dlnm-package |
Distributed Lag Non-linear Models (DLNM) |
cbPen |
Generate Penalty Matrices for a DLNM |
chicagoNMMAPS |
Daily Mortality Weather and Pollution Data for Chicago |
coef.crosspred |
Model Coefficients and their (Co)Variance Matrix of a DLNM |
coef.crossreduce |
Model Coefficients and their (Co)Variance Matrix of a DLNM |
cr |
Generate a Basis Matrix for Penalized Cubic Regression Splines |
crossbasis |
Generate a Cross-Basis Matrix for a DLNM |
crossplot |
Plot Predictions for a DLNM |
crosspred |
Generate Predictions for a DLNM |
crossreduce |
Reduce the Fit of a DLNM to One-Dimensional Summaries |
dlnm |
Distributed Lag Non-linear Models (DLNM) |
drug |
A Trial on the Effect of Time-Varying Doses of a Drug |
equalknots |
Define Knots at Equally-Spaced Values |
exphist |
Define Exposure Histories from an Exposure Profile |
integer |
Generate a Basis Matrix of Indicator Variables for Integer Values |
lin |
Generate a Basis Matrix with a Variable as Linear |
lines.crosspred |
Plot Predictions for a DLNM |
lines.crossreduce |
Plot Predictions for a Reduced DLNM |
logknots |
Define Knots for Lag Space at Equally-Spaced Log-Values |
mkbasis |
Generate a Basis Matrix for Different Functions |
mklagbasis |
Generate a Basis Matrix for Different Functions |
nested |
Nested Case-Control Study with a Time-Varying Exposure and a Cancer Outcome |
onebasis |
Generate a Basis Matrix for Different Functions |
plot.crosspred |
Plot Predictions for a DLNM |
plot.crossreduce |
Plot Predictions for a Reduced DLNM |
points.crosspred |
Plot Predictions for a DLNM |
points.crossreduce |
Plot Predictions for a Reduced DLNM |
poly |
Generate a Basis Matrix of Polynomials |
Predict.matrix.cb.smooth |
Cross-Basis Spline Smooths for a DLNM |
ps |
Generate a Basis Matrix for P-Splines |
smooth.construct.cb.smooth.spec |
Cross-Basis Spline Smooths for a DLNM |
strata |
Generate a Basis Matrix of Indicator Variables |
summary.crossbasis |
Generate a Cross-Basis Matrix for a DLNM |
summary.crosspred |
Generate Predictions for a DLNM |
summary.crossreduce |
Reduce the Fit of a DLNM to One-Dimensional Summaries |
summary.onebasis |
Generate a Basis Matrix for Different Functions |
thr |
Generate a Basis Matrix of Linear Threshold Transformations |
vcov.crosspred |
Model Coefficients and their (Co)Variance Matrix of a DLNM |
vcov.crossreduce |
Model Coefficients and their (Co)Variance Matrix of a DLNM |