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Teaching GuideTerm Higher Polytechnic University College |
| Mestrado Universitario en Materiais Complexos: Análise Térmica e Reoloxía (plan 2012) |
 Subjects |
| Análise estatística de datos |
| Contents |
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| Identifying Data | 2015/16 | |||||||||||||
| Subject | Análise estatística de datos | Code | 730495005 | |||||||||||
| Study programme |
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| Descriptors | Cycle | Period | Year | Type | Credits | |||||||||
| Official Master's Degree | 2nd four-month period |
First | Obligatoria | 3 | ||||||||||
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| Topic | Sub-topic |
| I. Exploratory data analysis | 1.1. Introduction to statistical analysis 1.1.1 Summary numerical data: Measures characteristics: measurements of position, dispersion and shape. 1.1.2. Vector statistics. 1.2. graphical representations |
| II. Regression Models | 2.1. Simple linear regression model. 2.2. Elements of a regression model. 2.2.1.The linear model. 2.2.2. Parameter estimation by least squares. 2.2.3. Properties of estimators. 2.2.4. Inference on the parameters. 2.3. Validation of a regression model. 2.4. Tools for the study of the regression. |
| III. Design and Analysis of Experiments | 3.1. Basic principles of design of experiments'. 3.2 Pplanning stages of an experiment. 3.3. Designs with a source of variation. The ANOVA model. 3.4. Designs with several factors. Factorial designs. 3.5. Factorial designs and response surfaces. 3.6. Experimental designs applications to complex materials. |
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