|
Größe: 1243
Kommentar:
|
← Revision 14 vom 2015-06-02 08:39:23 ⇥
Größe: 1402
Kommentar:
|
| Gelöschter Text ist auf diese Art markiert. | Hinzugefügter Text ist auf diese Art markiert. |
| Zeile 2: | Zeile 2: |
== User Interfaces == * [[/DeducerR / |Deducer - a clickable gui for R]] |
|
| Zeile 25: | Zeile 29: |
| == Exploratory Data Analysis == | == Basic Data Analysis == |
| Zeile 29: | Zeile 33: |
| * [[/BasicModels/ | models/Anova ]] * [[/RepeatedAov/ | repeated measures Anova ]] |
Course Outline
User Interfaces
Data Wrangling
- basic data structures in R: vector, list, data frame
- data types, type conversions
dplyr, a package for data manipulation, reshaping, summarizing
Functions
- understand R functions
- generic functions, classes
Graphics
Basic Data Analysis
- oulier detection: visual methods and tests
- graphics for grouped data
Analysis of Longitudinal Data
- Exploring Longitudinal Data on Change:
- Descriptive Analysis of Individual Change
- Difference in Change across People
- Multilevel Models for Change
- Missing Data