STK4610 – Statistical methods for social sciences: Survey sampling
Course description
Schedule, syllabus and examination date
Course content
This course aims to provide an introduction to survey sampling as the standard statistical approach to social science studies and researches. It covers all the common probability sampling techniques, both the design- and model-based estimation methods, and the linearisation and bootstrap methods for variance estimation. The students will be introduced to the practical treatment of missing data in surveys.
Learning outcome
On completion of this course, you will be able to:
- understand the basic strategies for sampling from finite populations,
- apply the estimation methods in common use of survey sampling,
- appreciate the various sources of error that may affect sample survey data,
- deal with the missing data in a practical manner,
- evaluate the uncertainty associated with an estimation method.
Admission to the course
Students at UiO register for courses and exams in Studentweb.
Recommended previous knowledge
STK1100 – Probability and Statistical Modelling, STK1110 – Statistical Methods and Data Analysis and one of the following courses: STK2100 – Machine Learning and Statistical Methods for Prediction and Classification or STK3100 – Introduction to Generalized Linear Models
Overlapping courses
- 10 credits overlap with STK9610 – Statistical methods for social sciences: Survey sampling.
Teaching
3 hours of lectures/exercises per week. If the course is given by an external lecturer, the teaching may be held intensively over one or several shorter periods.
The course may be taught in Norwegian if the lecturer and all students at the first lecture agree to it.
Upon the attendance of three or fewer students, the lecturer may, in conjunction with the Head of Teaching, change the course to self-study with supervision.
Examination
Final oral or written examination which counts 100% for censorship.
The form of examination will be announced by the teaching staff by 15 October/15 March for the autumn semester and the spring semester respectively.
Examination support material
Written exam: Approved calculator. Information about approved calculators (Norwegian only)
Oral exam: No examination support material is allowed.
Language of examination
Subjects taught in English will only offer the exam paper in English. You may write your examination paper in Norwegian, Swedish, Danish or English.
Grading scale
Grades are awarded on a scale from A to F, where A is the best grade and F is a fail. Read more about the grading system.
Resit an examination
This course offers both postponed and resit of examination. Read more:
More about examinations at UiO
- Use of sources and citations
- Special exam arrangements due to individual needs
- Withdrawal from an exam
- Illness at exams / postponed exams
- Explanation of grades and appeals
- Resitting an exam
- Cheating/attempted cheating
You will find further guides and resources at the web page on examinations at UiO.