THE IMPACT OF INTEREST RATE LIBERALIZATION ON THE OPERATING PERFORMANCE OF THE TOP TEN COMMERCIAL BANKS IN CHINA

How to survive and develop better in the process of interest rate marketization reform has always been the focus and research direction of financial institutions. In this paper, through the evaluation and calculation of interest rate marketization into an index, sorting out the relevant indicators and data in 2009-2018, using regression model to study the impact of interest rate marketization on the performance of China's top commercial banks.

Cell type purification by single-cell transcriptome-trained sorting

Traditional cell type enrichment using fluorescence activated cell sorting (FACS) relies on methods that specifically label the cell type of interest. Here we propose GateID, a computational method that combines single-cell transcriptomics for unbiased cell type identification with FACS index sorting to purify cell types of choice. We validate GateID by purifying various cell types from the zebrafish kidney marrow and the human pancreas without resorting to specific antibodies or transgenes.