---
tags: Rscripts
---

# ANCOVA
### Author: Jocelyn P. Colella
* Run on noOL dataset, despite assumption violations
* ALL comparisons were significant (e.g., mean's differed between treatment groups [BL, hot, cold]) except for comparisons denoted by an askerisk (*) indicating Baseline and Hot conditions did NOT differ

## EE
| data |Baseline | Cold | Hot
| -------- | -------- | -------- |-------- |
| all_F |0.161| 0.224| 0.126|
| all_day_F |0.097*| 0.189| 0.093*|
|all_night_F |0.246| 0.281| 0.172|
| all_M |0.191| 0.254| 0.134|
| all_day_M |0.099| 0.213| 0.093|
|all_night_M |0.302| 0.321| 0.195|

## RQ
| data |Baseline | Cold | Hot
| -------- | -------- | -------- |-------- |
| all_F |0.957| 0.914| 0.891|
| all_day_F |1.040| 0.912| 0.898|
|all_night_F |0.859| 0.922| 0.881|
| all_M |0.933*| 0.901| 0.939*|
| all_day_M |1.010| 0.896| 0.945|
|all_night_M |0.848| 0.908| 0.933|

## H2Omg
| data |Baseline | Cold | Hot
| -------- | -------- | -------- |-------- |
| all_F |0.114| 0.129| 0.191|
| all_day_F |0.134| 0.105| 0.163|
|all_night_F |0.081| 0.165| 0.231|
| all_M |0.163| 0.145| 0.173|
| all_day_M |0.196| 0.113| 0.130|
|all_night_M |0.112| 0.192| 0.234|

## VO2
| data |Baseline | Cold | Hot
| -------- | -------- | -------- |-------- |
| all_F |0.545| 0.754| 0.427|
| all_day_F |0.319*|0.635| 0.315*|
|all_night_F |0.841| 0.946| 0.583|
| all_M |0.645| 0.858| 0.448|
| all_day_M |0.327*| 0.720| 0.310*|
|all_night_M |1.030| 1.080| 0.656|

## VCO2
| data |Baseline | Cold | Hot
| -------- | -------- | -------- |-------- |
| all_F |0.489| 0.690| 0.379|
| all_day_F |0.318| 0.579| 0.280|
|all_night_F |0.714| 0.870| 0.509|
| all_M |0.575| 0.770| 0.417|
| all_day_M |0.324| 0.642| 0.291|
|all_night_M |0.880| 0.978| 0.607|

# RUN FOR EACH DV
for(i in allexp_df_list){
  print(i)
  print(get(i) %>% emmeans_test(RQ ~ experiment, covariate = weight,
                                p.adjust.method = "bonferroni"))
  print(get_emmeans(get(i) %>% emmeans_test(RQ ~ experiment, covariate = weight,
                                p.adjust.method = "bonferroni")))
}