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analysis_work.qmd
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---
title: "Analysis"
author: "Kasandra Ascuña-Durand / Ariana Cardenas"
format: html
editor: source
---
```{r}
library(dplyr)
library(MASS)
```
```{r}
model_results <- readr::read_rds("model_results.rds")
```
```{r}
model_1 <- model_results |> arrange(aic) |> filter(type == "Work", model_mode == "Adjusted")
```
```{r}
model_1
```
```{r}
summary(model_1$model[[1]])
```
```{r}
gtsummary::tbl_regression(model_1$model[[1]], exponentiate = TRUE)
```
```{r}
summary(model_1$model[[2]])
```
```{r}
gtsummary::tbl_regression(model_1$model[[2]], exponentiate = TRUE)
```
```{r}
summary(model_1$model[[3]])
```
```{r}
gtsummary::tbl_regression(model_1$model[[3]], exponentiate = TRUE)
```
```{r}
summary(model_1$model[[4]])
```
```{r}
gtsummary::tbl_regression(model_1$model[[4]], exponentiate = TRUE)
```
```{r}
summary(model_1$model[[5]])
```
```{r}
gtsummary::tbl_regression(model_1$model[[5]], exponentiate = TRUE)
```
```{r}
summary(model_1$model[[6]])
```
```{r}
gtsummary::tbl_regression(model_1$model[[6]], exponentiate = TRUE)
```
```{r}
summary(model_1$model[[7]])
```
```{r}
gtsummary::tbl_regression(model_1$model[[7]], exponentiate = TRUE)
```
```{r}
summary(model_1$model[[8]])
```
```{r}
gtsummary::tbl_regression(model_1$model[[8]], exponentiate = TRUE)
```
```{r}
summary(model_1$model[[9]])
```
```{r}
gtsummary::tbl_regression(model_1$model[[9]], exponentiate = TRUE)
```
```{r}
summary(model_1$model[[10]])
```
```{r}
gtsummary::tbl_regression(model_1$model[[10]], exponentiate = TRUE)
```
Unadjusted:
```{r}
model_2 <- model_results |> arrange(aic) |> filter(type == "Work", model_mode == "Unadjusted")
```
```{r}
model_2
```
```{r}
summary(model_2$model[[1]])
```
```{r}
gtsummary::tbl_regression(model_2$model[[1]], exponentiate = TRUE)
```
```{r}
summary(model_2$model[[2]])
```
```{r}
gtsummary::tbl_regression(model_2$model[[2]], exponentiate = TRUE)
```
```{r}
summary(model_2$model[[3]])
```
```{r}
gtsummary::tbl_regression(model_2$model[[3]], exponentiate = TRUE)
```
```{r}
summary(model_2$model[[4]])
```
```{r}
gtsummary::tbl_regression(model_2$model[[4]], exponentiate = TRUE)
```
```{r}
summary(model_2$model[[5]])
```
```{r}
gtsummary::tbl_regression(model_2$model[[5]], exponentiate = TRUE)
```
```{r}
summary(model_2$model[[6]])
```
```{r}
gtsummary::tbl_regression(model_2$model[[6]], exponentiate = TRUE)
```
```{r}
summary(model_2$model[[7]])
```
```{r}
gtsummary::tbl_regression(model_2$model[[7]], exponentiate = TRUE)
```
```{r}
summary(model_2$model[[8]])
```
```{r}
gtsummary::tbl_regression(model_2$model[[8]], exponentiate = TRUE)
```
```{r}
summary(model_2$model[[9]])
```
```{r}
gtsummary::tbl_regression(model_2$model[[9]], exponentiate = TRUE)
```
```{r}
summary(model_2$model[[10]])
```
```{r}
gtsummary::tbl_regression(model_2$model[[10]], exponentiate = TRUE)
```