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.
Peer Review Policy
All submitted manuscripts are subject to initial appraisal by the Editor. If found suitable for further consideration, papers are subject to peer review by independent, anonymous expert referees. All peer review is single anonymized and submissions can be made online at http://mc.manuscriptcentral.com/gnst.
Publishing Ethics
The Journal adheres to the highest standards of publishing ethics, with rigorous processes in place to ensure this is achieved. Taylor & Francis is a member of Committee of Publications Ethics (COPE) and utilises CrossCheck for all Journals. More information on our ethical standards and policies can be found here: http://authorservices.taylorandfrancis.com/ethics-for-authors/
The Journal has an appeals and complaints policy which can be viewed here: https://authorservices.taylorandfrancis.com/peer-review-appeals-and-complaints-from-authors/.
Authors can choose to publish gold open access in this journal.
Read the Instructions for Authors for information on how to submit your article.
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