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Design of Experiments - Fractional Factorial Designs
 URBÁNEK, Milan
The aim of this bachelor thesis is to show the issue of full factorial designs and fractional factorial designs and their economical use. First part of the thesis is focused on the explanation of design of experiments and sets basic mathematical and statistical methods which are used in the design of experiments. Next there are shown quality management methods which are using the design of experiment as one of theirs tools. In the second part of the thesis, the practical part, are constructed the full factorial design, half factorial design and saturated design for the model case. These designs are processed in the statistical software R. Results of these designs are compared in the end of the practical part. This comparison indicates that if we use right methods we can get near the same results from the fractional factorial designs as from the full factorial designs. Therefore we can reduce costs if we construct fractional factorial design which will need only a fraction of experiments that would the full factorial design need.
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