In this paper, a new extension of the generalized half-normal distribution is introduced and studied. We assess the performance of the maximum likelihood estimators of the parameters of the new distribution via simulation study. The flexibility of the new model is illustrated by means of four real data sets. A new log-location regression model based on the new distribution is also introduced and studied. It is shown that the new log-location regression model can be useful in the analysis of survival data and provides more realistic fits than other competitive regression models.

中文翻译：

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广义半正态分布的新概括：属性和回归模型

本文介绍并研究了广义半正态分布的新扩展。我们通过仿真研究评估新分布参数的最大似然估计器的性能。通过四个实际数据集说明了新模型的灵活性。还介绍和研究了基于新分布的新对数位置回归模型。结果表明，与其他竞争性回归模型相比，新的对数-位置回归模型可用于分析生存数据，并提供更现实的拟合。