Introduction to Statistics
Summer 2013


Literature

  1. Colin D. Gray & Paul R. Kinnear, 2012. IBM SPSS Statistics 19 Made Simple. Hove and New York: Psychology Press
  2. R.H. Baayen, 2008. Analyzing Linguistic Data. A Practical Introduction to Statistics using R. New York: Cambridge University Press

Software

Overview




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Topic

Looking at data distributions
Introduction to inference
T tests
One-way ANOVA
Multi-way ANOVA
Repeated measures ANOVA
Mixed factorial ANOVA
Multivariate ANOVA
Nonparametric Tests
Simple linear regression
Multiple linear regression
ANCOVA
Proportions
Analysis of two-way tables
Logistic regression
Mixed-effects models
Explorative methods



Gray & Kinnear

Chapter 1, 4, 5

Chapter 6
Chapter 7
Chapter 8
Chapter 9
Chapter 10
Chapter 10
Chapter 6, 7, 9
Chapter 12
Chapter 12
Chapter 13

Chapter 14
Chapter 15





Baayen

Chapter 2
Chapter 3
Chapter 4
Chapter 4




Chapter 4
Chapter 4, 6
Chapter 6


Chapter 4
Chapter 6
Chapter 7
Chapter 5



Slides

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Exercise

exercise 01

exercise 03
exercise 04


exercise 07
exercise 08


exercise 11
exercise 12

exercise 14

exercise 16
exercise 17



Data

growth
dorpt
Spanish
reading


three
pottery


cheese
education

students

temperature
protein



Date

15.07.2013
16.07.2013
12.08.2013
13.08.2013
13.08.2013
19.08.2013
19.08.2013
20.08.2013
20.08.2013
26.08.2013
27.08.2013
27.08.2013
02.09.2013
03.09.2013
09.09.2013
10.09.2013
16.09.2013
17.09.2013

Tutorials

Location and time


Contact