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Introduction to Statistics and Statistical Programming (ILS-MA-M1)5 ECTS (englische Bezeichnung: Introduction to Statistics and Statistical Programming)
Modulverantwortliche/r: Christoph Richard Lehrende:
Christoph Richard
Startsemester: |
SS 2017 | Dauer: |
1 Semester | Turnus: |
jährlich (SS) |
Präsenzzeit: |
60 Std. | Eigenstudium: |
90 Std. | Sprache: |
Englisch |
Lehrveranstaltungen:
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Introduction to Statistics and Statistical Programming
(Vorlesung, 2 SWS, Christoph Richard, Di, 10:00 - 12:00, H13)
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Problem session "Introduction to Statistics and Statistical Programming"
(Übung, 1 SWS, Christoph Richard)
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Computer lab classes "Introduction to Statistics and Statistical Programming"
(Übung, 1 SWS, Christoph Richard, Mi, 13:00 - 14:00, 14:00 - 15:00, 15:00 - 16:00, Praktikum 2 / 00.327-128; ab 26.4.2017)
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Review session "Introduction to Statistics and Statistical Programming"
(Tutorium, 1 SWS, Christoph Richard)
Empfohlene Voraussetzungen:
Mathematical and statistical background as taught in the BSc program Integrated Life Sciences is recommended.
Inhalt:
- introduction to the statistical software R and elementary programming
descriptive statistics: visualisation und parameters of categorial and metric data, qqplots, curve fitting, log- and loglog-plots, robust techniques
inferential statistics: methods for estimating and testing: parametric tests, selected non-parametric tests, exact and asymptotic confidence regions
simulation: random numbers, Monte Carlo
Lernziele und Kompetenzen:
The students are able to
describe and explain standard techniques in descriptive and inferential statistics.
explain their solution of a non-trivial statistical problem to other people and to discuss alternative solutions within a group.
perform statistical standard analyses within a prescribed time limit on the computer, and to correctly interpret the computer output.
perform elementary statistical simulations.
formulate adaequate questions concerning a given data set, suggest correct methods for analysis, and to implement these on the computer.
Literatur:
Bemerkung:
Module compatibility: MA Integrated Life Sciences
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