| Code |
Course Name |
Language |
Type |
| END 446E |
Statistical Experimental Design |
English |
Elective |
| Local Credits |
ECTS |
Theoretical |
Tutorial |
Laboratory |
| 3 |
4 |
3 |
0 |
0 |
| Course Prerequisites and Class Restriction |
| Prerequisites |
(END 252E MIN DD
or END 252 MIN DD
or VBA 252E MIN DD)
and (END 311 MIN DD
or END 311E MIN DD
or VBA 311E MIN DD)
|
| Class Restriction |
None |
| Course Description |
| Basic concepts of statistics; probability distributions, estimation methods, estimating percentiles,sampling
distributions. Testing hypotheses and goodness of fit. Correlation and regression; linear, nonlinear, and multiple
linear correlation and regression analysis. Analysis of variance; estimating variance components in experimental
measurements, multiple factor analysis of variance, factorial experimental design, completely randomized designs,
blocking designs, full factorial designs with two levels, fractional designs with two levels and response surface
designs. Designing experiments to estimate parameters in nonlinear models. Effects of measurement errors on
calculated values. |
|
