Package: MapGAM
Type: Package
Title: Mapping Smoothed Effect Estimates from Individual-Level Data
Version: 1.3-1
Date: 2025-08-03
Authors@R: c(person(given = "Lu",
                        family = "Bai",
                        role = "aut"),
                 person(given = "Scott",
                        family = "Bartell",
                        role = c("aut", "cre"),
                        email = "sbartell@uci.edu",
			comment = c(ORCID = "0000-0001-7797-2906")),
                 person(given = "Robin",
                        family = "Bliss",
                        role = "aut"),
                 person(given = "Veronica",
                        family = "Vieira",
                        role = "aut"))
Description: Contains functions for mapping odds ratios, hazard ratios,
        or other effect estimates using individual-level data such as
        case-control study data, using generalized additive models
        (GAMs) or Cox models for smoothing with a two-dimensional
        predictor (e.g., geolocation or exposure to chemical mixtures)
        while adjusting linearly for confounding variables, using
        methods described by Kelsall and Diggle (1998), Webster at al.
        (2006), and Bai et al. (2020).  Includes convenient functions
        for mapping point estimates and confidence intervals, efficient
        control sampling, and permutation tests for the null hypothesis
        that the two-dimensional predictor is not associated with the
        outcome variable (adjusting for confounders).
License: GPL-3
Depends: R (>= 2.10.0), sp, gam, survival
Imports: sf, colorspace, PBSmapping
Suggests: maps, mapproj
NeedsCompilation: no
Packaged: 2026-10-13 11:19:04 UTC; root
Author: Lu Bai [aut], Scott Bartell [aut, cre] (ORCID:
        <https://orcid.org/0000-0001-7797-2906>), Robin Bliss [aut],
        Veronica Vieira [aut]
Maintainer: Scott Bartell <sbartell@uci.edu>
Config/pak/sysreqs: libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev
        libssl-dev libproj-dev libsqlite3-dev libudunits2-dev
Repository: https://cranhaven.r-universe.dev
Date/Publication: 2026-09-13 02:02:00 UTC
RemoteUrl: https://github.com/cranhaven/cranhaven.r-universe.dev
RemoteRef: package/MapGAM
RemoteSha: ab4d3342ea9c562d8b488b92c6c904253181ac32
RemoteSubdir: MapGAM
