Concurrent Post
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Affiliated organization Global Education Center
Details of a Researcher
Updated on 2023/02/06
I came to Japan from Qingdao, China. As an international student, I spent my first 10 years in Japan learning Japanese at a Japanese language school, and studying statistics at Shiga and Osaka Universities. I conducted research in functional data analysis while at the Graduate School of Engineering Science, Osaka University, and in my doctoral course, I proposed functional subspace methods in functional discriminant analysis and investigated estimating derivatives of functional data. After graduating from Osaka University, I started working as a project researcher at the Institute Statistical Mathematics (ISM), Tokyo. At ISM, I was researching influence analysis in quantitative trait loci detection, Baker's distribution, and analysis of mouse ultrasonic vocalization data. Now, at Waseda University, I am teaching Mathematics and Statistics and doing research on copulas and functional data analysis. In addition to statistical research, I am also interested in travelling, cooking, and gardening.
Affiliated organization Global Education Center
Applied mathematics and statistics
Statistical science
Xiaoling Dou, Hsien-Kuei Hwang, Chong-Yi Li
The Electronic Journal of Combinatorics 29 ( 2 ) 2022.04 [Refereed]
Causality for CHARN models
Xiaoling Dou
Scientiae Mathematicae Japanicae 2021.07 [Refereed]
Gwo Dong Lin, Xiaoling Dou
Statistics 55 ( 2 ) 367 - 385 2021.03 [Refereed]
Dependence Properties of B-Spline Copulas
Xiaoling Dou, Satoshi Kuriki, Gwo Dong Lin, Donald Richards
Sankhya A 2019.11 [Refereed]
Authorship:Lead author
Functional clustering of mouse ultrasonic vocalization data
Xiaoling Dou, Shingo Shirahata, Hiroki Sugimoto
PLoS ONE 13 ( 5 ) e0196834 2018.05 [Refereed]
The bivariate lack-of-memory distributions
Gwo Dong Lin, Xiaoling Dou, Satoshi Kuriki
Sankhya A: The Indian Journal of Statistics 2017.11 [Refereed]
An investigation of a generalized least squares estimator for non-linear time series model
DOU, Xiaoling
Scientiae Mathematicae Japonicae 2017.04 [Refereed]
Testing for Granger causality by use of Box-Cox transformations
小池隆之介, Dou Xiaoling, 谷口正信, Xue Yujie
ASTE Special Issue on the “Financial & Pension Mathematical Science” 13 17 - 23 2016.03 [Refereed]
Noise reduction and classification of mouse ultrasonic vocalization data
Xiaoling Dou, Shingo Shirahata, Hiroki Sugimoto, Tsuyoshi Koide
ASTE Special Issue on the “Financial & Pension Mathematical Science” 12 71 - 79 2015.03 [Refereed]
Recent developments on the construction of bivariate distributions with fixed marginals
Gwo Dong Lin, Xiaoling Dou, Satoshi Kuriki, Jin-Sheng Huang
Journal of Statistical Distributions and Applications 1 ( 14 ) 2014.01 [Refereed]
Statistical Inference for Baker's Distribution
Dou Xiaoling, Kuriki Satoshi, Lin Gwo Dong
Proceedings of the symposium of Japanese Society of Computational Statistics 24 121 - 124 2010
Xiaoling Dou, Shingo Shirahata
Journal of the Japanese Society of Computational Statistics 22 ( 1 ) 57 - 77 2009.12 [Refereed]
Xiaoling Dou, 栗木 哲, 前野 哲輝, 高田 豊行, 城石 俊彦
日本計算機統計学会シンポジウム論文集 23 151 - 154 2009
Functional discriminant analysis--Linear method and functional subspace methods
Xiaoling Dou, Shingo Shirahata, Wataru Sakamoto
日本計算機統計学会 19 ( 1 ) 13 - 30 2007.07 [Refereed]
Box-Cox変換を用いたGranger因果性検定 (Special Issue on the "Financial & Pension Mathematical Science")
小池 隆之介, Dou Xiaoling, 谷口 正信, Xue Yujie
理工研報告特集号 : ASTE : advances in science, technology and environmentology : special issue 13 3 - 17 2016.03
e-Teaching Award 2019 (Good Practice)
2019.05 Waseda University Advanced Probability and Statistics, Ordinary Differential Equations, Exercise for Fundamental Mathematics
Winner: Xiaoling Dou
B-splineコピュラの相関構造とその推定
日本学術振興会 科学研究費助成事業 基盤研究(C)
Project Year :
DOU XIAOLING
Estimate on Regression Functions and ProbabilityDensity Functions
EMアルゴリズムによるBernstein コピュラの推定
科学研究費助成事業(大学共同利用機関法人情報・システム研究機構(新領域融合研究センター及びライフサイ) 科学研究費助成事業(若手研究(B))
EM algorithms for estimating B-spline copulas
Xiaoling Dou
Computational and Financial Econometrics (CFE 2019) & 12th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019)
Presentation date: 2019.12
EM algorithms for estimating B-spline copula
Xiaoling Dou
New Developments in Statistics and its Applications
Presentation date: 2019.12
Baker’s distribution, Bernstein copula and B-spline copulas
