Identity By Descent, moving Window (IBDW) in disease mapping

1. An ongoing statistical genetics project that uses the IBD information in disease mapping

Penelized Spline Collective Density Estimation (PSCDE)

1. "Collective estimation of multiple bivariate density functions with application to angular-sampling-based protein loop modeling", Journal of the American Statistical Association, Vol. 111, No. 513, 43-56, (2016)
2. "Protein structure classification and loop modeling using multiple Ramachandran distributions", Computational and Structural Biotechnology Journal, Vol. 15, 243-254 (2017)

Nonparametric Collective Spectral Density Estimation (NCSDE)

1. "Collective nonparametric spectral density estimation and clustering" (sumitted, Statistics and Computing)

Skewed Empirical Bayesian (SEB) approach in multiple hyp. test

1. "Testing multiple hypotheses with skewed alternatives", Biometrics, Vol. 72, No. 2, 494-502, (2016)
2. "Empirical Bayesian approach to testing multiple hypotheses with skewed alternatives" (sumitted, Computational Statistics & Data Analysis)

Transformed Functional PCA (FPCA.t) (shiny app: FDA-FPCA)

1. "Integrating data transformation in principal components analysis", Journal of Computational and Graphical Statistics, Vol.24, No.1, 84-103, (2015)

LagSVD

1. "Assessing protein conformational sampling methods based on bivariate lag-distributions of backbone angles", Briefings in Bioinformatics, Vol.14, No.6, 724-736, (2013)

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