MATH 204: Principles of Statistics 2
Winter 2007
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Tutorials:
Tuesday 13.00-14.00 (
Burnside BURN 708
)
Wednesday 14.30-15.30 (Burnside
BURN
1205)
Office Hour for Lecturer: Monday 15.00-17.00.
Office Hour for TA Geva Maimon: Tuesday 14.00-15.00.
HANDOUTS
Method of Evaluation
Syllabus
For the birthweight example:
Student-t(15) picture
Fisher-F(9,6) picture
SECTION 1: ANOVA:
SPSS Screens/Results for ANOVA:
Screens
Results
ANOVA Results
Multiple Comparisons in SPSS
Screens
Output
Randomized Block ANOVA in SPSS
Screens
Output
RDB with replication ANOVA in SPSS
Screens
FD with replication ANOVA in SPSS
Results
SECTION 2: Regression and the General Linear Model:
Simple Linear Regression in SPSS
Screens
Blood viscosity vs PCV Plot
Blood viscosity vs PCV Plot with prediction intervals
Yule's (1926) paper on "nonsense correlations"
Linear Regression Examples
Linear Regression in SPSS - Results
Multiple Regression Example - Viscosity Data
Multiple Regression Example - Viscosity Data: SPSS Screens
Factor Regression Example: Binary Factor Plots
Factor Regression Example: Diabetes Data
Factor Regression Model Formulation and Diabetes Data
Factor Regression Example: - Diabetes Data: SPSS Screens
Factor Regression via Dummy Variables
Stepwise Selection in the General Linear Model
Annotated ANOVA for the Diabetes Data
Stepwise Selection in Potato and Task Distraction Data
Issues and Pitfalls of Regression Modelling
SECTION 3: Non-parametric Statistics
Categorical Data Examples
Chi-squared test for Categorical Data
Screens
Non-parametric one and two sample tests.
Non-parametric one and two sample tests - EXAMPLES
Two dependent and three or more independent samples
Spearman's Rank Correlation Coefficient
The Role of Randomization Distribution Free Tests
ASSIGNMENTS
Assignment 1
Data (SPSS)
Data (Plain Text)
Solutions 1
Assignment 2
Data (SPSS)
Data (Plain Text)
Solutions 2
Assignment 3
Data (SPSS) Q1
Solutions 3
Data (SPSS) Q2
Data (SPSS) Q3
MID-TERM
Mid-term
Grasses.sav (SPSS)
Twill.sav (SPSS)
Grasses.txt (Plain Text)
Twill.txt (Plain Text)
Solutions
SPSS
(to save the data, use Right Click, Save As)
EXERCISES
Exercises 1
Data (SPSS)
Data (Excel)
Solutions 1
SPSS
Exercises 2
Data (SPSS)
Solutions 2
Exercises 3
Data (SPSS)
Solutions 3
Exercises 4
Data (SPSS)
Data (txt)
Solutions 4
Exercises 5
Oysters data (SPSS)
Solutions 5
Oranges data (SPSS)
Cotton data (SPSS)
Doses data (SPSS)
EXAM 2006
Exam 2006
Exam 2006 Solutions
DATA SETS
Birthweight Data
(SPSS)
Analysis
SECTION 1: ANOVA:
Darley and Latane (1968) Data (SPSS)
Excel
AIDS/Mannitol Data
(SPSS)
.txt
Alzheimer medication Animal Study Data
(SPSS)
.txt
PTSD Data
(SPSS)
.txt
Milk bacteria level Data (small)
(SPSS)
.txt
Milk bacteria level Data (large)
(SPSS)
.txt
Systolic Blood Pressure by Drug/Disease
(SPSS)
.txt
Soil Data
(SPSS)
Butterfat Data
(SPSS)
Lyrics Data
(SPSS)
Gravel Data
(SPSS)
SECTION 2: Regression and the General Linear Model:
Viscosity Data
(SPSS)
Longley GNP Data (SPSS)
Coleman's Data
(SPSS)
Hooker's Data (SPSS)
Mercedes Data (SPSS)
Diabetes Data (SPSS)
Potato Damage Data (SPSS)
Task Distraction Data (SPSS)
SECTION 3: Non-parametric Statistics
Nucleotide Data
(SPSS)
Eye and Hair Colour Data (SPSS)
Water content data : Experiment 1
Water content data : Experiment 2
Treadmill Test Data
Haemodialysis Data
Mucociliary Efficiency Data
Skin Potential Data
Lecture Calendar
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 :
d.stephens@math.mcgill.ca