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Mini-Exam MAA-C3001 Statistical and Stochastic Methods in Engineering

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Mini-Exam

MAA-C3001 Statistical and Stochastic Methods in Engineering

20.10.2015

Answers may be given in en, fi, se, dk, de

1 Spatial correlation (0.5 pt)

What is spatial autocorrelation, and what is meant by positive and negative spatial autocor- relation?

2 Geostatistics (1 pt)

Describe the similarities and differences between Inverse Distance Weighting and Kriging

3 Wind and wave spectra (1.5 pts)

a. What quantity does a wave or wind spectrum contain, and how can it be graphically presented?

b. How is probabilitylinked to the wave spectrum?

c. What are the statistical conditions assumed in deriving the spectrum?

4 Bayesian (1 pt)

The Bayes Rule is

p(θ|X) = p(θ)p(X|θ) p(X) . Explain all the symbols appearing.

Mini-exam and course grading:

◦ points from the mini-exam (above, max 4) are added to

◦ points from the exercises: 0 - 2 bonus points for 50% - 100% of the exercises, linearly. Minimum 50% is required

◦ The yes/no graded exercises count for 0% / 100%

◦ 1-6 are passing grades, both for mini-exam and course.

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