Syllabus database for doctoral courses
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Syllabus database for doctoral courses
SYLLABI FOR DOCTORAL COURSES
| Swedish title | Metoder för statistisk analys: Från variansanalys till multilevel modeling |
|---|---|
| English title | Methods for statistical analysis: From analysis of variance to multilevel modeling |
| Course number | 2666 |
| Credits | 4.0 |
| Notes |
The course meets the requirements for a general science course. |
| Responsible KI department | Institutionen för klinisk neurovetenskap |
| Specific entry requirements | Documented knowledge about basic statistics |
| Grading | Passed /Not passed |
| Established by | The Board of Doctoral Education |
| Established | 2017-09-15 |
| Purpose of the course | To give graduate students an opportunity to learn to use a number of statistical methods. |
| Intended learning outcomes | After the course the participants should be able to conduct the following statistical analyses: (1) Analysis of variance; (2) Multiple regression analysis; (3) Risk- and Odds-ratios; (4) Logistic regression; (5) Cox regression; (6) Factor analysis; (7) Structural Equation Modeling; (8) Multilevel Modeling |
| Contents of the course | The above mentioned methods for statistical analysis. |
| Teaching and learning activities | The course contains lectures and computer exercises. The lectures will cover the theoretical material and contain relevant examples. In the computer exercises the methods of analysis will be used on given data. SPSS (or, on request, R) will be used in the computer exercises. No support for SAS will be available. |
| Compulsory elements | No compulsory elements. |
| Examination | The participants will conduct the analyses that are included in the course and present and interpret the results from these analyses in an individual examination report. |
| Literature and other teaching material | No compulsory literature. The participants should be able to pass the course with the help of lectures, handouts and recorded lectures/presentations. Recommended literature (depending on which software you prefer): Field, Andy: Discovering statistics using IBM SPSS Statistics - And sex and drugs and rock 'n' roll Field, Andy: Discovering statistics using R Field, Andy: Discovering statistics using SAS - And sex and drugs and rock 'n' roll |
Course responsible |
Kimmo Sorjonen Institutionen för klinisk neurovetenskap Kimmo.Sorjonen@ki.se |
| Contact person |
