TECHNIQUES TO PERFORM INTERPOLATION FOR STATISTICAL TESTS

摘要

Techniques to perform interpolation for statistical tests are described. An apparatus may comprise processor circuitry and a simulated data component for execution by the processor circuitry to generate simulated data for a statistical test, statistics of the statistical test based on parameter vectors to follow a probability distribution. The apparatus may further comprise a statistic simulator component for execution by the processor circuitry to simulate statistics for the parameter vectors from the simulated data, each parameter vector represented with a single point in a grid of points. The apparatus may further comprise a code generator component for execution by the processor circuitry to remove selective points from the grid of points to form a subset of points, and generate interpolation code to interpolate a statistic of the statistical test on any point. Other embodiments are described and claimed.

主权项

1. An article of manufacture comprising a non-transitory computer-readable storage medium containing instructions that, when executed, cause a system to:
generate simulated data for a statistical test, statistics of the statistical test based on parameter vectors to follow a probability distribution; simulate statistics for the parameter vectors from the simulated data, each parameter vector represented with a single point in a grid of points; remove selective points from the grid of points to form a subset of points; and generate interpolation code to interpolate a statistic of the statistical test on any point.