Functional data analysis: An introduction and recent developments
Functional data analysis (FDA) is a statistical framework that allows for the analysis of
curves, images, or functions on higher dimensional domains. The goals of FDA, such as …
curves, images, or functions on higher dimensional domains. The goals of FDA, such as …
Targeting ATP2B1 impairs PI3K/Akt/FOXO signaling and reduces SARS-COV-2 infection and replication
ATP2B1 is a known regulator of calcium (Ca2+) cellular export and homeostasis.
Diminished levels of intracellular Ca2+ content have been suggested to impair SARS-CoV-2 …
Diminished levels of intracellular Ca2+ content have been suggested to impair SARS-CoV-2 …
The multiverse of universes: A tutorial to plan, execute and interpret multiverses analyses using the R package multiverse
Even when guided by strong theories and sound methods, researchers must often choose a
singular course of action from multiple viable alternatives. Regardless of the choice, it, along …
singular course of action from multiple viable alternatives. Regardless of the choice, it, along …
Investigating the value of glucodensity analysis of continuous glucose monitoring data in type 1 diabetes: an exploratory analysis
EH Cui, AB Goldfine, M Quinlan, DA James… - Frontiers in Clinical …, 2023 - frontiersin.org
Introduction Continuous glucose monitoring (CGM) devices capture longitudinal data on
interstitial glucose levels and are increasingly used to show the dynamics of diabetes …
interstitial glucose levels and are increasingly used to show the dynamics of diabetes …
Sign, Wilcoxon and Mann-Whitney tests for functional data: An approach based on random projections
Sign, Wilcoxon and Mann-Whitney tests are nonparametric methods in one or two-sample
problems. The nonparametric methods are alternatives used for testing hypothesis when the …
problems. The nonparametric methods are alternatives used for testing hypothesis when the …
Editorial on the special issue on functional data analysis and related topics
On the occasion of the 4th International Workshop on Functional and Operatorial Statistics
(IWFOS 2017), dedicated to the memory of Peter Hall, the journal Computational Statistics …
(IWFOS 2017), dedicated to the memory of Peter Hall, the journal Computational Statistics …
Mitochondrial-targeted therapies require mitophagy to prevent oxidative stress induced by SOD2 inactivation in hypertrophied cardiomyocytes
V Peugnet, M Chwastyniak, P Mulder, S Lancel… - Antioxidants, 2022 - mdpi.com
Heart failure, mostly associated with cardiac hypertrophy, is a major cause of illness and
death. Oxidative stress causes accumulation of reactive oxygen species (ROS), leading to …
death. Oxidative stress causes accumulation of reactive oxygen species (ROS), leading to …
Augmented functional analysis of variance (A-fANOVA): theory and application to google trends for detecting differences in abortion drugs queries
Abstract The World Wide Web (WWW) has become a popular and readily accessible big
data source in recent decades. The information in the WWW is offered in many different …
data source in recent decades. The information in the WWW is offered in many different …
A functional approach for characterizing safety risk of signalized intersections at the movement level: An exploratory analysis
Safety evaluation of signalized intersections is often conducted by developing statistical and
data-driven methods based on data aggregated at certain temporal and spatial levels (eg …
data-driven methods based on data aggregated at certain temporal and spatial levels (eg …
Application of functional data analysis and FTIR-ATR spectroscopy to discriminate wine spirits ageing technologies
Fourier transform infrared spectroscopy (FTIR) with Attenuated Total Reflection (ATR)
combined with functional data analysis (FDA) was applied to differentiate aged wine spirits …
combined with functional data analysis (FDA) was applied to differentiate aged wine spirits …