## Syllabus 2019-20 - 11713004 - Advanced Sampling Techniques (Técnicas avanzadas de muestreo)

Caption
• 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
SYLLABUS
1. COURSE BASIC INFORMATION
 NAME: Advanced Sampling Techniques CODE: 11713004 ACADEMIC YEAR: 2019-20 LANGUAGE: English LEVEL: 1 ECTS CREDITS: 6.0 YEAR: 4 SEMESTER: PC
2. LECTURER BASIC INFORMATION
 NAME: ALBA FERNANDEZ, MARIA VIRTUDES DEPARTMENT: U112 - ESTADISTICA E INVESTIGACIÓN OPERATIVA FIELD OF STUDY: 265 - ESTADÍSTICA E INVESTIGACIÓN OPERATIVA OFFICE NO.: B3 - 0053 E-MAIL: mvalba@ujaen.es P: 953212142 WEBSITE: www4.ujaen.es/~mvalba ORCID: https://orcid.org/0000-0002-4747-740X LANGUAGE: - LEVEL: 1
3. CONTENT DESCRIPTION

• Use of auxiliary information I: difference estimator and ratio type estimator.
• Design description and estimation of parameters.
• Variance estimator.
• Use of auxiliary information II: regression type estimator.
• Design description and estimation of parameters.
• Variance estimator.
• Two-phase sampling.
• Cluster sampling.
• Design description and estimation of parameters.
• Variance estimator.

4. COURSE DESCRIPTION AND TEACHING METHODOLOGY

The global mark is divided into two parts, the first one is an examen with theoretical questions and problems. The second is a presentation of a study case based on the use a programming language.

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 final mark is obtained from the theoretical exam (70%) and the practical exam (30%).

6. BOOKLIST
MAIN BOOKLIST:
• Sampling methods: exercises and solutions. Edition: -. Author: Ardilly, Pascal. Publisher: Berlin: Springer, 2005  (Library)
• Model assisted survey sampling. Edition: Corrected 4th printing. Author: Särndal, Carl-Erik. Publisher: New York ; Barcelona: Springer, 1997  (Library)