About this class
1. Explain the basic concepts underlying probability and hypothesis testing.
2. Explain the underlying assumptions and the applicability of each of the approaches studied.
3. Apply statistical models and statistical concepts including probability and hypothesis testing to solve engineering problems.
4. Apply linear algebra concepts and methods to statistical models.
5. Demonstrate an enhanced analytical ability.
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Learning Material
Title
Volume
Unit 1: Bayesian Statistical Methods in Engineering
5.89 MB
<p>Bayesian Statistical Methods in Engineering</p>
Unit 2: Reliability Analysis and Failure Mode Assessment
5.89 MB
<p>Reliability Analysis and Failure Mode Assessment</p>
Unit 3: Design of Experiments for Optimization
5.89 MB
<p>Design of Experiments for Optimization</p>
Unit 4: Multivariate Statistical Techniques in Quality Control
5.89 MB
<p>Multivariate Statistical Techniques in Quality Control</p>
Unit 5: Regression Analysis for Complex Engineering Systems
5.89 MB
<p>Regression Analysis for Complex Engineering Systems</p>
Unit 6: Nonparametric Statistics for Engineering Applications
5.89 MB
<p>Nonparametric Statistics for Engineering Applications</p>
Unit 7: Statistical Process Control for Continuous Improvement
5.89 MB
<p>Statistical Process Control for Continuous Improvement</p>
Unit 8: Time Series Analysis in Engineering Data
5.89 MB
<p>Time Series Analysis in Engineering Data</p>
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