Two Correlations: Power Calculation Results - Quick Tab
Calculating Power
Select the Quick tab of the Two Correlations: Power Calculation Results dialog box to access options to interactively view the results of power calculations and generate plots of power as a function of quantities that affect power in practice.
- X-Axis Graphing Parameters
- The entries in the boxes under X-Axis Graphing Parameters establish the start value, end value, and number of steps on the X-axis for the graphs specified under Power Charts.
- Start N
- In the Start N box, enter the starting value of N used in the Power vs. N, Power vs. N1, and Power vs. N2 power charts.
- End N
- In the End N box, enter the final value of N used in the Power vs. N, Power vs. N1, and Power vs. N2 power charts.
- Start Rho1
- In the Start Rho1 box, enter the starting value of rho1 used in the Power vs. Rho1 power chart.
- End Rho1
- In the End Rho1 box, enter the final value of rho1 used in the Power vs. Rho1 power chart.
- Start Alpha
- In the Start Alpha box, enter the starting value of alpha used in the Power vs. Alpha power chart.
- End Alpha
- In the End Alpha box, enter the final value of alpha used in the Power vs. Alpha power chart.
- No. of Steps.
- In the No. of Steps box, enter the number of steps, or intervals, to plot on the X-axis in the power charts specified in the Power Charts group box.
- Computational Algorithm
- The Power Analysis module allows you to choose from two algorithms:
- Fisher Z Refined
- Select the Fisher Z Refined option button to employ an approximation based on the Fisher transformation, but using refined series approximation formulae for the mean and variance (Fouladi, 1991).
- Fisher Z Crude
- Select the Fisher Z Crude button to use the traditional (somewhat crude) approximation, based on the Fisher transformation, assuming that the mean of the Fisher transform of r is the Fisher transform of r, and that the variance of the Fisher transform of r is 1/(N - 3).
- Power Charts
- Click the buttons in the Power Charts box to produce charts of power as a function of variables known to affect it. Note that parameters given in the X-Axis Graphing Parameters box control the range of values plotted on the X-axis and the number of steps plotted.
- Power vs. N.
- Click the Power vs. N button to produce a plot of power versus sample size N assuming equal sample sizes in each of the two independent samples on which the Z-statistic is based.
- Power vs. N1.
- Click the Power vs. N1 button to produce a plot of power versus group 1 sample size assuming the sample size in the second group is held constant at the current fixed parameter value.
- Power vs. N2.
- Click the Power vs. N2 button to produce a plot of power versus group 2 sample size assuming the sample size in the first group is held constant at the current fixed parameter value.
- Power vs. Rho1.
- Click the Power vs. Rho1 button to produce a plot of power versus population correlation in the first group.
- Power vs. Alpha.
- Click the Power vs. Alpha button to produce a plot of power vs. type I error rate (a).
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