pcoriaccel_compute_influence_term_2_quadv_sim_via_matrix function

Runs an optimized implementation of the compute_influence_term_2_quadv_sim_via_matrix

function.

pcoriaccel_compute_influence_term_2_quadv_sim_via_matrix(
  X,
  Y,
  times,
  individual_X,
  x_slope,
  alpha,
  beta,
  spline_basis,
  bandwidth,
  tol = 0.0001220703,
  kernel = "K2_Biweight"
)

Arguments

• X: Matrix of all covariates, transformed as necessary by model
• Y: Vector of all outcomes (same length as a column of X)
• times: Vector of observation times for individual
• individual_X: Matrix of covariates for individual rows correspond to times prepared for inferences for integration.
• x_slope: Vector of numeric(length(beta)) indicating how
• alpha: Vector of sensitivity parameters
• beta: Vector of coefficients of the outcome model
• spline_basis: Spline basis object (orthogonalsplinebasis::SplineBasis)
• bandwidth: Bandwidth for the kernel density estimate of the outcome model.
• tol: Tolerance for integration
• kernel: Kernel function to use for the kernel density estimate

Returns

integration result