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Open Journal of Statistics (OJS) is an international journal dedicated to the latest advancements in statistics. The goal of this journal is to provide a platform for scientists and academicians all over the world to promote, share, and discuss various new issues and developments in different areas of statistics. All…
Justine O. May, Stephen W. Looney
One of the most commonly used statistical methods is bivariate correlation analysis. However, it is usually the case that little or no attention is given to power and sample size considerations when planning a study in which correlation will be the primary an…
Lorena Saliaj, Eugenia Nissi
Today, COVID-19 pandemic has become the greatest worldwide threat, as it spreads rapidly among individuals in most countries around the world. This study concerns the problem of daily prediction of new COVID-19 cases in Italy, aiming to find the best predicti…
Carmen D. Saldiva de André, Silvia Nagib Elian
The L 1 regression is a robust alternative to the least squares regression whenever there are outliers in the values of the response variable, or the errors follow a long-tailed distribution. To calculate the standard errors of the L 1 estimators, construct c…
Olatayo Olusegun Alabi, Aminat Yetunde Saula, Ezra Gayawan, Victor Samuel Alabi, Hamidu Abimbola Bello, Rasaq Yinka Akinbo, Taiwo Abideen Lasisi
Breast cancer is one of the leading diseases that affect women’s lives. It affects their lives in so many ways by denying them the required standard of health needed to carry out all of their daily activities for some days, weeks, months or years before event…
Mohamed M. Shoukri, Maha M. Aleid
Background: The Poisson and the Negative Binomial distributions are commonly used to model count data. The Poisson is characterized by the equality of mean and variance whereas the Negative Binomial has a variance larger than the mean and therefore both model…
Lorenzo Camponovo
We study the asymptotic properties of adaptive lasso estimators when some components of the parameter of interest <i>β</i> are strictly different than zero, while other components may be zero or may converge to zero with rate n<sup>- δ </sup>, with…
Tapati Basak, Nipa Roy
The genome-wide association study (GWAS) is a powerful experimental design that is applied to detect disease susceptible genetic variants. The main goal of these studies is to provide a better understanding of the biology of disease, which further facilitates…
Juha Lappi
Objectives: T he o bjective is to analyze the interaction of the correlation structure and values of the regressor variables in the estimation of a linear model when there is a constant, possibly negative, intra-class correlation of residual errors and the gr…
Nujayma M. A. Salim, Christopher O. Onyango
In this paper, a regression method of estimation has been used to derive the mean estimate of the survey variable using simple random sampling without replacement in the presence of observational errors. Two covariates were used and a case where the observati…
Jessica Kubrusly
Uniformly minimum-variance unbiased estimator (UMVUE) for the gamma c umulative distribution function with known and integer scale parameter. This paper applies Rao-Blackwell and Lehmann-Scheffeé Theorems to deduce the uniformly minimum-variance unbiased esti…
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Open Journal of Statistics (OJS) is an international journal dedicated to the latest advancements in statistics. The goal of this journal is to provide a platform for scientists and academicians all over the world to promote, share, and discuss various new issues and developments in different areas of statistics. All… All articles are open access under a CC BY 4.0 licence, with authors retaining copyright.
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