Experimental design in behavioural research/ K.D. Broota

By: Broota, K.DMaterial type: TextTextPublication details: New Delhi: New Age International, 2006Description: xvi, 460 pDDC classification: 155.418072
Contents:
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
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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

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