Experimental Economics

  1. Advanced Topics and Current Frontiers
    1. Field Experiments
      1. Natural Field Experiments
        1. Real-World Settings
          1. Unobtrusive Measures
            1. Policy Interventions
            2. Artefactual Field Experiments
              1. Non-Student Subjects
                1. Lab Tasks
                  1. Population Validity
                  2. Framed Field Experiments
                    1. Contextual Tasks
                      1. Familiar Environments
                        1. Institutional Features
                      2. Neuroeconomics
                        1. Brain Imaging Techniques
                          1. fMRI Studies
                            1. Neural Correlates
                              1. Decision Processes
                              2. Physiological Measures
                                1. EEG Recording
                                  1. Eye Tracking
                                    1. Skin Conductance
                                    2. Applications
                                      1. Choice Prediction
                                        1. Preference Measurement
                                          1. Strategic Behavior
                                        2. Online Experiments
                                          1. Internet-Based Studies
                                            1. Remote Participation
                                              1. Large Sample Sizes
                                                1. Cost Effectiveness
                                                2. Crowdsourcing Platforms
                                                  1. Amazon Mechanical Turk
                                                    1. Prolific Academic
                                                      1. Quality Control
                                                      2. Mobile Experiments
                                                        1. Smartphone Apps
                                                          1. Real-Time Data
                                                            1. Location-Based Studies
                                                          2. Machine Learning Applications
                                                            1. Behavioral Prediction
                                                              1. Classification Algorithms
                                                                1. Pattern Recognition
                                                                  1. Feature Selection
                                                                  2. Experimental Design
                                                                    1. Adaptive Experiments
                                                                      1. Optimal Stopping
                                                                        1. Sequential Testing
                                                                        2. Data Analysis
                                                                          1. Big Data Methods
                                                                            1. Text Analysis
                                                                              1. Image Recognition
                                                                            2. Ethical Considerations
                                                                              1. Institutional Review Boards
                                                                                1. Human Subjects Protection
                                                                                  1. Risk Assessment
                                                                                    1. Approval Processes
                                                                                    2. Deception Issues
                                                                                      1. No-Deception Rule
                                                                                        1. Justifications
                                                                                          1. Alternative Methods
                                                                                          2. Data Privacy
                                                                                            1. Anonymization
                                                                                              1. Secure Storage
                                                                                                1. Data Sharing

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                                                                                            8. Data Analysis and Statistical Methods

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                                                                                            10. Replication and Meta-Analysis