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 blind 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/. 

Editor-in-Chief:  
Ricardo Cao - Department of Mathematics, Universidade da Coruña, Spain  

Editorial Board: 
Jelena Bradic - University of California at San Diego, USA 
Melanie Birke - Bayreuth University, Germany
José E. Chacón - Departamento de Matemáticas, Universidad de Extremadura, Spain
Sanjay Chaudhuri - Department of Statistics and Applied Probability, National University of Singapore, Singapore
Jia Chen - University of York, UK 
Rosa Crujeiras - Universidad de Santiago de Compostela, Spain
Dorota M. Dabrowska - Department of Biostatistics, University of California at Los Angeles, USA
Abdelaati Daouia - Toulouse School of Economics, France
Fang Fang - School of Finance and Statistics, East China Normal University, P. R. China 
Laurent Gardes - IRMA, Université de Strasbourg, France
Camelia Goga - Université de Bourgogne Franche-Comté, France
Graciela González Farías - CIMAT - Research Center in Mathematics, Probability and Statistics, Mexico 
Benjamin A. Haaland -  Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, USA 
Scott H. Holan - Department of Statistics, University of Missouri/ U.S. Census Bureau, USA
Chunfeng Huang -  Department of Statistics, Indiana University Bloomington, USA 
Maarten Jansen - Department of Mathematics and Computer Science, Université Libre de Bruxelles, Belgium 
Sungkyu Jung - Department of Statistics, University of Pittsburgh, USA 
Quefeng Li - Department of Biostatistics, University of North Carolina, USA  
Sara López-Pintado - Department of Health Sciences Northeastern University, USA
Joseph W. McKean - Department of Statistics, Western Michigan University, USA
Reza Modarres - Department of Statistics, George Washington University, USA
Naveen Narisetty - University of Illinois at Urbana-Champaign, USA 
Natalie Neumeyer - Universität Hamburg, Germany 
Alicia Nieto-Reyes - Universidad de Cantabria, Spain 
Marianna Pensky - Department of Mathematics, University of Central Florida, USA 
Annie Qu - University of Illinois at Urbana-Champaign, USA
S. Rao Jammalamadaka - Department of Statistics and Applied Probability, University of California at Santa Barbara, USA
Javier Rojo - Department of Statistics, Oregon State University, USA 
Jun Shao - Department of Statistics, University of Wisconsin-Madison, USA
Jianguo Sun - Department of Statistics, University of Missouri, USA
Anneleen Verhasselt - Universiteit Hasselt, Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Belgium
Philippe Vieu - Laboratoire de Statistique et Probabilités, France
Haiyan Wang - Department of Statistics, Kansas State University, USA
Haonan Wang - Department of Statistics, Colorado State University, USA
Jane-Ling Wang - Department of Statistics, University of California at Davis, USA
Lei Wang - School of Statistics and Data Science, Nankai University, P. R. China
Li (Lily) Wang - Iowa State University, USA
Suojin Wang -  Department of Statistics, Texas A&M University, USA
Yuedong Wang - Department of Statistics and Applied Probability, University of California at Santa Barbara, USA 
Wolfgang Wefelmeyer - Mathematical Institute, University of Cologne, Germany 
Wei Biao Wu - Department of Statistics, University of Chicago, USA 
Xiangrong Yin - Department of Statistics, University of Georgia, USA
Menggang Yu - Biostatistics and Medical Informatics, University of Wisconsin-Madison, USA
Jiwei Zhao - Department of Biostatistics, State Univ of New York at Buffalo, USA
 
Founding Editor: 
Ibrahim Ahmad - Department of Statistics, Oklahoma State University, USA 

Former Editors-in-Chief:
Ibrahim Ahmad - Department of Statistics, Oklahoma State University, USA
Irène Gijbels - Department of Mathematics and Leuven Statistics Research Center, Katholieke Universiteit Leuven, Belgium
Jun Shao - Department of Statistics, University of Wisconsin-Madison, USA
Suojin Wang - Department of Statistics, Texas A&M University, USA
 
Journal of Nonparametric Statistics Editorial Office - jnps@tandf.co.uk