Homogeneity and Sparsity Pursuit Using Robust Adaptive Fused Lasso
ABSTRACT Fused lasso regression is a popular method for identifying homogeneous groups and sparsity patterns in regression coefficients based on either the presumed order or a more general graph structure of the covariates. However, the traditional fused lasso may yield misleading outcomes in the presence of outliers.
Le Chang, Yanlin Shi
wiley +1 more source
Testing for a General Changepoint in Medical and Psychometric Studies: Changes Detection and Sample Size Planning. [PDF]
D'Angelo N.
europepmc +1 more source
Twenty‐Year Trends in Colectomy Rates and Advanced Therapy Prescribing in Lothian, Scotland
Prescribing of first‐line advanced therapy increased from 0 in 2004 to 115 in 2023, and absolute colectomy numbers decreased from 42 in 2004 to 7 in 2023. Piecewise linear regression found a join point in 2013 for both increased advanced therapy prescribing and decreased colectomy rates. ABSTRACT Background The impact of advanced therapy prescribing on
Alexander T. Elford+17 more
wiley +1 more source
Progressive Bounded Error Piecewise Linear Approximation with Resolution Reduction for Time Series Data Compression. [PDF]
Lin JW, Liao SW, Tsai YH, Huang CC.
europepmc +1 more source
Abstract Psychological concepts are increasingly understood as complex dynamic systems that change over time. To study these complex systems, researchers are increasingly gathering intensive longitudinal data (ILD), revealing non‐linear phenomena such as asymptotic growth, mean‐level switching, and regulatory oscillations.
Jan I. Failenschmid+3 more
wiley +1 more source
The Fossilized Birth-Death Model Is Identifiable. [PDF]
Truman K+3 more
europepmc +1 more source
Neural Geometry Processing via Spherical Neural Surfaces
Abstract Neural surfaces (e.g., neural map encoding, deep implicit, and neural radiance fields) have recently gained popularity because of their generic structure (e.g., multi‐layer perceptron) and easy integration with modern learning‐based setups. Traditionally, we have a rich toolbox of geometry processing algorithms designed for polygonal meshes to
Romy Williamson, Niloy J. Mitra
wiley +1 more source
Non-linear relationship between calf circumference and global cognition in Chinese population: a cross-sectional study of 12,102 Chinese older adults. [PDF]
Nie Y+5 more
europepmc +1 more source
Corotational Hinge‐based Thin Plates/Shells
Abstract We present six thin plate/shell models, derived from three distinct types of curvature operators formulated within the corotational frame, for simulating both rest‐flat and rest‐curved triangular meshes. Each curvature operator derives a curvature expression corresponding to both a plate model and a shell model.
Qixin Liang
wiley +1 more source
Correlation analysis between serum uric acid and carotid intima-media thickness: a cross sectional study. [PDF]
Zhang Z+6 more
europepmc +1 more source