Results 1 to 10 of about 740 (113)

Dimensionality reduction of COSMO-RS molecular descriptor using functional principal component analysis (FPCA) for organic solvent mapping. [PDF]

RSC Adv
Methodology for the generation of the σ-potential FPCA mapping.
Ramirez Cardenas LE, Ouaret R, Gerbaud V, Rodriguez Donis I, Thiebaud-Roux S.   +4 more
europepmc   +3 more sources

Fast Bayesian Functional Principal Components Analysis. [PDF]

J Comput Graph Stat
Sartini J, Zhou X, Selvin E, Zeger S, Crainiceanu CM.   +4 more
europepmc   +2 more sources

Functional principal component analysis (FPCA) on remote sensing data and longitudinal studies

, 2021
This dissertation consists of three main pieces of my Ph.D. dissertation, which shapes my research on multivariate functional data, change-point detection, asynchronous longitudinal data, and remote sensing data applications. The first project is motivated by NASA's first dedicated \ce{CO2} monitoring satellite, the Orbiting Carbon Observatory-2 (OCO-2)
openaire   +4 more sources

Using functional principal component analysis (FPCA) to quantify sitting patterns derived from wearable sensors

International Journal of Behavioral Nutrition and Physical Activity
Abstract Background Sedentary behavior (SB) is a recognized risk factor for many chronic diseases. ActiGraph and activPAL are two commonly used wearable accelerometers in SB research. The former measures body movement and the latter measures body posture.
Rong W. Zablocki, Sheri J. Hartman, Chongzhi Di, Jingjing Zou, Jordan A. Carlson, Paul R. Hibbing, Dori E. Rosenberg, Mikael Anne Greenwood-Hickman, Lindsay Dillon, Andrea Z. LaCroix, Loki Natarajan   +10 more
openaire   +5 more sources

Additional file 1 of Using functional principal component analysis (FPCA) to quantify sitting patterns derived from wearable sensors

Supplementary Material 1.
Zablocki, Rong W., Hartman, Sheri J., Di, Chongzhi, Zou, Jingjing, Carlson, Jordan A., Hibbing, Paul R., Rosenberg, Dori E., Greenwood-Hickman, Mikael Anne, Dillon, Lindsay, LaCroix, Andrea Z., Natarajan, Loki   +10 more
openaire   +1 more source

Lower-limb muscle activation patterns during the taekwondo roundhouse kick in elite and youth athletes: a functional principal component analysis. [PDF]

Front Bioeng Biotechnol
Sun J, Sun J, Sun G, Yin L, Shaharudin S.   +4 more
europepmc   +1 more source

Integrating statistical parametric mapping, functional principal component analysis, explainable machine learning, and equivalence testing for multimodal gait signal analysis. [PDF]

BMC Biomed Eng
Appiah KN, Ansah EW, Dofour FS.
europepmc   +1 more source

Modelling time-varying genetic effects on binary disease risk via functional Mendelian randomization. [PDF]

Bioinformatics
Fontana N, Secchi P, Di Angelantonio E, Ieva F.   +3 more
europepmc   +1 more source

Generalized Multilevel Multisource Functional Regression With an Application to Alzheimer's Disease. [PDF]

Stat Med
Du X, Yi G, Ren Y, Zhang Z, Mi H.
europepmc   +1 more source

A Functional Data Analysis-Based Framework for Modeling and Multi-Objective Optimization of Sustained-Release Drug Delivery Systems. [PDF]

Pharmaceutics
Ren H, Han M, Qiao Y, Cui Y, Hao C, Lou Y, Jing G, Liu Q, Yang L, Zheng L, Qiu L.   +10 more
europepmc   +1 more source