Course catalogue doctoral education - VT24
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Title | Methods for statistical analysis: From analysis of variance to multilevel modeling |
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Course number | 2666 |
Programme | Health Care Science (PUF-V) |
Language | English |
Credits | 4.0 |
Notes |
The course meets the requirements for a general science course. |
Date | 2022-04-19 -- 2022-06-07 | Responsible KI department | Department of Clinical Neuroscience |
Specific entry requirements | Documented knowledge about basic statistics |
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 |
Number of students | 10 - 25 |
Selection of students | Selection will be based on 1) the relevance of the course syllabus for the applicant's doctoral project (according to written motivation), 2) start date of doctoral studies (priority given to earlier start date) |
More information | Dates with live lecturers and workshops: Tue 19/4, Fri 29/4, Tue 10/5, Thu 12/5, Thu 19/5, Wed 25/5, Thu 2/6 Dates with recorded lectures (that are constantly available): Tue 26/4, Tue 3/5, Thu 5/5, Tue 17/5, Tue 24/5, Tue 31/5 The end date of the course (2022-06-07) is the deadline for submitting the examination report. |
Additional course leader | |
Latest course evaluation | Course evaluation report |
Course responsible |
Kimmo Sorjonen Department of Clinical Neuroscience Kimmo.Sorjonen@ki.se |
Contact person | - |