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## Package-level documentation stub. Hand-written Rd lives in man/.
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#' varGuidTS: Variance-Guided Time-Series Modeling for Temporal Risk Detection
#'
#' Fits a balanced panel ARX-GARCHX model with subject-specific
#' intercepts, shared population coefficients, and joint L1
#' penalization on the conditional mean and variance covariate vectors.
#' Provides an exceedance-based risk score
#' \eqn{\pi_{s,t}(c) = P(Y_{s,t} > c \,|\, F_{t-1})} for personalized
#' temporal risk assessment.
#'
#' @keywords internal
"_PACKAGE"
