Publications :
- Xiaoyu Cai, Lo-Bin Chang, Chi Song,
Powerful Association Tests to Detect Disease-Related DNA
Methylation Regions,
(2020) -Submitted.
- Xiaohan Fu, Lo-Bin Chang , Dongbin Xiu,
Learning Reduced Systems via deep neural networks with memory,
Journal of Machine Learning for Modeling and Computing (2020), -Accepted.
- Shuyi Wang, Zixu Zhou, Lo-Bin Chang, Dongbin Xiu,
Construction of a Universal Discontinuity Detector Using Convolution Neural Networks,
(2020) -Submitted.
- Xiaoyu Cai, Lo-Bin Chang, Jordan Potter, Chi Song,
Association Analysis of Common and Rare Single Nucleotide Variants Using Adaptive Fisher Methods to Detect Dense and Sparse Signals,
BMC Med Genomics (2020), Vol. 13, 46.
- Lo-Bin Chang,
Partial Order Relations for Classification Comparisons,
Canadian Journal of Statistics (2020), Vol. 48, 152-166.
- Lu-Jing Huang, Yin-Ting Liao, Lo-Bin Chang, Chii-Ruey Hwang,
The Smallest Eigenvalues of Random Kernel Matrices: Asymptotic Results on the Min Kernel,
Statistics and Probability Letters (2019), Vol. 148, 23-29.
- Lo-Bin Chang, Eran Borenstein, Wei Zhang, Stuart Geman,
Maximum Likelihood features for generative image models,
Annals of Applied Statistics (2017), Vol. 11, 1275-1308.
- Bo Liu, Lo-Bin Chang, Helyette Geman,
Intraday Pairs Trading Strategies on High Frequency Data: The Case of Oil Companies,
Quantitative Finance (2017), Vol. 17, 87-100.
- Lo-Bin Chang, Donald Geman,
Tracking cross-validated estimates of prediction error as studies accumulate,
Journal of the American Statistical Association (2015), Vol. 110, 1239-1247.
- Lo-Bin Chang, Stuart Geman, Fushing Hsieh, Chii-Ruey Hwang,
Invariance in the Recurrence of Large Returns and the Validation of Models of Price Dynamics ,
Physical Review E (2013), Vol. 88, Issue 2, 022116.
- Lo-Bin Chang, Stuart Geman,
Empirical Scaling Laws and the Aggregation of Non-stationary Data ,
Physica A (2013), Vol. 392, Issue 20, 5046-5052.
- Lo-Bin Chang, Zhidong Bai, Su-Yun Huang, Chii-Ruey Hwang,
Asymptotic Error Bounds for Kernel-based Nystrom Low-Rank Approximation Matrices ,
Journal of Multivariate Analysis (2013), Vol. 120, 102-119.
- Lo-Bin Chang, Alok Goswami, Fushing Hsieh, Chii-Ruey Hwang,
An Invariance for the Large-sample Empirical Distribution of Waiting Time between Successive Extremes ,
Bulletin of the Institute of Mathematics Academia Sinica (2013), Vol. 8, No. 1, 31-48.
- Lo-Bin Chang, Ya Jin, Wei Zhang, Eran Borenstein, Stuart Geman,
Context, Computation, and Optimal ROC Performance in Hierarchical Models ,
International Journal of Computer Vision (2011), Vol. 93, No. 2, 117-140.
- Lo-Bin Chang, Kenneth Palmer,
Smooth convergence in the binomial model ,
Finance and Stochastics (2007), Vol. 11 , No. 1, pp. 91-105.