Journal Title:Journal Of Nonparametric Statistics
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.
Journal of Nonparametric Statistics 为发表非参数统计及相关领域的研究和调查工作提供了一个媒介。范围包括但不限于以下主题:
非参数建模,
非参数函数估计,
排名和其他稳健且无分布的程序,
重采样方法,
失配测试,
多元分析,
使用高维数据进行推理,
降维和变量选择,
变量错误、缺失、删失和其他不完整数据结构的方法,
随机过程的推断,
抽样调查,
时间序列分析,
纵向和功能数据分析,
非参数贝叶斯方法和决策程序,
半参数模型和程序,
成像和断层扫描的统计方法,
统计逆问题,
金融统计和计量经济学,
生物信息学和比较基因组学,
统计算法和机器学习。
该期刊涵盖了非参数统计的理论和应用。欢迎将非参数方法应用于医学、工程、技术、科学和人文学科的研究,只要新颖性和质量水平最高。
鼓励作者提交补充技术论据、计算机代码、论文中分析的数据或任何其他信息,以便与已发表的论文一起在线发表。
大类学科 | 小类学科 | 分区 | Top期刊 | 综述期刊 |
数学 | STATISTICS & PROBABILITY 统计学与概率论 | 4区 | 是 | 是 |
大类学科 | 小类学科 | 分区 |
数学 | STATISTICS & PROBABILITY 统计学与概率论 | 4区 |
期刊名称 | 领域 | 中科院分区 | 影响因子 |
Sequential Analysis-design Methods And Applications | 数学 | 4区 | 0.800 |
Russian Journal Of Numerical Analysis And Mathematical Modelling | 数学 | 4区 | 0.600 |
Abhandlungen Aus Dem Mathematischen Seminar Der Universitat Hamburg | 数学 | 4区 | 0.400 |
Funkcialaj Ekvacioj-serio Internacia | 数学 | 4区 | 0.300 |
Electronic Transactions On Numerical Analysis | 数学 | 4区 | 1.300 |
Mathematical Methods Of Operations Research | 数学 | 4区 | 1.200 |