2 papers
math.ST2026
Noise-resilient penalty operators based on statistical differentiation schemes
Marc Vidal, Yves Rosseel
Penalized smoothing is a standard tool in regression analysis. Classical approaches often rely on basis or kernel expansions, which constrain the estimator to a fixed span and impo…
stat.ME2025
Bias-Reduced Estimation of Structural Equation Models
Haziq Jamil, Yves Rosseel, Oliver Kemp +1
Finite-sample bias is a pervasive challenge in the estimation of structural equation models (SEMs), especially when sample sizes are small or measurement reliability is low. A rang…