Modeling the Frequency and Severity of Auto Insurance Claims Using Statistical Distributions

Journals Menu

Follow SCIRP

	+1 323-425-8868
	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Journal of Mathematical Finance

ISSN Print: 2162-2434
ISSN Online: 2162-2442
www.scirp.org/journal/jmf
E-mail: jmf@scirp.org

Google-based Impact Factor: 1.39
Citations

Journals Menu

"Modeling the Frequency and Severity of Auto Insurance Claims Using Statistical Distributions"
written by Cyprian Ondieki Omari, Shalyne Gathoni Nyambura, Joan Martha Wairimu Mwangi,
published by Journal of Mathematical Finance, Vol.8 No.1, 2018

has been cited by the following article(s):

Google Scholar
CrossRef

[1]	A new two-parameter Poisson-transmuted exponential distribution: Properties and applications in count observations
	AIP Conference Proceedings, 2024

[2]	The pet health cost model using multiple linear regression to determine pet health insurance
	AIP Conference …, 2024

[3]	Loss modeling with many-parameter distributions
	Scandinavian Actuarial Journal, 2024

[4]	A New Three-Parameter Mixed Poisson Transmuted Weighted Exponential Distribution with Applications to Insurance Data
	Science and Technology …, 2023

[5]	Mixed Poisson Transmuted New Weighted Exponential Distribution with Applications on Skewed and Dispersed Count Data
	Pakistan Journal of Statistics and Operation …, 2023

[6]	Un modèle multi-catégoriel avec gradient boosting et extrêmes pour projeter à l'ultime les paiements en assurance automobile
	2023

[7]	Determining Tomato Crop Agricultural Insurance Premium for COVID-19 Pandemic
	… Matematika Murni dan …, 2023

[8]	Penerapan Distribusi Lindley pada Data Besar Klaim Asuransi Kendaraan Bermotor di Indonesia
	Bandung Conference Series …, 2023

[9]	Research on the Construction of Sensitive Energy Data Identification Model and Technologies for Active Distribution Network
	Proceedings of the 2023 …, 2023

[10]	Application of Poisson and negative binomials models to estimate the frequency of insurance claims
	Jurnal …, 2023

[11]	Loss Prevention Technologies' Effect on Property Damage Cost and Financial Savings: Evidence from Danish Municipalities
	The Journal of Risk …, 2023

[12]	Modeling of Loss Severity of Motor Insurance Extreme Claims.
	… Journal of Advances …, 2023

[13]	The simplex regression model as a methodology of actuarial analysis
	… Revista Contemporânea de economia e gestão, 2023

[14]	Research on Prediction Method of Auto Insurance Claim Amount Based on Graph Deep Learning
	Proceedings of the 2023 3rd International …, 2023

[15]	A Bayesian Approach to Weibull Distribution with Application to Insurance Claims Data
	Journal of Reliability and …, 2023

[16]	An alternative count distribution for modeling dispersed observations
	Pertanika J. Sci. & Technol, 2023

[17]	The simulation of claim severity and claim frequency for estimation of loss of life insurance company
	AIP Conference Proceedings, 2022

[18]	Geographical risk in the Dutch car insurance: a data-driven approach to measure regional effects on the claim frequency
	2022

[19]	Data Analysis and Modelingof Claim Amounts of Car Insurance using Big Data: A Study for Pakistan
	Asian Journal of …, 2022

[20]	Modelling Motor Insurance Policy Claims Using Probability Distributions: Evidence from Ghana
	Mensah… - Available at SSRN …, 2022

[21]	A machine learning approach for modeling frequency and severity
	2022

[22]	Modeling of Motor Insurance Extreme Claims through Appropriate Statistical Distributions
	Studies of Applied …, 2022

[23]	Modelling dependencies in airport passenger: claim data using copulas
	2022

[24]	MODELLING THE FREQUENCY AND SEVERITY OF COMMERCIAL FIRE INSURANCE CLAIMS IN MALAYSIA.
	International Journal of …, 2022

[25]	Study for Identification and Contribution of Extratropical Cyclone Claims in the Home Insurance Portfolio
	2022

[26]	Prediction of Future Insurance Premiums When the Model is Uncertain
	… on Mathematics and …, 2021

[27]	Oq-o2-2o21
	2021

[28]	Distribución de pérdidas en la propiedad intelectual: Caso Estados Unidos, 2008-2018
	2021

