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Kyle Belanger 2023-02-27 14:19:22 -05:00
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@ -62,14 +62,54 @@ When examining @fig-distro_histo, many clinical chemistry values do not show a s
## Data Tools ## Data Tools
All data handling and modeling were performed using R and R Studio. The current report was rendered in the following environment for documentation and reproducibility. All data handling and modeling were performed using R and R Studio. The current report was rendered in the following environment.
```{r} ```{r}
if( requireNamespace("devtools", quietly = TRUE) ) { #| label: tbl-platform-info
devtools::session_info() #| tbl-cap: Session Info R Environment
} else { #| echo: false
sessionInfo() #| #| message: false
}
df_session_platform <- devtools::session_info()$platform %>%
unlist(.) %>%
as.data.frame(.) %>%
tibble::rownames_to_column(.)
colnames(df_session_platform) <- c("Setting", "Value")
knitr::kable(
df_session_platform
,align = 'l'
,booktabs = TRUE
)
```
```{r}
#| label: tbl-package-info
#| tbl-cap: Package Info R Environment
#| echo: false
#| message: false
df_session_packages <- devtools::session_info(include_base = TRUE)$packages %>%
as.data.frame(.) %>%
dplyr::select(loadedversion, date) %>%
tibble::rownames_to_column()
colnames(df_session_packages) <- c("Package", "Loaded Version", "Date")
used_packages <-renv::dependencies() %>% dplyr::select(2)
df_session_packages <- df_session_packages %>%
dplyr::filter(Package %in% used_packages$Package)
knitr::kable(
df_session_packages
,align = 'l'
,booktabs = TRUE
)
``` ```
## Model Selection ## Model Selection