A multiple regression model-based chemical biology approach to dissect signal transduction pathways downstream of cytokine receptors

2016 ◽  
Vol 9 (4) ◽  
pp. 277
Author(s):  
John Menke ◽  
Seng Lai Tan ◽  
Sue Jin ◽  
Xin Wei
Keyword(s):  
Signal Transduction ◽  
Regression Model ◽  
Multiple Regression ◽  
Chemical Biology ◽  
Multiple Regression Model ◽  
Cytokine Receptors ◽  
Signal Transduction Pathways ◽  
Model Based

Factors Affecting NPAs in Indian Banking Sector

Paradigm ◽  
2021 ◽  
Vol 25 (2) ◽  
pp. 181-193
Author(s):  
Nitya Garg
Keyword(s):  
Regression Model ◽  
Multiple Regression ◽  
Banking Sector ◽  
Relative Weight ◽  
Multiple Regression Model ◽  
Factors Affecting ◽  
Weight Analysis ◽  
Specific Factors ◽  
Relative Weight Analysis ◽  
Bank Specific Factors

Banking sector is the backbone of any economy, so it is necessary to focus on its performance which is largely affected by its non-performing assets (NPAs). In the year 2018–2019, NPA of scheduled banks was Rs 355,076 Crore which is 3.7% of net advances. The purpose of this study is to identify the determinants based on analysis from previous literatures, and majorly macroeconomic and bank specific factors which are affecting NPAs using the relative weight analysis and to frame a model to predict future NPAs using multiple regression model using SPSS. The study also attempts to focus on actions and remedies that banks should make to control future NPAs. Findings of the study will act as a scaffolding for financial analysts and policymakers to prevent the conversion of its performing assets into NPAs and also help in proper management of banks and also in the recovery of economy.

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