大数据驱动的管理决策模型与算法

71532001
2015
G02.工商管理
陈松蹊
重点项目
教授
北京大学
266万元
医疗健康大数据挖掘;管理决策;多类型数据的整合分析算法;金融大数据的实时计算;大数据统计推断
2016-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Cell-Cycle-Targeting MicroRNAs as Therapeutic Tools against Refractory Cancers 期刊论文 Hydbring Per;Wang Yinan;Fassl Anne;Li Xiaoting;Matia Veronica;Otto Tobias;Choi Yoon Jong;Sweeney Katharine E;Suski Jan M;Yin Hao;Bogorad Roman L;Goel Shom;Yuzugullu Haluk;Kauffman Kevin J;Yang Junghoon;Jin Chong;Li Yingxiang;Floris Davide;Swanson Richard;Ng Kimmie;Sicinska Ewa;Anders Lars;Zhao Jean J;Polyak Kornelia;Anderson Daniel G;Li Cheng;Sicinski Piotr
2 Network quantile autoregression 期刊论文 Zhu Xuening;Wang Weining;Wang Hansheng;Haerdle Wolfgang Karl
3 Pricing double barrier options under a volatility regime-switching model with psychological barriers 期刊论文 Song Shiyu;Wang Yongjin
4 Estimating Spatial Autocorrelation With Sampled Network Data 期刊论文 Zhou Jing;Tu Yundong;Chen Yuxin;Wang Hansheng
5 Peter hall's contributions to the bootstrap 期刊论文 Chen; Song Xi
6 TWO-SAMPLE AND ANOVA TESTS FOR HIGH DIMENSIONAL MEANS 期刊论文 Chen Song Xi;Li Jun;Zhong Ping Shou
7 气象调整下的区域空气质量评估 期刊论文 张澍一;陈松蹊;郭斌;王恒放;林伟
8 QML estimation of spatial dynamic panel data models with endogenous time varying spatial weights matrices 期刊论文 Qu Xi;Lee Lung fei;Yu Jihai
9 A Factor-Adjusted Multiple Testing Procedure With Application to Mutual Fund Selection 期刊论文 Lan Wei;Du Lilun
10 Single-cell transcriptome profiling reveals neutrophil heterogeneity in homeostasis and infection 期刊论文 Xie X;Shi Q;Wu P;Zhang X;Kambara H;Su J;Yu H;Park SY;Guo R;Ren Q;Zhang S;Xu Y;Silberstein LE;Cheng T;Ma F;Li C;Luo HR
11 Improving PM2.5 forecasts in China using an initial error transport model 期刊论文 Wu H;Zheng X;Zhu J;Lin W;Zheng H;Chen X;Wang W;Wang Z;Chen S. X
12 Is Stock Price Correlated with the Oil Price? Spurious Regressions with Mildly Explosive Processes 期刊论文 Chen Y;Tu Y
13 Testing for a Unit Root with Non-stationary Volatility 期刊论文 Tu Yundong;Chan Nigel;Wang Qiying
14 Dynamic chromatin accessibility modeled by Markov process of randomly-moving molecules in the 3D genome 期刊论文 Wang Yinan;Fan Caoqi;Zheng Yuxuan;Li Cheng
15 Adaptive estimation of heteroskedastic functional-coefficient regressions with an application to fiscal policy evaluation on asset markets 期刊论文 Tu Yundong;Wang Ying
16 Sieve Extremum Estimation of a Semiparametric Transformation Model 期刊论文 Lin Yingqian;Tu Yundong
17 Pricing European options under a diffusion model with psychological barriers and leverage effect 期刊论文 Song Shiyu;Wang Guanying;Wang Yongjin
18 Density-based Joint Model Specification Testing for Time Series Models 期刊论文 Li S;Guo B;Tu Y
19 On smooth tests for the equality of distributions 期刊论文 Song X;Xiao Z
20 Error Correction Factor Models for High-imensional Cointegrated Time Series 期刊论文 Tu Y;Yao Q;Zhang R
21 Functional Kernel-weighted Least Square Estimation and Its Applications in Economics 期刊论文 Tu Y;Wang S
22 Simultaneous Diagnostic Testing for Nonlinear Time Series Models with An Application to the US Federal Fund Rate 期刊论文 Li Shuo;Guo Bin;Tu Yundong
23 Architectural proteins for the formation and maintenance of the 3D genome 期刊论文 Li M;Gan J;Sun Y;Xu Z;Yang J;Sun Y;Li C
24 On estimating the nonparametric multiplicative error models 期刊论文 Li Shuo;Tu Yundong
25 Skew CIR process, conditional characteristic function, moments and bond pricing 期刊论文 Tian Yingxu;Zhang Haoyan
26 Testing alpha in conditional time-varying factor models with high dimensional assets 期刊论文 Ma Shujie;Lan Wei;Su Liangjun;Tsai Chih-Ling
27 Efficient Estimation of Nonparametric Simultaneous Equation Models 期刊论文 Tu Yundong
