CPC G06T 11/206 (2013.01) [G06F 3/04847 (2013.01); G06T 2200/24 (2013.01)] | 30 Claims |
20. A computer-implemented method comprising:
generating an interactive adjustable power analysis graphically indicating a relationship between one or more adjustable settings and each of a plurality of power profiles, wherein generating the interactive adjustable power analysis comprises:
obtaining, for a design of an experiment, settings comprising:
a first sample size indicating an amount of members for a first group observed as part of the experiment;
a design quality metric that assesses, based on the first sample size, a quality of the design for the experiment prior to conducting the experiment; and
a parameter pertaining to the first group;
generating a graphical user interface by:
generating a first interactive graph visually representing the design quality metric as a function of the first sample size, wherein a first setting comprises a value on an x-axis of the first interactive graph; and
generating a second interactive graph visually representing the design quality metric as a function of the parameter pertaining to the first group, wherein a second setting comprises a value on an x-axis of the second interactive graph and is different from the first setting; and
displaying the first and second interactive graphs to a user in a graphical user interface;
updating the interactive adjustable power analysis, wherein updating the interactive adjustable power analysis comprises:
receiving, via the graphical user interface, a target value for the design quality metric, wherein the target value indicates a desired quality of the design of the experiment and wherein the design quality metric is related to an input parameter by a response curve;
validating the target value for the design quality metric as being in a feasibility range for the design quality metric;
determining a candidate value for the input parameter that yields a calculated value for the design quality metric by iteratively adjusting the candidate value for the input parameter until the calculated value for the design quality metric is within a predetermined tolerance of the target value for the design quality metric;
updating, in the graphical user interface, an interactive graph visually representing the calculated value for the design quality metric as a function of the candidate value for the input parameter; and
outputting the graphical user interface to a display.
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