Experimental design in behavioural research/
Broota, K.D.
Experimental design in behavioural research/ K.D. Broota - New Delhi: New Age International, 2006. - xvi, 460 p.
1. Experimental Design: An Introduction
What is Experimental Design?
Experimental Design as Variance Control
Types of Experimental Designs
Basic Terminology in Experimental Design
Basic Terminology of Statistical Analysis
2. Analysis of Variance: The Foundation of Experimental Design
Analysis of Variance and t Test
The Concept of Variance
One Way Analysis of Variance
Two-Way Analysis of Variance
Assumptions Underlying Analysis of Variance
Transformations
Analysis of Variance by Ranks
3. Single Factor Experiments
Fixed Effect and Random Effect Models
Equal Sample Sizes
Tests for Trends
Unequal Sample Sizes
Multivariate Analysis of Variance
4. Comparison Among Treatment Means
A Priori and Post Hoc Comparisons
Newman-keuls Test
Duncan Multiple Range Test,
Tukey Test
Protected r-Test
Comparing Different Procedures
Comparing Means with a Control
5. Randomized Complete Block Designs
Blocking
Randomized Complete Block Design (Single Subject Each Cell)
Randomized Complete Block Design (n Subjects Each Cell)
6. Single Factor Experiments: Repeated Measures
Comparison of Designs with and Without Repeated Measures
7. Factorial Experiments: Two Factors (p x q)
Factor
Assumptions
Equal Cell Frequencies (pxg)
Homogeneity of Error Variance
Unequal Cell Frequencies (pxq)
Missing Values
Replicated Experiments
Two Factor Nested Design
8. Factorial Experiments: Three Factors (pxqxr)
Complete Factorial Experiment
Three Factor Nested Design: Factor B Nested under Factor A
Three Factor Nested Design: Factor B Nested under Factor A and
Factor C Nested under Both A and B
9. Latin Square Designs
Latin Square
Latin Square Design with One Observation Each Cell
Latin Square Design with n Observations Each Cell
Latin Square Design with Repeated Measures
(Replication with the Same Square)
Latin Square Design with Repeated Measures (Replication with
Independently Randomized Squares)
10. Cross-Over and Greco-Latin Square Designs
1. Cross-Over Design
Replications with the Same Square
Replications with Independently Randomized Squares
II. Greco-Latin Square Design
Single Observation Each Cell
n observations Each Cell
11. Two Factor Experiments {p x q): Repeated Measures
Two Factor Experiments {pxq) with Repeated Measures on one Factor
Two Factor Experiments (p X q) with Repeated Measures
on Both the Factors 316
12. Three Factor Experiments {pxqxr): Repeated Measures
Repeated Measures on One Factor
Repeated Measures on Two Factors
Repeated Measures on All Three Factors
13. Higher Dimensional Designs
I. pxqxrxs Complete Factorial Design
II. px^xrxj Factorial Experiment with Repeated Measures
155.418072 / BRO/E
Experimental design in behavioural research/ K.D. Broota - New Delhi: New Age International, 2006. - xvi, 460 p.
1. Experimental Design: An Introduction
What is Experimental Design?
Experimental Design as Variance Control
Types of Experimental Designs
Basic Terminology in Experimental Design
Basic Terminology of Statistical Analysis
2. Analysis of Variance: The Foundation of Experimental Design
Analysis of Variance and t Test
The Concept of Variance
One Way Analysis of Variance
Two-Way Analysis of Variance
Assumptions Underlying Analysis of Variance
Transformations
Analysis of Variance by Ranks
3. Single Factor Experiments
Fixed Effect and Random Effect Models
Equal Sample Sizes
Tests for Trends
Unequal Sample Sizes
Multivariate Analysis of Variance
4. Comparison Among Treatment Means
A Priori and Post Hoc Comparisons
Newman-keuls Test
Duncan Multiple Range Test,
Tukey Test
Protected r-Test
Comparing Different Procedures
Comparing Means with a Control
5. Randomized Complete Block Designs
Blocking
Randomized Complete Block Design (Single Subject Each Cell)
Randomized Complete Block Design (n Subjects Each Cell)
6. Single Factor Experiments: Repeated Measures
Comparison of Designs with and Without Repeated Measures
7. Factorial Experiments: Two Factors (p x q)
Factor
Assumptions
Equal Cell Frequencies (pxg)
Homogeneity of Error Variance
Unequal Cell Frequencies (pxq)
Missing Values
Replicated Experiments
Two Factor Nested Design
8. Factorial Experiments: Three Factors (pxqxr)
Complete Factorial Experiment
Three Factor Nested Design: Factor B Nested under Factor A
Three Factor Nested Design: Factor B Nested under Factor A and
Factor C Nested under Both A and B
9. Latin Square Designs
Latin Square
Latin Square Design with One Observation Each Cell
Latin Square Design with n Observations Each Cell
Latin Square Design with Repeated Measures
(Replication with the Same Square)
Latin Square Design with Repeated Measures (Replication with
Independently Randomized Squares)
10. Cross-Over and Greco-Latin Square Designs
1. Cross-Over Design
Replications with the Same Square
Replications with Independently Randomized Squares
II. Greco-Latin Square Design
Single Observation Each Cell
n observations Each Cell
11. Two Factor Experiments {p x q): Repeated Measures
Two Factor Experiments {pxq) with Repeated Measures on one Factor
Two Factor Experiments (p X q) with Repeated Measures
on Both the Factors 316
12. Three Factor Experiments {pxqxr): Repeated Measures
Repeated Measures on One Factor
Repeated Measures on Two Factors
Repeated Measures on All Three Factors
13. Higher Dimensional Designs
I. pxqxrxs Complete Factorial Design
II. px^xrxj Factorial Experiment with Repeated Measures
155.418072 / BRO/E