MATH 204: Principles of Statistics 2
Winter 2008


  • Tutorial times: 
    • Wed 2:30-3:30 BURNSIDE 920 
    • Thur 2:30-3:30 BURNSIDE 1205.
  • Office Hour for Lecturer: Monday 16.00-18.00.
  • Office Hour for TA Geva Maimon: Wed 3:30-4:30. 
NB: If you are enrolled for this course and not on the mailing list, please email me at Dr David Stephens
HANDOUTS
Syllabus and Method of Evaluation

INTRODUCTION:

For the birthweight example:
SECTION 1: ANOVA:

Understanding the ANOVA F-statistic
Using the Fisher-F tables

SPSS Screens/Results for ANOVA EXAMPLES: ANOVA Results for the PTSD Example
ANOVA Worked Example MemoryTask.sav .txt

Multiple Comparisons in SPSS Screens Output

Randomized Block ANOVA in SPSS Screens Output
Randomized Block ANOVA Example
RBD with replication ANOVA in SPSS Screens

FD with replication ANOVA in SPSS Results

Video: FD with replication ANOVA in SPSS (.avi file)
Video:Three Factor Factorial ANOVA in SPSS (.avi file)
(.avi files need a viewer like WinAmp) Driving Data

Video: Boxplots with more than one factor (.avi file)

 Explaining Interaction


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SECTION 2: Regression and the General Linear Model:

Simple Linear Regression Screens Video (.avi file)

SPSS Analysis of Blood Viscosity vs PCV data
Blood viscosity vs PCV Plot
Prediction intervals Video (.avi file)

 Yule's (1926) paper on "nonsense correlations"

Simple Linear Regression Examples Results Video (.avi file)

Quadratic Regression Example Video (.avi file)

Handout on Matrices

Multiple Regression : Viscosity Data  Video (.avi file)
Screens


Factor Regression Example: Binary Factor Plots
Factor Regression Example: Diabetes Data

 Factor Regression Model : Diabetes Data Video (.avi file)
Screens

 Factor Regression via Dummy Variables Video (.avi file)


Stepwise Selection in the General Linear Model
Annotated ANOVA for the Diabetes Data

Stepwise Selection in Potato and Task Distraction Data

Transformations (.avi file) Data Output

Height vs PEFR Analysis (.avi file)

Issues and Pitfalls of Regression Modelling

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SECTION 3: Non-parametric Statistics

Categorical Data Examples

Chi-squared test for Categorical Data
Chi-squared testing (.avi file)

We are here : 19th March

Non-parametric Statistical Testing

Two sample Tests (Unpaired and Paired) - SPSS
Two sample Tests (Unpaired and Paired) - Tables
Two sample Non-Parametric testing in SPSS (.avi file)

K sample Tests (Dependent and Independent) - SPSS
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ASSIGNMENTS
Assignment 1 Solutions 1
Assignment 2 Solutions 2
Assignment 3 Solutions 3 (to follow)
(to save in Windows, use Right Click, Save As)
MID-TERM
Mid-term Solutions


EXERCISES
Exercises 1 Data (SPSS) Data (Excel)    Solutions 1
Exercises 2 Data (SPSS)                       Solutions 2
Exercises 3 Data (SPSS)                       Solutions 3
Exercises 4 Mercedes Data (SPSS)        Solutions 4
                   Oysters data (SPSS)           
                   Oranges data (SPSS)
                  Cotton data (SPSS)
                   Doses data (SPSS)

Exercises 5                                         Solutions 5





DATA SETS
Birthweight Data(SPSS) Analysis
SECTION 1: ANOVA:
SECTION 2: Regression and the General Linear Model:
SECTION 3: Non-parametric Statistics
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Lecture Calendar

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Contact Details:

 Professor David A. Stephens
Room 1235, Burnside Hall
Department of Mathematics and Statistics
McGill University

Phone: 514-398-2005
Fax: 514-398-3899
E-mail : David Stephens		 Links:

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Teaching
Home Page
Mathematics and Statistics
McGill University