Density‐Valued ARMA Models by Spline Mixtures
Journal of Time Series Analysis, EarlyView.ABSTRACT This paper proposes a novel framework for modeling time series of probability density functions by extending autoregressive moving average (ARMA) models to density‐valued data. The method is based on a transformation approach, wherein each density function on a compact domain [0,1]d$$ {\left[0,1\right]}^d $$ is approximated by a B‐spline ...
Yasumasa Matsuda, Rei Iwafuchi
wiley +1 more source
Testing Distributional Granger Causality With Entropic Optimal Transport
Journal of Time Series Analysis, EarlyView.ABSTRACT We develop a novel nonparametric test for Granger causality in distribution based on entropic optimal transport. Unlike classical mean‐based approaches, the proposed method directly compares the full conditional distributions of a response variable with and without the history of a candidate predictor.
Tao Wang
wiley +1 more source
'Sweating Blood': Patients' Dirty Work in Informal Complaint Biographies. [PDF]
Sociol Health IllnBrüggemann J, Guntram L, Nedlund AC.
europepmc +1 more source
Zoning for Aesthetic Objectives: A Reappraisal [PDF]
, 1955 Dukeminier, J. J., Jr.
core +1 more source
The Accuracy Smoothness Dilemma in Prediction: A Novel Multivariate M‐SSA Forecast Approach
Journal of Time Series Analysis, EarlyView.ABSTRACT Forecasting presents a complex estimation challenge, as it involves balancing multiple, often conflicting, priorities and objectives. Conventional forecast optimization methods typically emphasize a single metric, such as minimizing the mean squared error (MSE), which may neglect other crucial aspects of predictive performance. To address this
Marc Wildi
wiley +1 more source
A single PCR-sequencing method to establish the frequency of kdr alleles in the stable fly, Stomoxys calcitrans: application to seven livestock farms from south of France. [PDF]
PLoS OneSato MR +6 more
europepmc +1 more source
Seeing the Speaker's Face Enhances Second Language Shadowing: Neural and Behavioral Evidence
Language Learning, EarlyView.Abstract This functional magnetic resonance imaging (fMRI) study investigated how facial cues influence second language (L2) shadowing among 42 Japanese learners of English. Participants completed four conditions that varied by task type (listening vs. shadowing) and visual input (face vs. mosaic).
Hyeonjeong Jeong +7 more
wiley +1 more source
Exploring the relationship between telehealth utilization and treatment burden among patients with chronic conditions: A cross-sectional study in Ontario, Canada. [PDF]
PLOS Digit HealthTahsin F +3 more
europepmc +1 more source