Predicting and managing Credit risks using RIDGE and Logistic LASSO regression

Predicting and managing Credit risks using RIDGE and Logistic LASSO regression

Preprint

Saved in:

Bibliographic Details
Main Author:	Leonard Mushunje
Other Authors:	Department of Mathematics and Statistics, Midlands State University
Format:	research article
Language:	English
Published:	Elsevier 2023
Subjects:	Lasso regressions Credit risks Ridge Logistic Insolvency Default risks
Online Access:	https://cris.library.msu.ac.zw//handle/11408/5533 http://dx.doi.org/10.2139/ssrn.3831573
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An analysis of credit risk management practices in commercial banking institutions in Zimbabwe
by: Nyamutowa, C., et al.
Published: (2016)

An analysis of the challenges faced by banks in managing credit in Zimbabwe
by: Mavhiki, Severino, et al.
Published: (2021)

An investigation into management’s reluctance in implementing audit recommendations and its effects to risk: a case study of National Railways of Zimbabwe.
by: Chinamasa, Tariro M.
Published: (2018)

Weights-of-evidence and logistic regression modeling of magmatic nickel sulfide prospectivity in the Yilgarn Craton, Western Australia
by: Porwal, A., et al.
Published: (2016)

Twenty-four-hour ahead probabilistic global horizontal irradiance forecasting using gaussian process regression
by: Chandiwana, Edina, et al.
Published: (2022)

An analysis of causes of default risk and its impact on Micro-Financial Institution’s performance : A case of SMEDCO
by: Machaka, Chipo E
Published: (2020)

An Investigation into Credit Risk Management on Non-Performing Loans in Microfinance Institutions. A case of Zimbabwe Microfinance Fund (ZMF) 2017 - 2018
by: Chambati, Tafadzwa Simbarashe
Published: (2020)

Evaluating the effectiveness of the logistics system on company perfomance: a case study of Grain Marketing Board
by: Saruchera, Rufaro
Published: (2017)

Assessing the influence of inbound logistics on company performance: a case of Browncast steel company (Pvt) Ltd.
by: Nyereyemhuka, Omega
Published: (2017)

An investigation of risk management by the internal audit function: a case of city of Mutare’
by: Matema, Luke
Published: (2017)

Investigation into the impacts of management’s non-implementation of audit recommendations to risks: case of national social security authority (NSSA)
by: Shumba, Vonai
Published: (2017)

Impact of credit control techniques on revenue collection and financial performance of a firm: a case of NEC Agriculture
by: Mambiri, Loraine
Published: (2018)

An investigation into factors influencing the adoption and implementation of enterprise risk management by banks in Zimbabwe.
by: Mandimutsira, Tafadzwa
Published: (2017)

Challenges to the implementation of Information technology risk management and compliance in Zimbabwean State Universities
by: Mupfiga, Paul, et al.
Published: (2016)

An analysis of the Implications of risk based audit on quality of financial reporting: case of Ministry of Agriculture, Mechanization and Irrigation Development
by: Muridzi, Judith
Published: (2015)

Regional-scale nickel sulfide prospectivity mapping of the Yilgarn Craton, Western Australia
by: Porwal, A., et al.
Published: (2016)

An investigation of the challenges of implementing the Risk Based Internal Auditing (RBIA) in the ZNA
by: Machaya, Vuramayi
Published: (2017)

Improving disaster risk reduction capacity of District Civil Protection Units in managing veld fires: a case of Mangwe District in Matabeleland South Province, Zimbabwe
by: Dube, Ernest
Published: (2021)

Injury risk among female soccer players in Zimbabwe
by: Risk Matiya
Published: (2023)

An investigation on the efficiency of internal auditing in risk management: a case of city of Mutare
by: Matenhese, Dwright
Published: (2017)

An investigation into the implementation of risk based internal auditing: case study of the National Railways of Zimbabwe
by: Mapfumo, Raymond
Published: (2017)

Evaluating risk management practices on performance of corporates: a case of listed mining entities in Zimbabwe.
by: Tyoka, Simukai Gladstone
Published: (2017)

Risk factors for substance abuse among Harare northern central district high school adolescents
by: Wini-Dari, Noreen Kudzanai
Published: (2018)

An analysis on the applicability of risk based internal auditing: a case of Crowne Plaza Monomotapa hotel
by: Marufu, Primrose R.
Published: (2014)

An investigation on the need for internal auditing in risk management: a case of James North Zimbabwe (pvt) ltd)
by: Chinjo, Tracy V.
Published: (2017)

The efficacy of prognostic risk factors in classifying malaria patients using discriminant analysis: a case study of Sanyati hospital
by: Mazibisa, Kudakwashe
Published: (2018)

Effectiveness of risk based internal auditing: a case of Central Africa Building Society (CABS) – (January 2010 - October 2013)
by: Mapfeka, Prince Tapiwa
Published: (2014)

Harmonizing religion and health: an exploration of religious reasons for defaulting ARVs among people living with HIV and AIDS in Gweru, Zimbabwe
by: Mutambara, Julia, et al.
Published: (2021)

Risk and the regulation of uncertainty in International law /
Published: (2017)

Border management systems’ intelligence and annotations on existing transit challenges in Zimbabwe
by: Zimano, Felistas R., et al.
Published: (2022)

Environmental mycology in public health : fungi and mycotoxins risk assessment and management /
Published: (2016)

Effect of tillage systems and vine orientation on yield of sweet potato (Ipomoea batatas L.)
by: Chagonda, Ignatius, et al.
Published: (2016)

Factors influencing sexual risk behaviours among rural adolescent girls: the case of Lower Gwelo, Bafana ward 8
by: Ndlovu, Epheanitus
Published: (2017)

Effectiveness of Disaster Risk Governance and Resilience Building: Linkages, Knowledge, Inclusiveness, and Regulation
by: Mohamed Behnassi, et al.
Published: (2022)

The Exponentiated Half Logistic-Topp-Leone-G Power Series Class of Distributions: Model, Properties and Applications
by: Fastel Chipepa, et al.
Published: (2022)

Unmasking the state of risk management in Zimbabwe’s Gweru urban secondary schools
by: Dzimiri, Wonderful, et al.
Published: (2016)

An assessment of the strategies that short term insurance companies can implement in order to improve the uptake of insurance products in Zimbabwe.
by: Mukayami, Moreblessing
Published: (2017)

Disability and disaster risk reduction as an incongruent matrix: Lessons from rural Zimbabwe
by: Wilfred Lunga, et al.
Published: (2023)

Exploring a risk based approach to solvency management in the Zimbabwean short term insurance industry
by: Mukonzo, Placxedes
Published: (2017)

Risk, vulnerability and Zimbabwean migrants' postarrival adaptation in Johannesburg: reflections on relational aspects of informal social protection
by: Chereni, Admire
Published: (2020)