Xiaoling Dou [Invited]
MSJ Autumn Meeting 2019
Presentation date: 2019.09
Dependence Properties of B-Spline Copulas
Xiaoling Dou [Invited]
28th South Taiwan Statistics Conference
Presentation date: 2019.06
Testing for Granger Causality by Use of Box-Cox Transformations
Xiaoling Dou, Ryunosuke Koike, Masanobu Taniguchi [Invited]
Workshop on causal inference in complex marine ecosystems
Presentation date: 2019.06
Dependence Structures of the B-spline Copulas including the Bernstein ones
Xiaoling Dou [Invited]
Statistical Methods and Models for Complex Data (Benevento, Italy)
Presentation date: 2019.06
Dependence structures of the B-spline copulas
Xiaoling Dou [Invited]
Mini Workshop on TDA, Time Series & Statistics
Presentation date: 2019.05
The Stirling and Eulerian numbers in the Edo Period
Xiaoling Dou
Kinosaki Seminar on Data Science & Causality
Presentation date: 2019.03
The Stirling and Eulerian numbers in the Edo Period
Xiaoling Dou [Invited]
Presentation date: 2018.11
A nonparametric functional clustering of mouse ultrasonic vocalization data
Xiaoling Dou [Invited]
EcoSta2018
Presentation date: 2018.06
The Stirling and Eulerian numbers: some historical notes
Xiaoling Dou [Invited]
International Workshop at Waseda University 2018 (IWAWU2018) -- Topics in statistical inference and stochastics--
Presentation date: 2018.03
A nonparametric functional clustering of mouse ultrasonic vocalization data
Xiaoling Dou
Kochi International Seminar
Presentation date: 2018.03
An investigation of a generalized least squares estimator for non-linear time series models
Xiaoling Dou [Invited]
Computational and Methodological Statistics (CMStatistics 2017),
Presentation date: 2017.12
A nonparametric functional clustering of mouse ultrasonic vocalization data
Xiaoling Dou
ISI-ISM-ISSAS joint conference Tokyo 2017
Presentation date: 2017.12
A nonparametric functional clustering of mouse ultrasonic vocalization data
Xiaoling Dou
2017 Japanese Joint Statistical Meeting
Presentation date: 2017.09
An investigation of Ochi’s estimator
Xiaoling Dou [Invited]
1st International Conference on Econometrics and Statistics (EcoSta 2017)
Presentation date: 2017.06
A functional nonparametric unsupervised classification of mouse ultrasonic vocalization data
Xiaoling Dou
Ise-Shima International Seminar
Presentation date: 2017.03
A generalized least squares estimator for non-linear time series model
Xiaoling Dou [Invited]
Keio International Symposium
Presentation date: 2017.03
B-spline copula and its estimation
Xiaoling Dou [Invited]
The 10th ICSA International Conference on Global Growth of Modern Statistics in the 21st Century, Shanghai Jiao Tong University
Presentation date: 2016.12
An investigation of the Ochi estimator in the first order of ARCH model
Xiaoling Dou [Invited]
Waseda International Symposium
Presentation date: 2016.10
Baker distribution, Bernstein copula and B-spline copula
Xiaoling Dou [Invited]
9th Seminar of Data Science, Shiga University
Presentation date: 2016.08
Functional clustering of mouse ultrasonic vocalization data
Xiaoling Dou [Invited]
Statistics Seminar in University College London
Presentation date: 2016.08
Functional clustering of mouse ultrasonic vocalization data
Xiaoling Dou [Invited]
The 4th Institute of Mathematical Statistics, Asia Pacific Rim Meeting,
Presentation date: 2016.06
Testing for Granger causality by use of Box-Cox transformations
Xiaoling Dou, Ryunosuke Koike, Masanobu Taniguchi
Ibusuki International Seminar--High Dimensional Statistical Analysis for Time Spatial Processes & Quantile Analysis for Time Series--
Presentation date: 2016.03
EM algorithm for estimation of B-spline copula
Xiaoling Dou [Invited]
Kumamoto International Symposium --High Dimensional Statistical Analysis & Quantile Analysis for Time Series--
Presentation date: 2016.03
Noise cancelation and classification of mouse ultrasonic vocalization data
Xiaoling Dou [Invited]
8th International Conference of the ERCIM WG on computational and Methodological Statistics (CMStatistics 2015)
Presentation date: 2015.12
Functional clustering of mouse ultrasonic vocalization data
Xiaoling Dou, Shingo Shirahata
60th World Statistics Congress- ISI2015
Presentation date: 2015.07
Dependence structure and estimation of B-spline copulas
Xiaoling Dou, Satoshi Kuriki, Gwo Dong Lin, Donald Richards
ISI-ISM-ISSAS Joint conference 2015
Presentation date: 2015.04
Dependence structure and estimation of B-spline copulas
