Quantifying the closeness to a set of random curves via the mean marginal likelihood
DOI10.1051/ps/2020028zbMath1466.62288OpenAlexW2807810233MaRDI QIDQ4990907
Baptiste Gregorutti, Cédric Rommel, Pierre Martinon, Joseph Frédéric Bonnans
Publication date: 1 June 2021
Published in: ESAIM: Probability and Statistics (Search for Journal in Brave)
Full work available at URL: https://hal.inria.fr/hal-01816407/file/density_estimation.pdf
Density estimation (62G07) Functional data analysis (62R10) Probability measures on topological spaces (60B05) Nonparametric estimation (62G05) Non-Markovian processes: estimation (62M09) Applications of statistics in engineering and industry; control charts (62P30)
Uses Software
Cites Work
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- Nonparametric density estimation for functional data by delta sequences
- Curves discrimination: a nonparametric functional approach
- On the using of modal curves for radar waveforms classification
- An asymptotically optimal window selection rule for kernel density estimates
- Applied functional data analysis. Methods and case studies
- Reducing the computational cost of the ECF using a nuFFT: a fast and objective probability density estimation method
- A fast and objective multidimensional kernel density estimation method: fastKDE
- Grouped variable importance with random forests and application to multiple functional data analysis
- Kernel density estimator in an infinite-dimensional space with a rate of convergence in the case of diffusion process.
- A topologically valid definition of depth for functional data
- Multivariate L-estimation. (With comments)
- Defining probability density for a distribution of random functions
- Mathematical Statistics and Stochastic Processes
- Nonparametric Density Estimation for Functional Data via Wavelets
- Fast Fourier Transforms for Nonequispaced Data
- Estimating and depicting the structure of a distribution of random functions
- Self-Consistent Method for Density Estimation
- Accelerating the Nonuniform Fast Fourier Transform
- Correction of Density Estimators that are not Densities
- Multivariate Density Estimation
- On the Concept of Depth for Functional Data
- An Algorithm for the Machine Calculation of Complex Fourier Series
- On the Estimation of the Probability Density, I
- Introduction to nonparametric estimation
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