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Introduction to AB Testing - Chapter 5 Experiments - Business Data Science
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Introduction to AB Testing - Chapter 5 Experiments - Business Data Science
00:00 - Introduction to Randomized Control Trials - AB Testing
00:20 - Topics we will cover
02:00 - One line summary of this chapter
03:30 - Randomized control Trials - AB Testing in depth examples
09:50 - Experimental design - Perfect experiments are rare.
12:08 - Diff and Diff Analysis
15:04 - Regression discontinuity estimators
16:47 - Endogeneity problem in demand analysis
19:30 - Instrumental variables (IV)
21:00 Two stage least squares (algo-13)
22:00 Advanced topics
00:00 - Introduction to Randomized Control Trials - AB Testing
00:20 - Topics we will cover
02:00 - One line summary of this chapter
03:30 - Randomized control Trials - AB Testing in depth examples
09:50 - Experimental design - Perfect experiments are rare.
12:08 - Diff and Diff Analysis
15:04 - Regression discontinuity estimators
16:47 - Endogeneity problem in demand analysis
19:30 - Instrumental variables (IV)
21:00 Two stage least squares (algo-13)
22:00 Advanced topics