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Syllabus 2016-17 - 11712008 - Design and Analysis of Experiments (Diseño y análisis estadístico de experimentos)
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- Level 1: Tutorial support sessions, materials and exams in this language
- Level 2: Tutorial support sessions, materials, exams and seminars in this language
- Level 3: Tutorial support sessions, materials, exams, seminars and regular lectures in this language
| DEGREE: | Grado en Estadística y empresa |
| FACULTY: | FACULTY OF LAW AND SOCIAL SCIENCES |
| ACADEMIC YEAR: | 2016-17 |
| COURSE: | Design and Analysis of Experiments |
SYLLABUS
1. COURSE BASIC INFORMATION
| NAME: Design and Analysis of Experiments | |||||
| CODE: 11712008 | ACADEMIC YEAR: 2016-17 | ||||
| LANGUAGE: English | LEVEL: 1 | ||||
| ECTS CREDITS: 6.0 | YEAR: 3 | SEMESTER: PC | |||
2. LECTURER BASIC INFORMATION
| NAME: OYA LECHUGA, ANTONIA | ||
| DEPARTMENT: U112 - ESTADISTICA E INVESTIGACIÓN OPERATIVA | ||
| FIELD OF STUDY: 265 - ESTADÍSTICA E INVESTIGACIÓN OPERATIVA | ||
| OFFICE NO.: B3 - 046 | E-MAIL: aoya@ujaen.es | P: 953212625 |
| WEBSITE: http://www10.ujaen.es/conocenos/departamentos/estio/2955 | ||
| ORCID: https://orcid.org/0000-0001-6203-7341 | ||
| LANGUAGE: English | LEVEL: 1 | |
3. CONTENT DESCRIPTION
Introduction to the Statistical Design of Experiments
- Statistical experimentation
- Statistical design of experiments
- Principles in experimental design
Completely Randomized Designs
- One-way ANOVA
- Multiple comparison methods
- Analysis of variance assumptions
- Statistical power and determination of sample size
Randomized Complete-Block Designs
- Analysis of variance
- Topics closely related to complete-block designs
- Model assumptions
- Extensions: Latin-Square and Greco-Latin Square Designs
Factorial Designs
- Fixed constants model
- Model assumptions
- Variance-component models
- Higher-order factorial experiments
Designs for 2 k experiments
- Designs for 2 2 experiments
- Designs for 2 3 experiments
- Designs for 2 k experiments
- Confounding method
- Fractional factorial designs
Analysis of Covariance
- Single-factor experiment with one covariate
- Multiple comparison methods
- Model assumptions
- Introduction to other covariance models
4. COURSE DESCRIPTION AND TEACHING METHODOLOGY
Default teaching session language will be Spanish. These sessions are structured in:
- theoretical sessions, where learning contents are developed and illustrative examples are shown
- practical sessions to solve exercises on the board and also by using a statistical software.
Tutorial support sessions, bibliography, additional materials and exams will be available in English. Exchange international students electively can join regular course in Spanish whenever they wish.
Students with special educational needs should contact the Student Attention Service (Servicio de Atención y Ayudas al Estudiante) in order to receive the appropriate academic support
5. ASSESSMENT METHODOLOGY
The assessment procedure consists of:
- A writing exam with theoretical and practical exercises (80%).
- A continuous evaluation of the practical sessions in which the proposed exercises will be solved by using a statisitcal software (20%).
6. BOOKLIST
MAIN BOOKLIST:
- Design and analysis of experiments. Edition: -. Author: Dean, Angela. Publisher: Berlin: Springer, 1999 (Library)
ADDITIONAL BOOKLIST:
- An introduction to statistical inference and its applications with R. Edition: -. Author: Trosset, Michael W.. Publisher: Boca Raton : Chapman & Hall CRC, 2009. (Library)
- Design and analysis of experiments Klaus Hinkelmann. Edition: -. Author: Hinkelmann, Klaus. Publisher: New York [etc.]: John Wiley & Sons, 2005- (Library)
- Statistical design and analysis of experiments: with applications to engineering and science. Edition: 2nd ed. Author: Mason, Robert L.. Publisher: New York: Wiley-Interscience, cop. 2003 (Library)
- The desing of experiments: statistical principles for practical applications. Edition: 1st ed., repr. Author: Mead, Roger. Publisher: Cambridge: Cambridge University Press, 1994 (Library)
- Statistical principles in experimental design. Edition: -. Author: Winer, B.J.. Publisher: New York ; Madrid [etc.]: McGraw-Hill, cop. 1991 (Library)