English

ST801: Applied Statistics (5 ECTS)

STADS: 25001401

Level
Master's level course

Teaching period
The course is offered in the autumn semester.
1st quarter

Teacher responsible

Email: hcpetersen@stat.sdu.dk

Timetable

Group	Type	Day	Time	Classroom	Weeks
Common	I	Monday	12-14	U10	38
Common	I	Tuesday	08-10	U49C	37
Common	I	Tuesday	12-14	U49E	40
Common	I	Wednesday	12-14	U49C	38
Common	I	Wednesday	14-16	U10	39
Common	I	Wednesday	12-14	U74	40-41
Common	I	Thursday	12-14	U49C	37
Common	I	Thursday	12-15	U148	39
Common	I	Friday	09-11	U74	36
S1	TE	Monday	10-12	U10	38
S1	TE	Monday	08-12	U7	40
S1	TE	Monday	09-12	U7	41
S1	TE	Friday	10-12	U89A	38-39
S1	TE	Friday	10-11	U89A	40-41

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Comment:
Ubegrænset deltagerantal.

Prerequisites:
None

Academic preconditions:
The content in one of the courses ST501 Science Statistics or ST503 Statistics for Biologists, or equivalent courses, is assumed known.

Course introduction
To introduce advanced methods in applied statistics with regard to analysing data from experiments or field investigations.

Expected learning outcome
• choose an appropriate method of analysis;
• analyse data using analysis of ANOVA;
• analyse data using multiple regression;
• analyse data using logistic regression;
• analyse survival data;
• perform ”goodness-of-fit” tests;
• avoid classical inferende errors (e.g. mass significance, pseudoreplication);
• evaluate the relevance of non-parametric methods and perform these;
• interpret a statistical data analysis with more than two variables.

Subject overview
General linear models, including analysis of variance ANOVA and multiple regression, survival analysis, and problems of design and inference.

Literature

Meddeles ved kursets start..

Syllabus
See syllabus.

Website
This course uses e-learn (blackboard).

Prerequisites for participating in the exam
None

Assessment and marking:
(a) Mandatory assignments graded pass/fail. Internal censorship by the teacher.
(b) Written exam graded according to the 7-scale. Internal censorship.
. Active participation in seminars required.

Re-examination after 2nd quarter.

Expected working hours
The teaching method is based on three phase model.

Forelæsninger: 21 timer
Eksaminatorietimer/opgaveregning: 12 timer
Laboratorieøvelser: 12 timer
Eksaminatorier består i seminarer med fremlæggelse ved de studerende.
Educational activities

Language
This course is taught in English, if international students participate. Otherwise the course is taught in Danish.

Course enrollment
See deadline of enrolment.

Tuition fees for single courses
See fees for single courses.