I-Ping Tu, Ph.D.

Research Fellow

The Institute of Statistical Science, Academia Sinica


128, Academia Rd. Sec. 2, Taipei 115, Taiwan, R.O.C.
Tel: 886-2-2787-1952
Fax
: 886-2-2783-1523
Emai:
iping@stat.sinica.edu.tw

 

Research Areas

Statistical Analysis for Biological Image Data, Dimension Reduction, Scan statistics, Sequential Analysis.

 

 

My CV

updated 2013.10.28

 

Recent Publications

  1. Ting-Li Chen, Dai-Ni Hsieh, Hung Hung, I-Ping Tu*, Pei-Shien Wu, Yi-MingWu, Wei-Hau Chang and Su-Yun Huang (2014). “g-SUP: a clustering algorithm for cryo-electron microscopy images of asymmetric particles”, Annals of Applied Statistics 8(1): 259-285.
  2. I-Ping Tu*, Shao-Hsuan Wang and Yuan-Fu Huang (2013). “Estimating the Occurrence Rate of DNA Palindromes”, Annals of Applied Statistics 7(2): 1095-1110.
  3. I-Ping Tu (2013). “The Maximum of a Ratchet Scanning Process over a Poisson Random Field”, Statistica Sinica, 23:1541-1551.
  4. Hung Hung, Pei-Hsien Wu, I-Ping Tu* and Su-Yun Huang (2012). “On Multilinear Principal Component Analysis of Order-Two Tensors”, Biometrika 99(3): 569-583.
  5. Hao-Chih Lee, Bo-Lin Lin, Wei-Hau Chang and I-Ping Tu* (2012). “Towards Automated De-Noising of Single Molecular FRET Data: ADN for smFRET”, Journal of Biomedical Optics, 17(1).
  6. Hock Peng Chan*, and I-Ping Tu (2011). “Log-linear, Logistic Model Fitting and Local Score Statistics for Cluster Detection with Covariate Adjustments, Statistics in Medicine, 30, 91-100.
  7. Wei-Hau Chang*, Michael T.-K. Chiu, Chin-Yu Chen, Chi-Fu Yen, Yen-Cheng Lin, Yi-Ping Weng, Ji-Chau Chang, Yi-Min Wu, Holland Cheng, Jianhua Fu, and I-Ping Tu (2010).Zernike phase plate cryo-electron microscopy facilitates single particle analysis of unstained asymmetric protein complexesStructure,  18, 17-27.
  8. Chen, Y.-P., Huang, H.-C., and Tu, I.-P.* (2010). "A New Approach for Selecting the Number of Factors", Computational Statistics and Data Analysis, 54, 2990-2998.
  9. Hock Peng Chan*, I-Ping Tu and Nancy Zhang (2009). “Boundary crossing probability computations in the analysis of scan statistics” in Scan Statistics--Theory and Applications, eds J. Glaz and V. Pozdnyakov and S. Wallenstein, Birkhauser.
  10. I-Ping Tu*, Hung Chen, Xin Chen (2009). “An Eigenvector Variability Plot”, Statistica Sinica. 19, 1741-1754.  
  11. I-Ping Tu (2009). “Asymptotic Overshoot for Arithmetic IID Random Variables”, Statistica Sinica, 19, 315-323.

 

Presentations in 2012

  1. 2012.4, “A Self Updating Clustering Algorithm γ-SUP Based on γ-Divergence with Application to Cryo-EM Images”, Department of Mathematics, National Taiwan University, Taiwan.

  2. 2012.5, “A Self Updating Clustering Algorithm γ-SUP Based on γ-Divergence with Application to Cryo-EM Images”,  Department of Applied Mathematics, National Sun Yat-sen University, Taiwan.

  3. 2012.6, “γ-SUP : A Self Updating Clustering Algorithm Based on γ-Divergence with Application to Cryo-EM Images”, Workshop on learning structure high dimensional data, Taida Institute for Mathematical Sciences, Taiwan.

  4. 2012.6, “γ-SUP : A Self Updating Clustering Algorithm Based on γ-Divergence with Application to Cryo-EM Images”, The 21st South Taiwan Statistics Conference.

  5. 2012.10, “Application of scan statistics on genomic data: search palindrome clusters”, Taidai Institute of Mathematical Science (TIMS), NTU.

  6. 2012.11, “The Maximum of a Ratchet Scanning Process over an r-dimensional Poisson Random Field with Application in Genomic Sequences”, Institute of Statistics, NCKU.

 

Presentations in 2013

  1. 2013.3.13, "Application of Scan Statistics on Genomic Data: Searching Palindrome Clusters", Institute of Statistics, NUK.
  2. 2013.3.18, "Scan Statistics over A Poisson Random Field and A Statistical Study on a cryo-EM Image Set", Institute of Statistics, Academia Sinica.
  3. 2013.5.29, "我的學習經驗及感想", 苗栗縣照南國中, 苗栗縣102年度校外專家暨良師典範支援資優教育方案講座.
  4. 2013.6.28,“One Learning Experience--about scientific writing”, The 22nd South Taiwan Statistics Conference, NKU.
  5. 2013.6.29, “Introduction to MPCA”, The 22nd South Taiwan Statistics Conference, NKU.
  6. 2013.7.2, “Statistical Methods for cryo-EM Image Analysis”, Workshop on Contemporary Statistics, TIMS, NTU.

  7. 2013.8.6, “On Multi-linear Principal Component Analysis MPCA”, JSM, Montreal, Canada.

  8. 2013.12.23, “Introduction to Multi-linear Principal Component Analysis (MPCA)”, ICSA, Hong Kong.

 

Presentations in 2014

  1. 2014.3.19, "One Learning Experience--about scientific writing", Institute of Statistical Science, Academia Sinica.
  2. 2014.5.23, "我的學習經驗及感想", 苗栗縣鶴岡國中.
  3. 2014.6.1, "Statistical analysis for cryo-electron microscopy images of asymmetric particles ", TWSIAM, 東華大學.
  4. 2014.7.2 "Statistical Analysis for cryo-Electron Microscopy Images", IMS APRM, Taipei.
  5. 2014.8.3, "Application of Scan Statistics on Genomic Data: Searching Palindrome Clusters" JSM, Boston, USA.