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Home / Ciprian Crainiceanu

Ciprian Crainiceanu

ciprian_w150.jpg

Ciprian

Ciprian Crainiceanu
Professor

Department of Biostatistics
Bloomberg School of Public Health
Johns Hopkins University
615 N. Wolfe Street, E3636
Baltimore, MD 21205, USA
Phone: 1 (410) 955-3505
Email: ccrainic [at] jhsph.edu
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Professional Experience: 

Official appointments

2009-Present Associate Professor
         Department of Biostatistics, Johns Hopkins University
2004-2009 Assistant Professor
         Department of Biostatistics, Johns Hopkins University
2003-2004 Visiting Assistant Professor
         School of ORIE, Cornell University
    

Extended visits to other Departments

  • May 2009 Department of Statistics, University of Bristol, UK
  • May 2006 Department of Statistics, Ludwig-Maximilians Universität, Germany
  • September 2005 Department of Statistics, Texas A&M University
  • January 2005 Department of Statistics, University of Lancaster, UK
Professional Activities: 

Membership

  • American Statistical Association
  • The International Biometric Society

Review of proposals

  • NIH, February 2012, Chair of study section Multidisciplinary Healthcare Delivery Research AREA ZRG1 HDM-T (90) S
  • NIH, March 2012, mail reviewer for study section Center for Scientific Review Special Emphasis Panel ZRG1 HDM-R (11) B
  • NIH, October 2011, Co-Chair of study section for Healthcare Delivery and Methodologies ZRG1 HDM-T (90) S
  • NIH, October 2011, study section member for Healthcare Delivery and Methodologies IRG [HDM] ZRG1 HDM-Q (54)
  • NIH, February 2011, study section member for Special Emphasis Panel/Scientific Review Group 2011/05 ZRG1 HDM-G (02) M
  • NIH/CDC, June 2009, study section member for Grants for Public Health Research – Dissertation (Panel H)
Teaching: 
  • Advanced methods in biostatistics 755, 756
Education & Training: 
  • 2003 Ph.D., Statistics, Cornell University
             Advisor Professor David Ruppert
             Thesis “Nonparametric Likelihood Ratio Tests”
  • 2002 M.S., Statistics, Cornell University
  • 1998 M.S., Applied Mathematics, University of Bucharest, Romania
  • 1996 B.S., Mathematics, University of Bucharest, Romania
Honors & Awards: 
  • 2012 Cited for Teaching Excellence: JHU Bloomberg School of Public Health
  • 2011 Cited for Teaching Excellence: JHU Bloomberg School of Public Health
  • 2008 AMTRA: The Advising, Mentoring, and Teaching Award, JHU
  • 2006 Gottfried F. Noether Junior Scholar Award, ASA.
  • 2005 Faculty Innovation Award, Johns Hopkins University.
Software: 
  • Bayesian/WinBUGS/MCMC
    • Bayesian Analysis for Penalized Spline Regression using WinBUGS, JSS, 14(14), 2005 technical report, software
    • Bayesian Functional Data Analysis using WinBUGS JSS, 32(11), 2009 technical report, software
  • Functional data
    • Longitudinal Functional Principal Component Analysis paper LFPCA.r
    • Multilevel Functional Principal Component Analysis paper MFPCA.r
    • Multilevel Sparse Functional Principal Component Analysis paper MFPCA_sparse.r
  • Functional regression
    • Penalized functional regression, JCGS, pfr function in the refund package
    • Longitudinal penalized functional regression paper, lpfr function in the refund package
  • Penalized splines
    • Exact for R/LRT of zero variance in LMMs, R/LRT null distribution MATLAB programs
    • Exact for R/LRT of zero variance in LMMs, RLRsim (written by Fabian Scheipl) RLRsim R package
    • Fast Adaptive Penalised Splines, JCGS 17(1), 1-20 technical report, R package
Selected Publications: 
1. Lauzon C, Crainiceanu C, Caffo B, Landman B.  2012.  Assessment of bias in experimentally measured diffusion tensor imaging parameters using SIMEX. Accepted in Magnetic Resonance in Medicine.
2. Clement L, De Beuf K, Thas O, Vuylsteke M, Irizarry R, Crainiceanu C.  2012.  Fast wavelet based functional models for transcriptome analysis with tiling arrays. Stat Appl Genet Mol Biol. 11:1–36.
3. Yang X, Lauzon C, Crainiceanu C, Caffo B, Resnick S, Landman B.  2012.  Biological parametric mapping accounting for random regressors with regression calibration and model II regression. Accepted in Neuroimage.
4. Paynter NP, Crainiceanu C, Sharrett AR, Chambless LE, Coresh J.  2012.  Effect of correcting for long-term variation in major coronary heart disease risk factors: relative hazard estimation and risk prediction in the Atherosclerosis Risk in Communities Study. Ann Epidemiol. 22:191–197.
5. Swihart B, Caffo B, Crainiceanu C, Punjabi NM.  2012.  Mixed effect Poisson log-linear models for clinical and epidemiological sleep hypnogram data. Stat Med. 31:855–870.
6. Bai J, Goldsmith J, Caffo B, Glass T, Crainiceanu C.  2012.  Movelets: A dictionary of movement. Electronic Journal of Statistics. 6:559-578.
7. Goldsmith J, Crainiceanu C, Caffo B, Reich D.  2012.  Penalized functional regression analysis of white-matter tract profiles in multiple sclerosis. Accepted in Neuroimage, PMCID: PMC3114268.
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