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Syllabus 2018-19 - 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: 2018-19
SYLLABUS
1. COURSE BASIC INFORMATION
NAME: Design and Analysis of Experiments
CODE: 11712008 ACADEMIC YEAR: 2018-19
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
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 &#59; Madrid [etc.]: McGraw-Hill, cop. 1991  (Library)