A New Approach to Astronomical Data Analysis Based on Multiple Variables

Data analysis for a sample of celestial bodies generally is preceded by the completeness test in order to verify whether objects are proper representatives corresponding part universe. A data set following multivariate, continuous, uniform distribution said be “complete space.” This paper introduces new approach check this any astronomical under multivariate setup. Our proposed procedure, using multiple tests hypotheses based on nonparametric statistics, and consequently, combining their p values, outperforms others from literature.