J NONPARAMETR STAT
ISSN：1048-5252 E-ISSN：1029-0311 出版商：Taylor & Francis 国家：ENGLAND 周期：Quarterly
| 收录情况 | h-index：32 CiteScore：1.40 |
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. Both the theory and applications of nonparametric statistics are covered in the journal. Research applying nonparametric methods to medicine| engineering| technology| science and humanities is welcomed| provided the novelty and quality level are of the highest order. Authors are encouraged to submit supplementary technical arguments| computer code| data analysed in the paper or any additional information for online publication along with the published paper.
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