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• 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.

INCREASED 2007 Impact Factor: 0.406
2007 Cited Half-Life: 5.5 years
© 2008 Thomson Reuters, Journal Citation Reports®

All published research articles in this journal have undergone rigorous peer review, based on initial editor screening and anonymous refereeing by independent expert referees.


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