[29]	FACTORES ECONóMICOS Y SOCIODEMOGRáFICOS ASOCIADOS CON LA PARTICIPACIóN EN LA INFORMALIDAD LABORAL DE LA POBLACIóN MAYOR DE 60 A?OS. MéXICO 2018
	THESIS, 2021

[30]	The Value of Title Insurance
	2020

[31]	Modeling Claim Frequency in Indonesia Auto Insurance Using Generalized Poisson-Lindley Linear Model
	Jurnal Matematika Statistik dan Komputasi, 2020

[32]	Predictive Power of Criminal Background on Losses
	2020

[33]	Stochastic reserving with a stacked model based on a hybridized Artificial Neural Network
	2020

[34]	Analysis Accuracy of Random Forest Model for Big Data–A Case Study of Claim Severity Prediction in Car Insurance
	2019

[35]	Probability distribution analysis and forecasting of patients arriving at regional referral hospital Dodoma, Tanzania (during the year 2017-2018)
	2019

[36]	Penaksiran Cadangan Dana pada Asuransi Kendaraan Bermotor Melalui Pendekatan Bayesian; Model Banyaknya Klaim: Poisson-Gamma dan Model Ganti Rugi …
	2019

[37]	MODELACIÓN DE LOS MONTOS MÁXIMOS DE SINIESTROS EN EL SEGURO DE AUTOMÓVILES EN MÉXICO (2008-2017)
	2019

[38]	Evaluation of Multiple Clustering Algorithms on Insurance Datasets


[39]	Application of Analytic Solution of Aggregate Loss Distribution through Laplace Transform on Motor Vehicle Insurance Claims Data in Indonesia


[40]	Determining the Expected Return of Insurance Claims Amount

[1]	A new two-parameter Poisson-transmuted exponential distribution: Properties and applications in count observations PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON MATHEMATICAL SCIENCES AND TECHNOLOGY 2022 (MATHTECH 2022): Navigating the Everchanging Norm with Mathematics and Technology, 2024 DOI:10.1063/5.0192459

[2]	Loss modeling with many-parameter distributions Scandinavian Actuarial Journal, 2024 DOI:10.1080/03461238.2024.2309987

[3]	The pet health cost model using multiple linear regression to determine pet health insurance THE 3RD INTERNATIONAL CONFERENCE ON MATHEMATICS AND ITS APPLICATIONS (ICOMATHAPP) 2022: The Latest Trends and Opportunities of Research on Mathematics and Mathematics Education, 2024 DOI:10.1063/5.0193784

[4]	Research on Prediction Method of Auto Insurance Claim Amount Based on Graph Deep Learning Proceedings of the 2023 3rd International Conference on Big Data, Artificial Intelligence and Risk Management, 2023 DOI:10.1145/3656766.3656767

[5]	An Alternative Count Distribution for Modeling Dispersed Observations Pertanika Journal of Science and Technology, 2023 DOI:10.47836/pjst.31.3.25

[6]	The simulation of claim severity and claim frequency for estimation of loss of life insurance company PROCEEDINGS OF THE 4TH INTERNATIONAL SEMINAR ON INNOVATION IN MATHEMATICS AND MATHEMATICS EDUCATION (ISIMMED) 2020: Rethinking the role of statistics, mathematics and mathematics education in society 5.0: Theory, research, and practice, 2022 DOI:10.1063/5.0110652

[7]	Stochastic reserving with a stacked model based on a hybridized Artificial Neural Network Expert Systems with Applications, 2021 DOI:10.1016/j.eswa.2020.113782

[8]	PROBABILITY DISTRIBUTION ANALYSIS OF PATIENTS ARRIVING AT REGIONAL REFERRAL HOSPITAL DODOMA, TANZANIA (2017-2018). INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH, 2021 DOI:10.36106/ijsr/8432443

[9]	Analysis Accuracy of Random Forest Model for Big Data – A Case Study of Claim Severity Prediction in Car Insurance 2019 5th International Conference on Science in Information Technology (ICSITech), 2019 DOI:10.1109/ICSITech46713.2019.8987520

Follow SCIRP

	+1 323-425-8868
	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Journal of Mathematical Finance

Journal of Mathematical Finance

Journals Menu

Home

About SCIRP

Service

Policies