Before revision:  In this paper, we propose three improvements for investor trading network analyses: investor categorization , transaction bootstrapping and information aggregation. Each of these components can be used individually or in combination.
After revision:  In this paper, we propose three improvements for investor trading network analyses: investor categorization , transaction bootstrapping , and investor categorization. These components can be used individually or in combination.