# Mapping Smoothed Effect Estimates from Individual-Level Data

## Documentation for package ‘MapGAM’ version 1.3

- DESCRIPTION file.

## Help Pages

MapGAM-package | Mapping Smoothed Effect Estimates from Individual-Level Spatial Data
AIC.modgam | AIC of the 'modgam' Object
beertweets | Geocoded Tweets with Beer Indicator
CAdata | Deidentified Survival Data for California
CAgrid | A Grid on State of California
CAmap | Map of California
coef.gamcox | Coefficents of the 'gamcox' Object
coef.modgam | Coefficients of the 'modgam' Object
colormap | Maps Predicted Values and Clusters on a Two-Dimentional Map
dls | Calculating Derivatives of Partial Likelihood for Cox Proportional Hazard Additive Models
formula.gamcox | Formula of the 'gamcox' Object
formula.modgam | Formula of the 'modgam' Object
gamcox | Fit a Cox Additive Model with a Two-Dimensional Smooth
gamcox.fit | Fit a Cox Additive Model with a Two-Dimensional Smooth
MAdata | Synthetic Case-Control Data for Massachusetts
MAmap | Map of Massachusetts
MapGAM | Mapping Smoothed Effect Estimates from Individual-Level Spatial Data
MapGAM.version | Revision Dates for MapGAM Functions
modgam | Fit a Generalized Additive Model (GAM) with a Two-Dimensional Smooth and Make Predictions
mypredict.gam | Prediction for GAM Fits
optspan | Determine the Optimal Span Size for 'modgam'
plot.modgam | Maps Predicted Values and Clusters for 'modgam' Objects
predgrid | Create a Grid and Clip It to a Map and Data Bounds
predict.gamcox | Prediction Method for 'gamcox' Fits
print.gamcox | Print the 'gamcox' Object
print.modgam | Print the 'modgam' Object
residuals.gamcox | Residuals of the 'gamcox' Object
residuals.modgam | Residuals of the 'modgam' Object
sampcont | Unmatched Control Sampling
summary.gamcox | Summarize the 'gamcox' Object
summary.modgam | Summarize the 'modgam' Object
toformula | Build a Formula Based on Data for 'modgam' Function
trimdata | Trim a Data Set To Map Boundaries