Teaching GuideTerm Higher Polytechnic University College |
Mestrado Universitario en Materiais Complexos: Análise Térmica e Reoloxía (plan 2012) |
Subjects |
Statistical data analysis |
Contents |
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Identifying Data | 2016/17 | |||||||||||||
Subject | Statistical data analysis | 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 1.2. Frequency distributions. 1.3. Graphical plots. 1.4. Characteristic measures: Measures of location, variability and shape. 1.5. Vectors of variables. 1.6. Frequency distribution of bivariate vectors. 1.7. Graphical plots of bivariate vectors. 1.8. Characteristic measures of bivariate vectors. |
II. Statistical inference | 2.1. Introduction. 2.2. Point estimation. 2.3. Confidence Intervals. 2.4. Hypothesis testing. |
III. Regression Models | 3.1. Introduction. 3.2. Simple linear regression models. 3.3. Parameter estimation by least squares. 3.4. Properties of the estimators. 3.5. Inference for the parameters. 3.6. Validation of a regression model. 3.7. Correlation. 3.8. Other regression models. |
IV. Design and Analysis of Experiments | 4.1. Basic principles of design of experiments. 4.2 Planning stages of an experiment. 4.3. Designs with a source of variation. The ANOVA model. 4.4. Designs with several factors. Factorial designs. 4.5. Factorial designs and response surfaces. 4.6. Experimental designs applications to complex materials. |
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