## ----setup, include=FALSE----------------------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ## ----------------------------------------------------------------------------- variables <- read.csv(system.file("extdata", "variables.csv", package = "chmsflow")) variable_details <- read.csv(system.file("extdata", "variable-details.csv", package = "chmsflow")) ## ----echo=FALSE, warning=FALSE, message=FALSE--------------------------------- library(knitr) library(kableExtra) kable(variable_details[275:278, 1], col.names = "variable") ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, 1:2]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, 1:3]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[c(275), 1:4]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[c(1, 6), 1:5]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, 1:6]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, 1:7]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, 1:8]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, 1:9]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, 1:10]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, 1:11]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, 1:12]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, 1:13]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, 1:14]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, 1:15]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[275:278, ]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ library(knitr) library(kableExtra) kable(variables[1, ]) ## ----warning=FALSE------------------------------------------------------------ calculate_pack_years <- function(smkdsty, clc_age, smk_54, smk_52, smk_31, smk_41, smk_53, smk_42, smk_21, smk_11) { pack_years <- dplyr::case_when( # Age: valid skip clc_age == 96 ~ haven::tagged_na("a"), # Age: don't know, refusal, not stated clc_age < 0 | clc_age %in% 97:99 ~ haven::tagged_na("b"), # Pack-years by smoking status smkdsty == 1 ~ pmax(((clc_age - smk_52) * (smk_31 / 20)), 0.0137), smkdsty == 2 ~ pmax(((clc_age - smk_52 - (clc_age - smk_54)) * (smk_53 / 20)), 0.0137) + ((pmax((smk_41 * smk_42 / 30), 1) / 20) * (clc_age - smk_54)), smkdsty == 3 ~ (pmax((smk_41 * smk_42 / 30), 1) / 20) * (clc_age - smk_21), smkdsty == 4 ~ pmax(((smk_54 - smk_52) * (smk_53 / 20)), 0.0137), smkdsty == 5 & smk_11 == 1 ~ 0.0137, smkdsty == 5 & smk_11 == 2 ~ 0.007, smkdsty == 6 ~ 0, # Smoking status: valid skip smkdsty == 96 ~ haven::tagged_na("a"), # Smoking status: don't know, refusal, not stated smkdsty %in% 97:99 ~ haven::tagged_na("b"), .default = haven::tagged_na("b") ) return(pack_years) } ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[953, ]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variables[189, ]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[308:311, ]) ## ----echo=FALSE, warning=FALSE------------------------------------------------ kable(variable_details[308:311, ]) kable(variables[80, ])