28 More powerful tests for sparse high-dimensional covariances matrices 期刊论文 Peng Liuhua;Chen Song Xi;Zhou Wen
29 Spatial and temporal clonal evolution of intrahepatic cholangiocarcinoma 期刊论文 Dong Liang Qing;Shi Yang;Ma Li Jie;Yang Liu Xiao;Wang Xiao Ying;Zhang Shu;Wang Zhi Chao;Duan Meng;Zhang Zhao;Liu Long Zi;Zheng Bo Hao;Ding Zhen Bin;Ke Ai Wu;Gao Da Ming;Yuan Ke;Zhou Jian;Fan Jia;Xi Ruibin;Gao Qiang
30 Nonparametric tests for conditional symmetry 期刊论文 Miguel A Delgado;Xiaojun Song
31 On spurious regressions with partial unit root processes 期刊论文 Tu Yundong
32 DETECTING RARE AND FAINT SIGNALS VIA THRESHOLDING MAXIMUM LIKELIHOOD ESTIMATORS 期刊论文 Qiu Yumou;Chen Song Xi;Nettleton Dan
33 Specification tests for the propensity score 期刊论文 Sant'Anna Pedro H C;Song Xiaojun
34 Network imputation for spatial autoregression model with incomplete data 期刊论文 Sun Z;Wang H
35 Forecasting Using Supervised Factor Models 期刊论文 Tu Y;Tae-Hwy Lee
36 Banded spatio-temporal autoregressions 期刊论文 Gao Zhaoxing;Ma Yingying;Wang Hansheng;Yao Qiwei
37 Senescence-activated enhancer landscape orchestrates the senescence-associated secretory phenotype in murine fibroblasts 期刊论文 Guan Y;Zhang C;Lyu G;Huang X;Zhang X;Zhuang T;Jia L;Zhang L;Zhang C;Li C;Tao W
38 空间动态短面板的估计及中国城市经济增长收敛性的分析 期刊论文 宋晓军;李曦纳;虞吉海
39 3D genome and its disorganization in diseases 期刊论文 Li Ruifeng;Liu Yuting;Hou Yingping;Gan Jingbo;Wu Pengze;Li Cheng
40 Factor-adjusted multiple testing of correlations 期刊论文 Du Lilun;Lan Wei;Luo Ronghua;Zhong Pingshou
41 SOFAR: Large-Scale Association Network Learning 期刊论文 Uematsu Yoshimasa;Fan Yingying;Chen Kun;Lv Jinchi;Lin Wei
42 Exit Times, Undershoots and Overshoots for Reflected CIR Process with Two-Sided Jumps 期刊论文 Jiang P;Li B;Wang Y
43 Two-mode network autoregressive model for large-scale networks 期刊论文 Huang Danyang;Wang Feifei;Zhu Xuening;Wang Hansheng
44 Measuring Granger Causality in Quantiles 期刊论文 Song X;Taamouti A
45 Assessing air-quality in Beijing-Tianjin-Hebei region: The method and mixed tales of PM2.5 and O3 期刊论文 Lei Chen;Bin Guo;Jiasheng Huang;Jing He;Hengfang Wang;Shuyi Zhang;Song Xi Chen
46 PM2.5 data reliability, consistency, and air quality assessment in five Chinese cities 期刊论文 Liang Xuan;Li Shuo;Zhang Shuyi;Huang Hui;Chen Song Xi
47 Two-sample tests of high-dimensional means for compositional data 期刊论文 Cao Y;Lin W;Li H
48 Pricing European vanilla options under a jump-to-default threshold diffusion model 期刊论文 Jiang Yiming;Song Shiyu;Wang Yongjin
49 A nonparametric specification test for the volatility functions of diffusion processes 期刊论文 Chen Qiang;Hu Meidi;Song Xiaojun
50 SEQUENTIAL MODEL AVERAGING FOR HIGH DIMENSIONAL LINEAR REGRESSION MODELS 期刊论文 Lan Wei;Ma Yingying;Zhao Junlong;Wang Hansheng;Tsai Chih Ling
51 Estimation for Double-Nonlinear Cointegration 期刊论文 Lin Yingqian;Tu Yundong;Qiwei Yao
52 Network GARCH model 期刊论文 Zhou J;Li D;Pan R;Wang H
53 CNV-BAC: Copy number Variation Detection in Bacterial Circular Genome 期刊论文 Wu Linjie;Wang Han;Xia Yuchao;Xi Ruibin
54 Testing super-diagonal structure in high dimensional covariance matrices 期刊论文 He Jing;Chen Song Xi
55 3D genome of multiple myeloma reveals spatial genome disorganization associated with copy number variations 期刊论文 Wu Pengze;Li Tingting;Li Ruifeng;Jia Lumeng;Zhu Ping;Liu Yifang;Chen Qing;Tang Daiwei;Yu Yuezhou;Li Cheng
56 Forecasting cointegrated nonstationary time series with time-varying variance 期刊论文 Tu Yundong;Yi Yanping
57 Copy number analysis of whole-genome data using BIC-seq2 and its application to detection of cancer susceptibility variants 期刊论文 Xi Ruibin;Lee Semin;Xia Yuchao;Kim Tae-Min;Park Peter J.
