Original Values
- The original values from the combine data set are marked on each plot by the horizontal line and the point labled “Value”
Simulation Plots
- I simulated 6 different levels of mode (range = 1.0,1.2,1.4,1.6,1.8 and 2.0) while holding the SD constant 0.55
- The plots all have had there y axis held constant for similar type plots (e.g. percentages range from 0 to 1)
- The black horizontal line on each point represents the value of the original COMBINE data set (N = 888; after removing 495 subjects due to missigness)
Drink Bias Plots
- These are profiles of the drink bias distributions we used for each level of the simulation. These are based on a gamma distribution which is parameterized by two different parameters (shape and rate). However, one can convert a mode and SD of a distribution into a shape and rate parameters.
- \(rate = ( mode + sqrt( mode^2 + 4*sd^2 ) ) / ( 2 * sd^2 )\)
- \(shape = 1 + mode * rate\)
Selecting parameters for simulation
Mode SD Mean Plot.Number
1 0.6 0.55 0.91 1
2 0.8 0.55 1.09 2
3 1.0 0.55 1.26 3
4 1.2 0.55 1.44 4
5 1.4 0.55 1.56 5
6 1.6 0.55 1.78 6
7 1.8 0.55 1.95 7
8 2.0 0.55 2.17 8