The CRECK Modeling Group

Detailed kinetic mechanisms and CFD of reacting flows

Error Analysis (060110)

 

Instructors

Alessio Frassoldati

Giancarlo Gentile (Teaching Assistant)

 

Syllabus

Error Analysis. Measurements and uncertainties. Expected value and best measurement. Inferential measurements and error propagation. Systematic and random errors. Description of the statistical data. Distribution, histogram and frequency curves. Statistical measures: Location (mean, median and mode) and variability (variance). Fundamental concepts of probability. Measurements as random variables. Expected value and variance of a random variable. Statistical distribution. Normal and Standard Normal Distribution. Sampling distribution of the mean. Statistical Inference. Population and samples. Statistical estimation. Estimators and Estimates. Maximum likelihood estimation. Interval estimates. Hypothesis testing. Test of best fitting. Correlation analysis. Covariance. Correlation coefficient. Mathematical modeling of correlated measures. Regressions. Linear regression using least squares. Parameter estimations. Confidential interval of parameters and predictions. Coefficient of determination. Multiple Regression. Model evaluation and comparisons of models.

 

Examination

Examination consists of a written test with exercises to be solved. Once the written part has been successfully passed, the student has to take the oral exam on the theoretical aspects.

 

Official site

Politecnico di Milano

 

Supplementary Material

Supplementary material (presentations, notes, exercises, results of written examinations, communications, etc.) can be downloaded here

Natta Lecture Award 2015

The Natta Lecture Award 2015 will be conferred to Prof. Katharina Kohse-Hoeinghaus from the University of Bielefeld on the 6th Nov. 2015 in Rogers Conference Room at 14:00

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Are you interested in joining the CRECK Modeling Group for your thesis, PhD studies or post-graduate research?

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