期刊簡介預(yù)計(jì)審稿時(shí)間： 較慢,6-12周

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.

《非參數(shù)統(tǒng)計(jì)雜志》為非參數(shù)統(tǒng)計(jì)和相關(guān)領(lǐng)域的研究和調(diào)查工作提供了一種發(fā)表媒介。范圍包括但不限于以下主題：

非參數(shù)建模，

非參數(shù)函數(shù)估計(jì)，

秩和其他穩(wěn)健和無分布程序，

重采樣方法，

失擬合檢驗(yàn)，

多元分析，

高維數(shù)據(jù)推斷，

降維和變量選擇，

變量錯(cuò)誤、缺失、刪失和其他不完整數(shù)據(jù)結(jié)構(gòu)的方法，

隨機(jī)過程推斷，

抽樣調(diào)查，

時(shí)間序列分析，

縱向和功能數(shù)據(jù)分析，

非參數(shù)貝葉斯方法和決策程序，

半?yún)?shù)模型和程序，

成像和斷層掃描的統(tǒng)計(jì)方法，

統(tǒng)計(jì)逆問題，

金融統(tǒng)計(jì)和計(jì)量經(jīng)濟(jì)學(xué)，

生物信息學(xué)和比較基因組學(xué)，

統(tǒng)計(jì)算法和機(jī)器學(xué)習(xí)。

本期刊涵蓋非參數(shù)統(tǒng)計(jì)的理論和應(yīng)用。歡迎將非參數(shù)方法應(yīng)用于醫(yī)學(xué)、工程、技術(shù)、科學(xué)和人文學(xué)科的研究，前提是新穎性和質(zhì)量水平達(dá)到最高水平。

鼓勵(lì)作者提交補(bǔ)充技術(shù)論據(jù)、計(jì)算機(jī)代碼、論文中分析的數(shù)據(jù)或任何其他信息，以便與已發(fā)表的論文一起在線發(fā)表。

《Journal Of Nonparametric Statistics》(非參數(shù)統(tǒng)計(jì)雜志)編輯部通訊方式為TAYLOR & FRANCIS LTD, 4 PARK SQUARE, MILTON PARK, ABINGDON, ENGLAND, OXON, OX14 4RN。如果您需要協(xié)助投稿或潤稿服務(wù)，您可以咨詢我們的客服老師。我們專注于期刊咨詢服務(wù)十年，熟悉發(fā)表政策，可為您提供一對一投稿指導(dǎo)，避免您在投稿時(shí)頻繁碰壁，節(jié)省您的寶貴時(shí)間，有效提升發(fā)表機(jī)率，確保SCI檢索（檢索不了全額退款）。我們視信譽(yù)為生命，多方面確保文章安全保密，在任何情況下都不會(huì)泄露您的個(gè)人信息或稿件內(nèi)容。