|
COGS 536 Methods and Statistics for Cognitive Science
Outline
Course COGS 536: Methods and Statistics for Cognitive Science
Teacher: Annette Hohenberger
Dates: Monday; 18:00-20:45
Room: II, Z-03
Readings: Andy Field (2005): Discovering statistics using SPSS. London:Sage (Second Edition)
|
Date |
Topic |
1 |
23/02/09 |
Outline of the Course Chapter 1:
Introduction: Models, populations, samples, and
distributions
Lecture Notes Chapter 2:
The SPSS
Environment
Lecture Notes |
2 |
02/03/07 |
Chapter 3:
Exploring data: Graphing and screening data, testing
assumptions of parametric data
Lecture Notes
Chapter 4:
Correlation: Graphing relationships, bivariate and partial
correlation
Lecture Notes
|
3 |
09/03/09 |
Chapter 5: Simple
and multiple regression
Lecture Notes
|
| 4 |
16/03/09 |
Chapter 6:
Simple and multiple
logistic regression
Lecture Notes
Quiz 1: chapters 1,3,4 |
| 5 |
23/03/09 |
Chapter 7: Comparing
two means: dependent and independent t-test
Lecture Notes
Homework 1 (t-test and descriptive statistics)
|
| 6 |
30/03/09 |
Guest lecture:
"Stochastic processes"
by Prof. Dr. Sencer Yeralan, Industrial Engineering |
| 7 |
06/04/09 |
Chapter 8: Comparing
several means (ANOVA, GLM 1)
Lecture Notes
|
| 8 |
13/04/09 |
Chapter 9: Analysis
of covariance ANCOVA (GLM 2)
Lecture Notes
Chapter 10:
Factorial ANOVA (GLM 3)
Lecture Notes
|
| 9 |
20/04/09 |
Chapter 11: Repeated
Measures Design (GLM 4)
Lecture Notes
|
| 10 |
27/04/09 |
Chapter 12:
Mixed design ANOVA (GLM 5)
Lecture Notes
Homework 2 (GLM 1-5) |
| 11 |
04/05/09 |
Chapter 13
Non-parametric tests
Lecture Notes
|
| 12 |
11/05/09 |
Chapter 14
Multivariate ANOVA (MANOVA)
Lecture Notes
|
| 13 |
18/05/09 |
Chapter 15
Exploratory Factor Analysis
Lecture Notes
|
| 14 |
25/05/09 |
Chapter 16
Categorical data
Lecture Notes
Quiz 2: (chapters 13, 15)
|
| |
|
Term paper and written exam: in the 2nd week of after
term ends Grading:
20% pre-informed quizzes 25% homework 25% written
term paper 30% final written exam |
|