README.md

In jpkeller/PMerc: Calculate particulate matter (PM) Exposure-Response Curves (ERC)

PMerc

Pariculate Matter (PM) Exposure-Response Curves (ERCs)

This R provides a lean set of code for computing specific values from an exposure-response curve developed using the bercs R package. This package contains two elements:

• Data objects containing the minimal set of information needed to calculate the full ERC or any desired values from it. Data files are provided for published ERC curves (see examples below).

• Functions. Currently, there are four R functions included (including compute_OR2()), which are derived from functions of similar name from the bercs package (e.g. compute_OR). They are included here in PMerc to facilitate calculating ERC values without requiring the full bercs package, which requires compiled C code for the STAN model objects. This package is recommended only for calculating specific risk measures from the accompanying data files. If developing your own models, it is recommended to use the functions in the bercs package and not these. It is possible that these functions may be removed at a future date.

To install PMerc, use the following commands:

devtools::install_github("jpkeller/PMerc")

Example: PM-ALRI Curve Values

library(PMerc)
library(splines2)

data(nepal_pm_alri)

compute_OR2(
    expsequence = c(35, 37.5, 50, 75, 100, 150, 200, 400),
    ref_exposure=50,
    ciband=0.95,
    beta_post=nepal_pm_alri$posterior_params$beta,
    bs_post=nepal_pm_alri$posterior_params$bS,
    xdf=nepal_pm_alri$model_data$xdf,
    nS=nepal_pm_alri$model_data$S,
    Mx=nepal_pm_alri$model_data$Mx,
    Mx_attributes = nepal_pm_alri$model_data$Mx_attributes)

##   exposure logOR_mean   logOR_low logOR_high   OR_mean    OR_low  OR_high study
## 1     35.0 -0.8275990 -2.19826068  0.1925011 0.4370975 0.1109960 1.212278     1
## 2     37.5 -0.7724221 -2.03520848  0.1714126 0.4618929 0.1306532 1.186980     1
## 3     50.0  0.0000000  0.00000000  0.0000000 1.0000000 1.0000000 1.000000     1
## 4     75.0  0.6184297  0.05759951  1.1865671 1.8560112 1.0592907 3.275816     1
## 5    100.0  0.9871702  0.42800539  1.5537510 2.6836296 1.5341944 4.729176     1
## 6    150.0  1.2221348  0.63530381  1.8084508 3.3944265 1.8875955 6.100989     1
## 7    200.0  1.1964850  0.62168084  1.7741433 3.3084673 1.8620552 5.895229     1
## 8    400.0  0.9678931  0.39970055  1.5364891 2.6323924 1.4913780 4.648242     1

Community guidelines

If you have a bug to report, are having technical issues, or want to recommend features, please open a Github Issue.

jpkeller/PMerc documentation built on Sept. 11, 2020, 12:27 a.m.