Abstract: This study proposes a zero-inflated Rayleigh seasonal autoregressive moving average model with exogenous regressors (iRSARMAX) to model and forecast non-negative time series, accommodating ...

Abstract: The prevalence of zero values in zero-inflated time-series (ZI-TS) data poses significant challenges for traditional LSTM networks in learning long-term dependencies and trends. Specifically ...

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Joe Biden wants zero emissions by 2050, but time is ticking. So how will the country have to change over the next 30 years? If America finally weans itself off planet-heating emissions, the country ...

Single cell RNA sequencing (scRNA-seq) allows quantitative measurement and comparison of gene expression at the resolution of single cells. Ignoring the batch effects and zero inflation of scRNA-seq ...

Zero Motorcycles has been making quality electric motorcycles for years now, and the company continues to pick up steam. It’s the latest addition is the SR/S sport-touring bike, but as you can see ...

In recent years, a variety of regression models, including zero-inflated and hurdle versions, have been proposed to explain the case of a dependent variable with respect to exogenous covariates. Apart ...

Generalized linear models (GLMs) that use a regression procedure to fit relationships between predictor and target variables are widely used in risk insurance data. It is crucial to detect the risk ...