- Bayesian Framework for Simultaneous Registration and Estimation of Noisy, Sparse and Fragmented Functional Data
2019/12/11 by James Matuk, Matuk, James, Karthik Bharath +5 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Applications (stat.AP) #Artificial intelligence #Bayesian inference #Bayesian probability #Cell Image Analysis Techniques #Computer science #Data mining #FOS: Computer and information sciences #Functional data analysis #Inference #Machine learning #Mathematics #Maxima and minima #Medical Image Segmentation Techniques #Methodology (stat.ME) #Statistical Methods and Inference #Subspace topology #Visualization #stat.AP #stat.ME
- Review of Functional Data Analysis
2015/07/18 by Jane-Ling Wang, Jeng-Min Chiou, Wang, Jane-Ling +4 · 5 citations
Chemistry · Computer Science · Mathematics · #62 #Advanced Statistical Methods and Models #Artificial intelligence #Cluster analysis #Computer science #Covariance #Data analysis #Data mining #Dimensionality reduction #Dynamic time warping #FOS: Computer and information sciences #Functional data analysis #Functional principal component analysis #Machine learning #Mathematics #Methodology (stat.ME) #Principal component analysis #Spectroscopy and Chemometric Analyses #Stability (learning theory) #Statistics #Time Series Analysis and Forecasting #msc:62 #stat.ME
- Functional Variance Processes
2006/09/01 by Hans‐Georg Müller, Ulrich Stadtmüller, Fang Yao · 2 citations
Computer Science · Economics, Econometrics and Finance · Mathematics · #Analysis of variance #Applied mathematics #Artificial intelligence #Autocovariance #Bayesian Methods and Mixture Models #Computer science #Financial Risk and Volatility Modeling #Functional data analysis #Mathematical analysis #Mathematics #Noise (video) #One-way analysis of variance #Regression analysis #Smoothing #Statistical Methods and Inference #Statistics #Stochastic process #Variance (accounting) #Variance function #Variance-based sensitivity analysis