58 scRMD: Imputation for single cell RNA-seq data via robust matrix decomposition 期刊论文 Chen Chong;Wu Changjing;Wu Linjie;Wang Xiaochen;Deng Minghua;Xi Ruibin
59 Functional Coefficient Cointegration Models Subject to Time-Varying Volatility with an Application to the Purchasing Power Parity 期刊论文 Tu Yundong;Wang Ying
60 Cautionary tales on air-quality improvement in Beijing 期刊论文 Zhang Shuyi;Guo Bin;Dong Anlan;He Jing;Xu Ziping;Chen Song Xi
61 Balanced Predictive Regressions 期刊论文 Ren Yu;Tu Yundong;Yi Yanping
62 函数型核加权估计法及其在经济学中的应用 期刊论文 涂云东;汪思韦
63 斜扩散过程的构造、性质及其应用 期刊论文 王永进;徐光利;宋世禹
64 Nuclear peripheral chromatin-lamin B1 interaction is required for global integrity of chromatin architecture and dynamics in human cells 期刊论文 Chang L;Li M;Shao S;Li C;Ai S;Xue B;Hou Y;Zhang Y;Li R;Fan X;He A;Li C;Sun Y
65 SOME EXPLICIT RESULTS ON ONE KIND OF STICKY DIFFUSION 期刊论文 Jiang Yiming;Song Shiyu;Wang Yongjin
66 tagHi-C Reveals 3D Chromatin Architecture Dynamics during Mouse Hematopoiesis 期刊论文 Zhang C;Xu Z;Yang S;Sun G;Jia L;Zheng Z;Gu Q;Tao W;Cheng T;Li C.;Cheng H
67 Mixed secondary chromatin structure revealed by modeling radiation-induced DNA fragment length distribution 期刊论文 Ma W;Gu C;Ma L;Fan C;Zhang C;Sun Y;Li C;Yang G
68 Nonsparse learning with latent variables. 期刊论文 Zheng Z.;Lv J;Lin W
69 On first passage times of sticky reflecting diffusion processes with double exponential jumps 期刊论文 Song Shiyu;Wang Yongjin
70 Covariance Regression Analysis 期刊论文 Zou Tao;Lan Wei;Wang Hansheng;Tsai Chih Ling
71 时空效应下PM2.5的环境库兹涅茨曲线——基于动态空间面板视角 期刊论文 张轩瑜;宋晓军;虞吉海
72 Least squares estimation of spatial autoregressive models for large-scale social networks 期刊论文 Huang Danyang;Lan Wei;Zhang Hao Helen;Wang Hansheng
73 Covariance Matrix Estimation via Network Structure 期刊论文 Lan Wei;Fang Zheng;Wang Hansheng;Tsai Chih Ling
74 root n-consistent density estimation in semiparametric regression models 期刊论文 Li Shuo;Tu Yundong
75 iSeq: Web-Based RNA-seq Data Analysis and Visualization 期刊论文 Zhang C;Fan C;Gan J;Zhu P;Kong L;Li C
76 OCEAN-C: mapping hubs of open chromatin interactions across the genome reveals gene regulatory networks 期刊论文 Li Tingting;Jia Lumeng;Cao Yong;Chen Qing;Li Cheng
77 Matrix Completion With Covariate Information 期刊论文 Mao Xiaojun;Chen Song Xi;Wong Raymond K W
78 Patient-derived tumor-like cell clusters for drug testing in cancer therapy 期刊论文 Yin Shenyi;Xi Ruibin;Wu Aiwen;Wang Shu;Li Yingjie;Wang Chaobin;Tang Lei;Xia Yuchao
79 Meteorological Change and Impacts on Air Pollution Results from North China 期刊论文 Xu Ziping;Chen Song Xi;Wu Xiaoqing
80 Uncovering the Invisible Effect of PM2.5 on Stock Returns 期刊论文 Xu Minya;Wang Yaqiong;Tu Yundong
81 Tests for Covariance Structures with High Dimensional Repeated Measurements 期刊论文 Pingshou Zhong;Wei Lan;Peter Song;Chih-Ling Tsai
82 Large Covariance Estimation for Compositional Data Via Composition-Adjusted Thresholding 期刊论文 Cao Yuanpei;Lin Wei;Li Hongzhe
83 Network influence analysis 期刊论文 Zou T;Luo R;Lan W;Chih-Ling Tsai
84 Partitioning Structure Learning for Segmented Linear Regression Trees 会议论文 Zheng X;Chen S. X
85 Tracking the evolution history of intrahepatic cholangiocarcinoma by multiregional whole exome sequencing 期刊论文 Dong L.Q;Shi Y;Ma L;Gao D;Yang L;Wang X;Zhang S;Ding Z;Zhang Z;Wang Z;Liu L;Zheng B;Yuan K;Ke A;Zhou J;FAN J;Xi R.;Gao Q.
