TARU PUBLICATIONS
 Journal of Statistics and Management Systems cover
Open Access ·Peer-reviewed·ISSN (Online): 2169-0014·ISSN (Print): 0972-0510

Monthly Journal: Publishes peer-reviewed aticles on theoretical and applied statistics and management systems, expoloring industrial statistics, actuarial and decision sciences.

Issues up to 2022 co-published with and available at:Taylor & Francis Online
submissions@tarupublications.com
Volume 28·Issue 1·January 2025·16 Articles

Volume 28, Issue 1

Articles

Open Access Research Article·pp. 1–16·Vol. 28, Issue 1Jan 2025

The discretization of the Topp-Leone generated family of distributions

Festus C. Opone, Nosakhare Ekhosuehi, Lawrence C. Nzei

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-923

In this paper: The idea of discretizing an existing continuous lifetime model has gained considerably attention in the theory of probability distributions. In practice, real datasets may appear continuous in nature...

AbstractReferencesFull Text PDF (1.6 MB)Views: 255Downloads: 52Citations: 0
Open Access Research Article·pp. 17–46·Vol. 28, Issue 1Jan 2025

The Marshall-Olkin Type II exponentiated half logistic family of distributions with properties and applications

Broderick Oluyede, Morongwa Gabankgosi

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-968

In this paper: A new Marshall-Olkin Type II Exponentiated Half Logistic-G (MO-TIIEHL-G) distribution is developed. Some properties and special models together with estimates of the parameters are presented. The effe...

AbstractReferencesFull Text PDF (3.4 MB)Views: 138Downloads: 79Citations: 0
Open Access Research Article·pp. 47–65·Vol. 28, Issue 1Jan 2025

Showing the effects of comorbidity of Diabetes Mellitus on diabetics’ population from a simple linear mathematical model

Victor Olajide Akinsola, Temitayo Olubisi Oluyo, Adeyemi Olukayode Binuyo, David Ifeoluwa Oladapo

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-970

In this paper: It is an established fact that many infectious diseases, including COVID-19, AIDS are difficult to treat in the presence of various other comorbid diseases. It is, therefore, imperative to examine the...

AbstractReferencesFull Text PDF (1.6 MB)Views: 110Downloads: 53Citations: 0
Open Access Research Article·pp. 67–77·Vol. 28, Issue 1Jan 2025

Federated learning for brain tumor segmentation and classification : A statistical approach

Sivakumar Nadarajan, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1315

In this paper: Enhancing the chances of survival for cancer patients requires early brain tumour identification. This study suggests a federated learning-based method to deal with classification problems caused by o...

AbstractReferencesFull Text PDF (616 KB)Views: 267Downloads: 74Citations: 1
Open Access Research Article·pp. 79–87·Vol. 28, Issue 1Jan 2025

Estimating percentiles of time-to-failure distribution obtained from a Weibull accelerated degradation model

Mohammed Al-Haj Ebrahem, Mohammad Abedalqader

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1207

In this paper: We propose a nonparametric kernel estimation method to estimate the percentiles of the time-to-failure distribution under the usual use condition obtained from a Weibull accelerated degradation model....

AbstractReferencesFull Text PDF (433 KB)Views: 100Downloads: 74Citations: 0
Open Access Research Article·pp. 89–93·Vol. 28, Issue 1Jan 2025

Optimal process parameters setting based on time value of money

Chung-Ho Chen, Tzu-Hsien Lee

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1209

In this paper: In this research, we consider the process parameters setting by addressing Taguchi’s cost for product and process adjustment with time value of money. The process parameters with the constant standard...

AbstractReferencesFull Text PDF (132 KB)Views: 114Downloads: 72Citations: 0
Open Access Research Article·pp. 95–105·Vol. 28, Issue 1Jan 2025

Interdisciplinary role of statistics in energy consumption prediction within smart grid big data analytics

Kamal Sharma, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1316

In this paper: The study of energy consumption in buildings is crucial due to environmental and financial impacts. Smart metering is suggested to improve energy efficiency, but predicting electrical consumption accu...

