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Other Applied Science Fields
Food Science and Technology
Sensory Evaluation of Food
1. Introduction to Sensory Evaluation
2. Human Sensory System
3. Principles of Sensory Testing
4. Sensory Test Methods
5. Panel Management
6. Experimental Design
7. Statistical Analysis
8. Applications in Food Industry
9. Advanced Methods and Technologies
Experimental Design
Design Principles
Randomization
Complete Randomization
Restricted Randomization
Randomization Methods
Replication
True Replication
Pseudo-Replication
Sample Size Determination
Control
Experimental Control
Statistical Control
Blocking Factors
Variable Management
Independent Variables
Factor Selection
Level Determination
Factor Interactions
Dependent Variables
Response Selection
Measurement Scales
Multiple Responses
Confounding Variables
Identification
Control Strategies
Common Designs
Completely Randomized Design
Structure
Analysis Methods
Randomized Complete Block Design
Blocking Strategies
Panelist Blocking
Session Blocking
Balanced Incomplete Block Design
Construction
Efficiency
Analysis Considerations
Latin Square Design
Structure
Limitations
Factorial Designs
Full Factorial
Fractional Factorial
Interaction Effects
Split-Plot Designs
Whole Plot Factors
Sub-Plot Factors
Sample Size and Power
Power Analysis
Effect Size Estimation
Alpha and Beta Errors
Power Calculations
Sample Size Determination
Statistical Requirements
Practical Constraints
Cost Considerations
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7. Statistical Analysis