Credit Risk Classification Using Discriminant Analysis for Punjab National Bank Customers

The way investors evaluate credit risk must change as India's financial markets grow more dynamic and the country's economy continues to change and diversify. Credit rating agencies' ratings are a reliable source of information and a conventional indicator of credit risk. Assessing credit risk usually entails speaking with management teams and examining the company's financial data. A purposeful consultation approach forms the basis of the ratings process, which is intended to provide a long-term credit assessment. Understanding the Credit Risk Associated with PNB Customer Classification is the foundation of this study. The study was conducted among 354 PNB customers falling under SEC A1 & A2 category households in the region of Thane. The study aids the bank to take an informed decision on classifying the group of customers with regards to their credit risk. Keywords: Discriminant Analysis, Credit Risk Analysis, Punjab National Bank

Authors

Institutions

Publication Details

Journal
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Published
2025-02-04
DOI
https://doi.org/10.55041/ijsrem41342
Primary Topic
Insurance and Financial Risk Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Credit Risk Classification Using Discriminant Analysis for Punjab National Bank Customers

Mangesh Prasad Kasbekar
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Insurance and Financial Risk Management
article

Credit Risk Classification Using Discriminant Analysis for Punjab National Bank Customers

Mangesh Prasad Kasbekar
article en

Abstract

The way investors evaluate credit risk must change as India's financial markets grow more dynamic and the country's economy continues to change and diversify. Credit rating agencies' ratings are a reliable source of information and a conventional indicator of credit risk. Assessing credit risk usually entails speaking with management teams and examining the company's financial data. A purposeful consultation approach forms the basis of the ratings process, which is intended to provide a long-term credit assessment. Understanding the Credit Risk Associated with PNB Customer Classification is the foundation of this study. The study was conducted among 354 PNB customers falling under SEC A1 & A2 category households in the region of Thane. The study aids the bank to take an informed decision on classifying the group of customers with regards to their credit risk. Keywords: Discriminant Analysis, Credit Risk Analysis, Punjab National Bank

INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENTVol. 09(02)
Pharmaceutical Product Development (India) (IN)
Openalex Percentile: Top 97%
Insurance and Financial Risk Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Credit Risk Classification Using Discriminant Analysis for Punjab National Bank Customers — Mangesh Prasad Kasbekar · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT (2025) | TGRS Research Map | TGRS