Analysis prediction and determination of performance of public sector banks in India

Abstract

newline quotFinancial condition evaluation is going to be crucial for overall economy of any newlinecountry. In particular the role of banking sector is going to play a key role in the economy newlineup liftment. An attempt is made to evaluate financial soundness and rank the 20 public newlinesector banks using integrated AHM-GRA-DEA method. An effort also made to evaluate newlinefinancial efficiency through DEA-Super efficiency, DEA-Cross efficiency models. These newlinetwo results are again subjected to Clustering Analysis to group the 20 banks in three newlinecategories. Clustering analysis result is further validated by ANN-MLP. ANN-MLP is also newlineused to calculate importance values of CAMEL ratios. Taking these importance values into newlineconsideration, the overall rank of banks is arrived using an integrated method comprising newlineof CA-ANN-GRA-DEA.quot newline