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Data driven vs. hypothesis-driven research in the social sciences

Published on Sep 26, 20089890 Views

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Chapter list

Hypothesis- vs. Data-Driven Research00:00
Hypothesis Driven00:30
Hypothesis Driven / Data Driven02:10
Market Research as an Example03:29
Interpretation of Bidder Groups03:56
A well defined Problem: Planted Partitions06:07
Impossible-to- Trivial- Transition08:20
A Worst Case Scenario: 3 Links per Node10:10
Why this transition?10:39
Algorithm Independent Results14:49
Influence of Graph Topology on Min-Cut Partition part115:47
Influence of Graph Topology on Min-Cut Partition part216:04
Influence of Graph Topology on Min-Cut Partition part316:16
Influence of Graph Topology on Min-Cut Partition part417:17
Influence of Graph Topology on Min-Cut Partition part517:20
Influence of Graph Topology on Min-Cut Partition part617:50
Influence of Graph Topology on Min-Cut Partition part718:03
Influence of Graph Topology on Min-Cut Partition part818:13
Influence of Graph Topology on Min-Cut Partition part918:15
How does pc in depend on Degree Distribution?23:39
Inclusion of Prior Knowledge26:07
Finite Size Effects26:55
Unequal Cluster Sizes28:11
Conclusion part129:27
Conclusion part229:48
Conclusion part330:35
Conclusion part432:17
Conclusion part532:34
Conclusion part632:35
Conclusion part732:37
Conclusion part832:38
Conclusion part932:53
References33:16