Master ARIMA: Your Guide to Time Series Forecasting

Learn how ARIMA models use time series data for accurate short-term forecasting. Discover its pros, cons, and essential tips ...
eLife

Linear and categorical coding units in the mouse gustatory cortex drive population dynamics and behavior in taste decision-making

This important work advances our understanding of the single neuron coding types in the mouse gustatory cortex and the functional roles of these neurons for perceptual decision-making. The conclusions ...
GitHub

Hierarchical Bayesian Approaches to Shrinkage and Sparse Estimation

Abstract: In all areas of human knowledge, datasets are increasing in both size and complexity, creating the need for richer statistical models. This trend is also true for economic data, where ...
IEEE

Research on Wildlife Trade Forecasting Based on Linear Regression and ARIMA Models

Abstract: This study developed a forecasting model for predicting the trends in global illegal wildlife trade. The model is based on historical data and integrates linear regression and ARIMA models, ...
snmjournals.org

Single-Time-Point Renal Dosimetry Using Nonlinear Mixed-Effects Modeling and Population-Based Model Selection in [

Journal of Nuclear Medicine February 2024, jnumed.123.266268; DOI: https://doi.org/10.2967/jnumed.123.266268 ...
bmjopensem.bmj

Gait asymmetry in spatiotemporal and kinetic variables does not increase running-related injury risk in lower limbs: a secondary analysis of a randomised trial including 800 ...

Objective To investigate asymmetry in spatiotemporal and kinetic variables in 800+ recreational runners, identify determinants of asymmetry, investigate if asymmetry is related to greater running ...
PNAS

Full Bayesian identification of linear dynamic systems using stable kernels

System identification learns models of dynamical systems from input–output measurements. Estimated models should generalize by predicting system’s output responses to new, previously unseen inputs.
C&EN

Application of the Gaussian Process Regression Method Based on a Combined Kernel Function in Engine Performance Prediction

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. You are free to share(copy and redistribute) this ...