Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
STAT 471/871 Sample Surveys and Analysis of Experimental Designs
Winter 2014
Instructor:
Devon Lin, Jeery Hall 406, email: cdlin@mast.queensu.ca
Prerequisite:
STAT361 or permission of the instructor
Lecture:
Room 319, Tuesday 8:30am  9:20am, Wednesday, 1
Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
Chapter 6 Blocking and
k
Confounding the 2 Factorial Design
Devon Lin
Queens University, Feb 7, 2014
Chapter 6 Blocking and Confounding the 2k Factorial Design p. 1/10
Outline
6.1 Blocking a Replicate 2k Factorial Design
6.2 Confounding in the 2k Factoria
Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
Chapter 11 Stratied Sampling
Devon Lin
Queens University, March 19, 2014
Chapter 11 Stratied Sampling p. 1/14
Outline
11.1 Stratied Sampling
11.2 Theory of Stratied Sampling
11.3 Allocation of Observations to Strata
Chapter 11 Stratied Sampling p. 2/14
11
Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
An Introduction to R
An Introduction to R p. 1/1
Outline
Description
Enter data
Explore data
Manage data
Generate data
An Introduction to R p. 2/1
What is R?
A statistical package
Programming language, for Windows, Unix, Linux and
MacOS.
Free download
htt
Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
Chapter 9 Introduction to Sampling
Designs
Devon Lin
Queens University, March 7, 2014
Chapter 9 Introduction to Sampling Designs p. 1/13
Outline
9.1 Examples of Survey
9.2 Survey Design
9.3 Basic Concepts
9.4 Notation
Chapter 9 Introduction to Sampling De
Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
Chapter 10 Simple Random
Sampling and Cluster Sampling
Devon Lin
Queens University, March 12, 2014
Chapter 10 Simple Random Sampling and Cluster Sampling p. 1/13
Outline
10.1 Probability sampling
10.2 Simple random sampling without replacement
10.3 Simple
Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
Chapter 12 Ratio and Regression
Estimator
Devon Lin
Queens University, March 21, 2014
Chapter 12 Ratio and Regression Estimator p. 1/14
Outline
12.1 Introduction
12.2 Ratio Estimator
12.3 Regression Estimator
Chapter 12 Ratio and Regression Estimator p. 2
Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
Chapter 7 TwoLevel Fractional
Factorial Designs
Devon Lin
Queens University, Feb 12, 2014
Chapter 7 TwoLevel Fractional Factorial Designs p. 1/47
Outline
7.1 Motivation
7.2 The Onehalf Fractional of the 2k Design
7.3 The Onequarter Fractional of the 2
Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
Chapter 2. Experiments With A
Single Factor: ANOVA
C. Devon Lin
Queens University, Jan. 10, 2014
Chapter 2. Experiments With A Single Factor: ANOVA p. 1/28
Outline
2.0 Examples
2.1 Analysis of Variance with Fixed Effects
2.2 Multiple Comparisons
2.3 Rando
Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
Chapter 3 Randomized Blocks,
Latin Squares, and Related Designs
Devon Lin
Queens University, Jan. 17, 2013
Chapter 3 Randomized Blocks, Latin Squares, and Related Designs p. 1/70
Outline
3.1 Randomized Complete Block Design
3.2 Latin Square Design and Gra
Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
STAT 471/871  Suggested Solutions for Assignment 1
Question 1 [6 marks]
A represents the flow rate of C2F6 to be 125 and B represents the flow rate C2F6 to be
200.
Flow rate
125
200
Uniformity Observation
1
2
3
4
5
6
2.7 4.6 2.6 3.0 3.2 3.8
4. 3.4 2.9 3.
Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
k
Chapter 5 The 2 Factorial Design
Devon Lin
Queens University, Feb 4, 2014
Chapter 5 The 2k Factorial Design p. 1/30
Outline
5.1 Fundamental Principles
5.2 The 22 Design
5.3 The 23 Design
5.4 The General 2k Design
5.5 A Single Replicate of the 2k Design
Sample Surveys and Analysis of Experimental Designs
STAT 471/871

Winter 2014
Chapter 4 Introduction to Factorial
Designs
Devon Lin
Queens University, Feb. 1, 2014
Chapter 4 Introduction to Factorial Designs p. 1/39
Outline
4.1 Basic concepts
4.2 The twofactor factorial design
4.3 The general factorial design
4.4 Blocking in a fac