Analysis of complex surveys, spring 2016
Type and Credits
Intermediate level course (aineopinnot)
Exam (6 cu) or exam plus (optional) practical/theoretical homework (2 cu), total 8 cu
Advanced level course (syventävät opinnot)
Exam (6 cu) plus (compulsory) practical/theoretical homework (2 cu), total 8 cu
Lecture and PC lab sessions (6 x 4 = 24 hours), homework
The course covers selected statistical methods intended for the analysis of data arising from complex surveys involving stratification, clustering and weighting. Such surveys are common in social, behavioral, health and educational sciences. Good examples are the PISA survey and the European Social Survey as well as the Health 2000 and 2011 surveys. In accounting for the survey design complexities, we concentrate on design-based and model-based methods applied to data analysis with linear and logistic regression. Case studies (mainly in social and health sciences) are presented. Computational tools (SAS, SPSS, R) are introduced and applied for real data sets. The course is of applied type.
When completing the course, students are expected to be familiar with main approaches, methods and computational tools for the analysis of complex survey data and becoming capable to apply the methods in typical real-world analysis situations. Basic knowledge in statistical inference, data analysis and statistical computation (SAS, SPSS, R) would help successful participation.
The course is intended for students majoring or graduating in statistics and for Master level and post-graduate (doctoral) students in their quantitative studies in applied sciences incl. social, behavioral and health sciences and economics (e.g. REMS). As an applied type course, the course also would fit well for statisticians and researchers in research institutes and elsewhere.
Lectures & PC lab sessions: Tuesday at 15-19, first lecture 19 January, final lecture 23 February.
Venue: Svenska social- och kommunalhögskolan (SSKH) IT-sal, City Centre campus, address: Snellmaninkatu 12
Exception: Tuesday 2.2. at 15-19 venue: Unioninkatu 35 seminar room 114
Exam: Tuesday 1 March at 15:00-17:00 Unioninkatu 35 seminar room 114
19.1. at 15–19
2.2. at 15–19
U35 sh 114
9.2. at 15–19
16.2. at 15–19
23.2. at 15–19
1.3. at 15–17
U35 sh 114
Slides & materials: English
Lecture sessions, default: English
PC lab sessions, default: English
Homework assignment: English or Finnish
Exam: English or Finnish
Access to slides, supplemental materials, program codes, data sets etc.
NOTE: A valid user account for UH computer system is required.
Textbooks and selected articles
Lehtonen R. and Pahkinen E. (2004). Practical Methods for Design and Analysis of Complex Surveys. Second Edition. Chichester: Wiley. Chapters 7 and 8.
e-book: Dawsonera Helka
Lehtonen R. and Djerf K. (2008). Survey sampling reference guidelines. Luxembourg: Eurostat Methodologies and Working papers.
VLISS-virtual laboratory in survey sampling
Did you forget to register? Please contact tilasto-info[at]helsinki.fi.