AbstractReferencesFull Text PDF (801 KB)Views: 142Downloads: 80Citations: 0
Open Access Research Article·pp. 107–113·Vol. 28, Issue 1Jan 2025

Process parameters settings and quality investment selection for modified traditional inventory model

Chung-Ho Chen, Tzu-Hsien Lee

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1235

In this paper: In this article, we propose the process parameters settings in the first phase. Then the extended problem with production quantity, quality investment, and parameters of acceptance sampling in the sec...

AbstractReferencesFull Text PDF (167 KB)Views: 88Downloads: 78Citations: 0
Open Access Research Article·pp. 115–120·Vol. 28, Issue 1Jan 2025

On characterization of a continuous distribution through lower record values

M. I. Khan

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1244

In this paper: The characterization results via conditional expectation of lower record and truncation moments are considered for a new family of probability distribution. Several probability distributions can be ch...

AbstractReferencesFull Text PDF (315 KB)Views: 145Downloads: 87Citations: 0
Open Access Research Article·pp. 121–131·Vol. 28, Issue 1Jan 2025

Early fire hazard risk management model in urban environments : Leveraging optimized deep learning techniques

Vishal Goyal, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1318

In this paper: The rapid growth of IoT technology has revolutionized smart city applications, improving societal functionalities. This integration offers real-time applications for predicting crime events, monitorin...

AbstractReferencesFull Text PDF (1.2 MB)Views: 118Downloads: 74Citations: 0
Open Access Research Article·pp. 139–149·Vol. 28, Issue 1Jan 2025

An intelligent framework for credit card fraud detection through data analytics

Y. Ravi Kumar Chakrabarti, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1320

In this paper: An intelligent framework combining Autoencoder Neural Networks and the Dragonfly optimization algorithm, which would be put forth to this research to combat effective credit card fraud by detecting fr...

AbstractReferencesFull Text PDF (905 KB)Views: 192Downloads: 74Citations: 0
Open Access Research Article·pp. 151–175·Vol. 28, Issue 1Jan 2025

Stress-strength reliability analysis of series systems with redundancy : A study utilizing Rayleigh distribution and estimation techniques

Marwa KH. Hassan, Muhammad Aslam

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1354

In this paper: The Rayleigh distribution is among the numerous distributions employed as a model for lifetime events, finding appli-cations in survival analysis, reliability, and communications engineering. This stu...

AbstractReferencesFull Text PDF (1.0 MB)Views: 136Downloads: 74Citations: 0
Open Access Research Article·pp. 177–191·Vol. 28, Issue 1Jan 2025

Utilizing statistical methods to assess the association between demographic variables and angiographycally confirmed CVD

Sharada Ashok Jadhav, Abhijeet B. Shelke, Satish V. Kakade, Sheela D. Kadam

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1386

In this paper: Background: Reasons for the high propensity to develop CVD, the high case fatality and the high premature mortality include biological mechanisms, Social determinants and their interactions. Hence und...

AbstractReferencesFull Text PDF (235 KB)Views: 130Downloads: 55Citations: 0
Open Access Research Article·pp. 193–204·Vol. 28, Issue 1Jan 2025

Statistical assessment of an interpretable AI framework for improved disease diagnosis through medical images

K. M. Karthick Raghunath, Bhuvan Unhelkar, S. Siva Shankar, Prasun Chakrabarti

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1351

In this paper: In medical imaging, radiographic diagnoses based on computational techniques and statistical analysis call for a solution that integrates the gap between computational methods and statistical tools to...

AbstractReferencesFull Text PDF (623 KB)Views: 180Downloads: 86Citations: 2
Open Access Research Article·pp. 205–234·Vol. 28, Issue 1Jan 2025

Solvency constraint implications for tax liability targeting of banks in Ghana

Kwakye Boateng, Kwame Bosiako Omane-Antwi, Yaw Ndori Queku

Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1400

In this paper: This paper examines the implications of solvency constraints on the tax liability targeting in the Ghanaian banking sector. The analyses are based on 15-year annual data spanning 2008 to 2022 interpol...

AbstractReferencesFull Text PDF (797 KB)Views: 129Downloads: 72Citations: 0