86 Multivariate spatial autoregression for large scale social networks 期刊论文 Zhu X;Huang D;Pan R;Wang H
87 High dimensional cross-sectional dependence test under arbitrary serial correlation 期刊论文 Lan Wei;Pan Rui;Luo RongHua;Cheng YongWei
88 Scalable estimation and regularization for the logistic normal multinomial model 期刊论文 Jingru Zhang;Wei Lin
89 A Better Understanding of Granger Causality Analysis: A Big Data Environment 期刊论文 Song Xiaojun;Taamouti Abderrahim
90 Spatial weights matrix selection and model averaging for spatial autoregressive models 期刊论文 Zhang Xinyu;Yu Jihai
91 Entropy-based Model Averaging Estimation of Nonparametric Models 期刊论文 Tu Yundong
92 The pricing of basket options: A weak convergence approach 期刊论文 Bo Lijun;Wang Yongjin
93 Improving inflation prediction with the quantity theory 期刊论文 Wang Ying;Tu Yundong;Chen Song Xi
94 Testing a single regression coefficient in high dimensional linear models 期刊论文 Lan Wei;Zhong Ping Shou;Li Runze;Wang Hansheng;Tsai Chih Ling
95 Constant elasticity of variance models with target zones 期刊论文 Feng L;Jiang P;Wang Y
96 A nonparametric measure of heteroskedasticity 期刊论文 Song X;Taamouti A
97 On Transformed Linear Cointegration Models 期刊论文 Lin Yingqian;Tu Yundong
98 A Markov chain approximation scheme for option pricing under skew diffusions 期刊论文 Ding Kailin;Cui Zhenyu;Wang Yongjin
99 Optimal investment of variance-swaps in jump-diffusion market with regime-switching 期刊论文 Bo Lijun;Tang Dan;Wang Yongjin
100 Community detection by L-0-penalized graph Laplacian 期刊论文 Chen Chong;Xi Ruibin;Lin Nan
101 Detecting virus integration sites based on multiple related sequencing data by VirTect 期刊论文 Xia Yuchao;Liu Yun;Deng Minghua;Xi Ruibin
102 Comparing Containment Measures among Nations by Epidemiological Effects of COVID-19 期刊论文 Gu Jia;Yan Han;Huang Yaxuan;Zhu Yuru;Sun Haoxuan;Qiu Yumou;Chen SongXi
103 FUNCTIONAL COEFFICIENT MOVING AVERAGE MODEL WITH APPLICATIONS TO FORECASTING CHINESE CPI 期刊论文 Chen Song Xi;Lei Lihua;Tu Yundong
104 High-Dimensional Two-Sample Covariance Matrix Testing via Super-Diagonals 期刊论文 He J;Chen S.X
105 On the probability of default in a market with price clustering and jump risk 期刊论文 Song Shiyu;Wang Yongjin;Xu Guangli
106 Jackknife Model Averaging for Expectile Regressions in Increasing Dimension 期刊论文 Tu Yundong;Wang Siwei
107 Matrix Completion under Low-Rank Missing Mechanism 期刊论文 Mao X-J;Wong R. K-W;Chen S. X
108 Spurious Functional-coefficient Regression Models and Robust Inference with Marginal Integration 期刊论文 Yundong Tu;Ying Wang
109 Optimal Reinsurance-Investment Strategy Under Risks of Interest Rate, Exchange Rate and Inflation 期刊论文 Guo Chang;Zhuo Xiaoyang;Constantinescu Corina;Pamen Olivier Menoukeu
110 The valuation of options on foreign exchange rate in a target zone 期刊论文 Xu Guangli;SongShiyu;Wang Yongjin
111 A joint test for parametric specification and independence in nonlinear regression models 期刊论文 Li Shuo;Tu Yundong
112 Approximate Least Squares Estimation for Spatial Autoregressive Models with Covariates 期刊论文 Ma Yingying;Lan Wei;Zhou Fanyin;Wang Hansheng
113 Inference for variance risk premium 期刊论文 Zhang S;Chen SX;Lu L
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