What question did this study set out to answer?

The aim is to develop a new distribution model that captures complex characteristics of environmental and financial datasets, particularly for extreme events.

April 11, 2026StatsOpen Access

A Novel Exponentiated Pareto Exponential Distribution with Applications in Environmental and Financial Datasets

View Full Paper

Ask AI

Bookmark

Authors

ISIbrahim SuleDurban University of Technology MRMogiveny RajkoomarDurban University of Technology

Discussion

Member takes

Implication

Demonstrates a new distribution model for better handling extreme events in environmental and financial datasets, suggesting enhanced analytical capabilities.

Key Points

The aim is to develop a new distribution model that captures complex characteristics of environmental and financial datasets, particularly for extreme events.
Developed a three-parameter exponentiated Pareto exponential distribution.
Utilized maximum likelihood estimate for parameter estimation.
Conducted simulation exercises to evaluate estimator efficiency.
Applied the model to four real-life datasets with goodness-of-fit measurements.
The proposed model provides a better fit compared to traditional distribution models.
Log-likelihood and information criteria indicate improved model adequacy.
The new model effectively captures tail behaviour in extreme events.

Cite This Study

Sule et al. (2026) studied this question.

synapsesocial.com/papers/69d9e64e78050d08c1b769fa https://doi.org/10.3390/stats9020041

View Full Paper

Ask AI

Bookmark

Implication

Demonstrates a new distribution model for better handling extreme events in environmental and financial datasets, suggesting enhanced analytical capabilities.

A Novel Exponentiated Pareto Exponential Distribution with Applications in Environmental and Financial Datasets

Discussion

Member takes

Implication

Key Points

Cite This Study

A Novel Exponentiated Pareto Exponential Distribution with Applications in Environmental and Financial Datasets

Discussion

Member takes

Implication

Key Points

Cite This Study

Also Consider

Also Consider