Last Ran: January 29, 2020

Subjects removed from database:

The following criteria are flagged in output: - Subjects with FD Mean < 2 - Subjects with CNR total > X - Subjects with SNR total < 5

Resting State Imaging Quality Mean Comparisons

p-Values provided

## Warning: Removed 1 rows containing non-finite values (stat_ydensity).
## Warning: Removed 1 rows containing non-finite values (stat_boxplot).
## Warning: Removed 1 rows containing non-finite values (stat_signif).
## Warning: Removed 1 rows containing non-finite values (stat_compare_means).

## Warning: Removed 1 rows containing non-finite values (stat_smooth).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing non-finite values (stat_smooth).
## Warning: Removed 1 rows containing missing values (geom_point).

## NBack Imaging Quality Mean Comparisons

## RISE Encoding Imaging Quality Mean Comparisons

## RISE Recognition Imaging Quality Mean Comparisons

# Spread/Desity Plots

# Density plot with mean lines and marginal rug
# :::::::::::::::::::::::::::::::::::::::::::::::::::
# Change outline and fill colors by groups ("sex")
# Use custom palette

gghistogram(Rest.DF, x = "Rest_fd_mean",
   add = "mean", rug = TRUE, na.rm=TRUE,
   color = "Scanner", fill = "Scanner")

ggdensity(Rest.DF, x = "Rest_fd_mean",
   add = "mean", rug = TRUE, na.rm=TRUE,
   color = "Scanner", fill = "Scanner")

#Outliers: IQMs Outside 4th Quartile via Turkey Test

#RISE Encoding Outliers Outside 4th Quartile via Turkey Test