Xiaoling Dou [Invited]
International Workshop in Waseda University -- Recent Developments in Statistical Distribution Theory and its Applications--
Presentation date: 2015.03
Functional Clustering of Mouse Ultrasonic Vocalization Data
Xiaoling Dou [Invited]
Workshop on Statistical Methods for Large Complex Data (National Sun Yat-sen University)
Presentation date: 2015.03
Estimation of B-spline copulas
Xiaoling Dou
Miura Statistical Seminar
Presentation date: 2015.03
Baker's distribution and the B-spline copula
Xiaoling Dou, Satoshi Kuriki, Gwo Dong Lin, Donald Richards
Waseda International Symposium --Asymptotic Sufficiency, Asymptotic Efficiency and Semimartingale--
Presentation date: 2015.03
Dependence structure of B-spline copulas
Xiaoling Dou, Satoshi Kuriki, Gwo Dong Lin, Donald Richards
Izu Seminar
Presentation date: 2015.01
A class of B-spline copulas: Dependence structure and estimation
Xiaoling Dou, Satoshi Kuriki, Gwo Dong Lin, Donald Richards [Invited]
7th International Conference of the ERCIM WG on Computational and Methodological Statistics (ERCIM 2014)
Presentation date: 2014.12
Functional Clustering of Mouse Ultrasonic Vocalization Data
Xiaoling Dou, Shingo Shirahata, Hiroki Sugimoto, Tsuyoshi Koide
ISI-ISM-ISSAS joint conference 2014
Presentation date: 2014.02
Expectation maximization algorithms for estimating Bernstein copula density
Xiaoling Dou, Satoshi Kuriki, Gwo Dong Lin, Donald Richards
59 ISI World Statistics Congress 2013
Presentation date: 2013.08
Dependence structure of bivariate order statistics and its applications
Xiaoling Dou, J. S. Huang, Satoshi Kuriki, G. D. Lin
ISI-ISM-ISSAS Joint Conference 2013
Presentation date: 2013.02
Functional clustering of mouse ultrasonic vocalization data
Xiaoling Dou, Shingo Shirahata, Hiroki Sugimoto, Tsuyoshi Koide
5th International Conference of the ERCIM Working Group on Computing & Statistics
Presentation date: 2012.12
Dependence structures and asymptotic properties of Baker’s distributions with fixed marginal
Xiaoling Dou, Satoshi Kuriki, Gwo Dong Lin [Invited]
Ims-APRM2012
Presentation date: 2012.07
Cluster analysis of mouse ultrasonic vocalization data
Xiaoling Dou, Shingo Shirahata, Hiroki Sugimoto, Tsuyosi Koide [Invited]
Workshop on Mouse Ultrasonic Communication
Presentation date: 2012.04
Influence analysis in QTL detection
Xiaoling Dou, Satoshi Kuriki, Akiteru Maeno, Toshihiko Shiroishi
The 57th Session of the International Statistical Institute
Presentation date: 2009.08
Estimating regression functions and their derivatives
Xiaoling Dou, Shingo Shirahata [Invited]
Joint Meeting of 4th Conference of the IASC and 6th Conference of the Asian Regional Section of the IASC on Computational Statistics & Data Analysis
Presentation date: 2008.12
Functional Subspace Methods – A nonlinear discriminant analysis method for functional data
Xiaoling Dou, Shingo Shirahata, Wataru Sakamoto
The 56th Session of the International Statistical Institute
Presentation date: 2007.08
Stirling and Eulerian numbers in the Edo Period and their asymptotic distributions
2019 Hwang, Hsien-Kuei
Introduction to Data Science 1 (For Intermediates in Statistics) 02
Global Education Center
2022 summer quarter
Introduction to Data Science 1 (For Intermediates in Statistics) 01
Global Education Center
2022 spring quarter
Introduction to Data Science 2 (For Intermediates in Statistics) 04
Global Education Center
2022 winter quarter
Introduction to Data Science 2 (For Intermediates in Statistics) 03
Global Education Center
2022 fall quarter
Introduction to Data Science 2 (For Intermediates in Statistics) 02
Global Education Center
2022 summer quarter
Introduction to Data Science 2 (For Intermediates in Statistics) 01
Global Education Center
2022 spring quarter
Introduction to Data Science 1 (For Intermediates in Statistics) 04
Global Education Center
2022 winter quarter
Introduction to Data Science 1 (For Intermediates in Statistics) 03
Global Education Center
2022 fall quarter
Foundations of Analysis (Measure, Integral and Probability)
Waseda University
Financial Econometrics
Waseda University
Advanced Probability and Statistics
Waseda University
Exercise for Fundamental Mathematics
Waseda University
Probability and Statistics
Waseda University
Ordinary Differential Equations
Waseda University
Introduction to Probability and Statistics
Waseda University
Citation count denotes the number of citations in papers published for a particular year.