Journal of Nonparametric Statistics《非参数统计学杂志》（季刊）. Journal of Nonparametric Statistics provides a medium for the publication of research and survey work in nonparametric statistics and related areas. The scope includes, but is not limited to the following topics: Nonparametric modeling; Nonparametric function estimation; Rank and other robust and distribution-free procedures; Resampling methods; Lack-of-fit testing; Multivariate analysis; Inference with high-dimensional data; Dimension reduction and variable selection; Methods for errors in variables, missing, censored, and other incomplete data structures; Inference of stochastic processes; Sample surveys; Time series analysis; Longitudinal and functional data analysis; Nonparametric Bayes methods and decision procedures; Semiparametric models and procedures; Statistical methods for imaging and tomography; Statistical inverse problems; Financial statistics and econometrics; Bioinformatics and comparative genomics; Statistical algorithms and machine learning.

IEEE Transactions on Computational Biology and Bioinformatics《IEEE-ACM计算生物学与生物信息协会报》（双月刊）. IEEE Transactions on Computational Biology and Bioinformatics emphasizes the algorithmic, mathematical, statistical, and computational methods that are central in bioinformatics and computational biology; the development and testing of effective computer programs in bioinformatics; the development of biological databases; and important biological results that are obtained from the use of these methods, programs and databases; the emerging field of Systems Biology, where many forms of data are used to create a computer-based model of a complex biological system.