line
CRC Engineering Handbooks On-Line: http://www.ENGnetBASE.com/
The Engineering Handbook, CRC Press, Richard C. Dorf, Editor
The Measurement, Instrumentation, and Sensors Handbook, CRC Press, John G. Webster, Editor

Matlab Tutorials
On-Line Linear Systems Lab from Johns Hopkins University
Engineering Statistics Handbook from NIST
On-Line Statistics Lab from Duke University
On-Line Statistics Lab from Rice University
Weibull.com On-Line Statistical Reliability Resources
StatisticalEngineeirng.com On-Line Statistics Resources
Error Analysis Tutorials from the University of Michigan
The Matlab Statistics Toolbox
The Matlab Optimization Toolbox
The Wavelet Transform from the European Southern Observatory
The Wavelet Digest from E.P.F.L.
More Links to Wavelet Resources from surveillance-video
Introduction to Singular Value Decomposision by Todd Will
Iterative Methods for Optimization, by C.T. Kelley, N.C.S.U.
Math 3016, Optimization Dr. Huifu Xu, University of Southampton
Least Squares, Modeling, and Signal Processing by James A. Cadzow
Least Squares Optimization by Eero P. Simoncelli
Math 5630. Numerical Optimization, Michigan Tech., Prof. Mark S. Gokenbach
Methods for Nonlinear Least Squares Problems, 2nd ed., Technical University of Denmark, K. Madsen, H.B. Nielsen, O. Tingleff
An Analysis of the Total Least Squares Problem by Gene H. Golub and Charles F. Van Loan
Total Least Squares by Yves Nievergelt
An Introduction to Total Least Squares by P. de Groen
The Extended Least Squares Criterion by Arie Yeredor
A Regularized Total Least Squares Algorithm by Hongbin Guo and Rosemary A. Reneaut
Efficient Algorithms for Solution of Regularized Total Least Squares by Rosemary A. Reneaut and Hongbin Guo
Independent Component Analysis - A Tutorial by Aapo Hyvarinen and Erkki Oja, 1999
Other Courses
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