Distributed Lag Non-Linear Models
Generate Penalty Matrices for a DLNM
Model Coefficients and their (Co)Variance Matrix of a DLNM
Generate a Basis Matrix for Penalized Cubic Regression Splines
Generate a Cross-Basis Matrix for a DLNM
Generate Predictions for a DLNM
Reduce the Fit of a DLNM to One-Dimensional Summaries
Internal Functions for Package dlnm
Distributed Lag Non-linear Models (DLNM)
Define Knots at Equally-Spaced Values
Define Exposure Histories from an Exposure Profile
Generate a Basis Matrix of Indicator Variables for Integer Values
Generate a Basis Matrix with a Variable as Linear
Define Knots for Lag Space at Equally-Spaced Log-Values
Generate a Basis Matrix for Different Functions
Plot Predictions for a DLNM
Plot Predictions for a Reduced DLNM
Generate a Basis Matrix of Polynomials
Generate a Basis Matrix for P-Splines
Cross-Basis Spline Smooths for a DLNM
Generate a Basis Matrix of Indicator Variables
Generate a Basis Matrix of Linear Threshold Transformations
Collection of functions for distributed lag linear and non-linear models.