樊庆菊

更新时间:2023-09-21

一、个人基本情况

    姓名: 樊庆菊                                       

别:女

位:博士                                             

称: 副教授

所在系: 统计学系

电子邮件:fanqj@whut.edu.cn

联系电话:13995685880

二、教育背景与工作经历

2014~2015,波士顿大学物理系,访问学者

2005~2011,华中科技大学控制科学与工程系,博士

2004 ~至今,武汉理工大学理学院统计学系

三、研究方向

数据分析,因果推断

四、教学研究

主讲本科生专业课程数学分析,运筹学;公共课高等数学,线性代数,概率论与数理统计;研究生公共课程矩阵分析。主持1项校级教研项目,参与在线开放课程建设项目1项,“统计学专业本科教学团队”成员,武汉理工大学第五届青年教师教学竞赛二等奖。

五、科学研究

科研项目

1.     国家自然科学基金青年项目,基于多重分形理论的非平稳时间序列的畸变机理研究及应用(61603283),2017.01-2019.12,主持

2.     国家自然科学基金项目,非平稳信号的重分形分析及其在高光谱数据处理中的应用研究(61973111), 2020.01-2023.12, 参与(排名第二)

3.     国家自然科学基金项目,无线通信系统中基于多臂机理论的资源优化分配机制研究(61672395 ), 2017.01-2020.12, 参与

代表性论文:

[1] Xiaofeng Dong, Qingju Fan*, Dan Li. Detrending moving-average cross-correlation based principal component analysis of air pollutant time series, Chaos, Solitons and Fractals, 2023, 172: 113558.

[2]Fang Wang,Guosheng Han, Qingju Fan*. Statistical test for detrending-moving-average-based multivariate regression model , Applied Mathematical Modelling, 2023, 124: 661–677.

[3] Mengjiao Han, Qingju Fan*, Guang Ling. Multiscale online-horizontal-visibility-graph correlation analysis of financial market. Physica A, 2022, 607: 128195.

[4] Fang Ma, Qingju Fan*, Guang Ling. Complexity-Entropy Causality Plane Analysis of Air Pollution Series, Fluctuation and Noise Letters, 2022, 21(1): 2250011.

[5] Qingju Fan*, Dan Li, Guang Ling, Fang Wang, Shuanggui Liu. Effect of filters on multivariate multifractal detrended fluctuation analysis, Fractals, 2021,29(3): 2150047.

[6] Fang Wang, Qingju Fan*. Coupling correlation detrended analysis for multiple nonstationary

series, Communications in Nonlinear Science and Numerical Simulation, 2021,94: 105579.

[7] Qingju Fan, Fang Wang. Detrending-moving-average-based bivariate regression estimator, Physical Review E, 2020,102: 012218.

[8] Qingju Fan, Shuanggui Liu, Kehao Wang. Multiscale multifractal detrended fluctuation analysis of multivariate time series, Physica A, 2019, 532(15): 121864.          

[9] Qingju Fan, Shuanggui Liu and Kehao Wang. Detecting the auto-correlation between daily temperature and relative humidity time series, Fractals, 2019, 27(2): 1950003.                               

[10] Fang Wang, Qingju Fan*, Kehao Wang. Asymmetric multiscale multifractal detrended cross-correlation analysis for the 1999-2000 California electricity market, Nonlinear Dynamics, 2018,91(3):1527-1540.                                                                                

[11] Fang Wang, Qingju Fan*, H. E. Stanley. Multiscale multifractal detrended-fluctuation analysis of two-dimensional surfaces. Physical Review E, 2016 ,93, 042213.                   

[12] Qingju Fan. Asymmetric multiscale detrended fluctuation analysis of California electricity spot price. Physica A, 2016,442: 252-260.                                                                              

[13]Qingju Fan, Yonghong Wu. Quantifying two-dimensional nonstationary signal with power-law correlations by detrended fluctuation analysis. Eur. Phys. J. B, 2015,88: 199.            

[14] Qingju Fan, Dan Li. Permutation Min-Entropy and Statistical Complexity Analysis of Electricity Spot Price. Fluctuation and Noise Letters 2015 ,14(4): 1550040.                                                                                                                       

[15] Qingju Fan, Dan Li. Multifractal cross-correlation analysis in electricity spot market, Physica A, 2015, 429:17-27.                                                                                                                                                                               

[16] Qingju Fan. Horseshoe chaos in a hybrid planar dynamical system, International Journal of Bifurcations and Chaos, 2012, 22(8):1250202.                                     

[17] Qingju Fan. Topological horseshoe in nonlinear bloch system, Chinese Physics B, 2010,19 (12): 120508.                                                                                                                             

[18] Qingju Fan. Horseshoe in a modified Van der Pol-Duffing circuit. Applied Mathematics and Computation, 2009 ,210:436-440.