Linear mixed effects models and log linear mixed effects models for reaction time [ms], throughput, and RTCV in the PVT in day and night shifts without training test bout, adjusted for various factors and beta-logistic mixed effects model for errors (% of lapses, % of false starts) in the PVT in day and night shifts without training test bout, adjusted for various factors and considering repeated measurements over study days.

Linear mixed effects models and log linear mixed effects models for reaction time [ms], throughput, and RTCV in the PVT in day and night shifts without training test bout, adjusted for various factors and beta-logistic mixed effects model for errors (% of lapses, % of false starts) in the PVT in day and night shifts without training test bout, adjusted for various factors and considering repeated measurements over study days.

本数据集包含两类分析模型：其一为线性混合效应模型(Linear Mixed Effects Models)与对数线性混合效应模型(Log Linear Mixed Effects Models)，用于分析未包含训练测试组块的昼夜轮班精神运动警戒任务(PVT)中的反应时[毫秒]、吞吐量及反应时变异系数(RTCV)，并针对多种混杂因素完成校正；其二为贝塔逻辑斯蒂混合效应模型(Beta-logistic Mixed Effects Model)，用于分析该场景下的错误指标（失误率、错误启动率），同样校正了多种混杂因素，并纳入研究周期内的重复测量设计。