1. Introduction 1 2. Hypotheses Development 3 3. Sample and Descriptive Statistics 5 3.1 Data and Sample 5 3.2 Descriptive statistics 6 4.Research Design 10 4.1 Informed trading by institutional investors around the earnings announcement 10 4.2 Changes in the number of institutional investors transactions and abnormal returns around the earnings announcement: Portfolio Tests 12 5.Empirical Results 13 5.1 Changes in the number of institution's transactions of Taiwan supplier and abnormal returns around the earnings announcement of US firms: Regression Test 13 5.2 Changes in the number of institution's transactions of Taiwan supplier and abnormal returns around the earnings announcement of US firms: Portfolio Tests 16 6.Conclusion 20 Reference 23
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