Abstract : Since the grant involves two distinct projects, this report is divided into two sections, number I dealing with the work of the principal investigator, and number II dealing with the co-investigator's research. Contents: I) Screening and Estimation Procedures for the Unknown Number of Defective Items in a Life Test, and Estimation of the Size of a Finite Population; and Multivariate Nonparametric Methods for Several Samples.