PhD, 2004, Emory University
|
|
|
|
Courses Taught:
|
BIOS 506: Biostatistical Methods I
BIOS 508: Introduction to Categorical Data Analysis
BIOS 760R: Special Topics
|
|
|
|
Selected Research Projects:
|
|
Statistical Research Interests:
Neuroimaging
Assessing agreement and reliability
Collaborative Research Interests
Imaging; Psychiatry, Mental health; Women's health
|
|
|
|
Selected Publications:
|
., Manatunga, A.K., Chen, S. and Marcus, M
Modeling Menstrual Cycle Length Using a Mixture Distribution
Biostatistics , 7(1): 100-114, 2006.
http://biostatistics.oxfordjournals.org/cgi/reprint/kxi043?i...
|
|
|
. and Manatunga, A.K.
Modeling the Agreement of Discrete Bivariate Survival Times Using Kappa Coefficient
Lifetime Data Analysis , 11(3): 309-332, 2005.
http://www.springerlink.com/content/pu28664186417tw1/fulltex...
|
|
|
. and Manatunga, A.K.
Nonparametric estimation of the concordance correlation coefficient under univariate censoring
Biometrics , 63(1): 164-172, 2007.
http://www.blackwell-synergy.com/doi/pdf/10.1111/j.1541-0420...
|
|
|
., Musselman, D.L., Manatunga, A.K., Gilles, N., Lawson, K.C., Porter, M.R., McDaniel, J.S. and Nemeroff, C.B.
The Diagnosis of Depression in Patients with Cancer: a Comparative Approach
Psychosomatics , 47: 376-384 , 2006.
http://psy.psychiatryonline.org/cgi/reprint/47/5/376?maxtosh...
|
|
|
Bowman, F.B., . and Derado G.
Statistical Approaches to Functional Neuroimaging Data
Neuroimaging Clinics , 17(4): 2007.
|
|
|
, Bowman FD, Kilts C
Predicting the brain response to treatment using a Bayesian Hierarchical model with application to a study of schizophrenia.
Human Brain Mapping , 29: 1092-1109, 2008.
|
|
|
. and Bowman F.D.
Modeling Dose-Dependent Neural Processing Responses Using Mixed Effects Spline Models
NeuroImage , 40: 698-711, 2008.
|
|
|
. and Manatunga AK
Measuring agreement of multivariate discrete survival times using a modified weighted kappa coefficient
Biometrics , Accepted: .
|
|
|
. and Pagnoni, G.
A unified framework for group independent component analysis for multi-subject fMRI data
NeuroImage , 42: 1078-1093, 2008.
|
|
|
and Manatunga AK
A note on assessing agreement for frailty models
statistics and probability letters , 80: 527-533, 2010.
|
|
|
A weighted cluster kernel PCA prediction model for multi-subject brain imaging data
Statistics And Its Interface , 3: 103-111, 2010.
|
|
|
A general probabilistic for group independent component analysis and its estimation methods
Biometrics. , DOI: 10.1111/j.1541-0420.2011.01601.x: .
|
|
|
|
Other affiliations and Activities:
|
|
Training Faculty, Neuroscience Graduate Program, Graduate Division of Biological and Biomedical Sciences, Emory University
|
|
|
|
|
|
|
|
Link to this page: http://www.sph.emory.edu/faculty/YGUO2
|
|
|
