Statistics with R
Timetable
(lecture slides can only be downloaded from the university campus.)Tutorial submissions need to be done via the moodle. This is a local moodle server, so you need to make a new account with it even if you already have other moodle accounts.
| Woche | Tutorial CS | Tutorial LangSci | Lecture (Wednesdays) | Links and materials | |
|---|---|---|---|---|---|
| Woche 1 | Übungsblatt 0 für CS students | Introduction for LangSci | Introduction and Motivation | - datacamp - Navarro book - The art of R programming - QuickR |
|
| Woche 2 | Feiertag (1.11.16) | Feiertag (1.11.16) | Exploratory Data Analysis, Plotting, Normal Distribution | to prepare read Navarro chapter 10 and 9.5 | |
| Woche 3 | moodle | moodle | Hypothesis testing | Navarro chapter 11 | |
| Woche 4 | Categorial data analysis (Chi2) | Navarro chapter 12 | |||
| Woche 5 | Comparing two means / T-test | Navarro chapter 13 | |||
| Woche 6 | SELF STUDY (Nov 30th) | ||||
| Woche 7 | Regression and correlation | Navarro chapter 15 | |||
| Woche 8 | ANOVA | Navarro chapter 14 | |||
| Christmas break | |||||
| Woche 9 | linear mixed effects modelling | ||||
| Woche 10 | model selection and model comparison | ||||
| Woche 11 | Selection of random effects structure | ||||
| Woche 12 | Entfällt | SELF STUDY and READING | |||
| Woche 13 | Minimal or maximal models | ||||
| Woche 14 | GAMs and time series | ||||
| Woche 15 | Probeklausur | Fragen | |||
| Semesterende | |||||
| Woche 17 | Klausur (1.3.2017) | ||||