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2012, ISBN 9781439819135, xv, 631
Assuming no prior knowledge of R, Spatial Data Analysis in Ecology and Agriculture Using R provides practical instruction on the use of the R programming... 
Spatial analysis (Statistics) | R (Langage de programmation) | ecology | Méthodes statistiques | Analyse spatiale (Statistique) | Agriculture | R (Computer program language) | Statistical methods | statistical analysis | computers
eBook
1986, Monographs on statistics and applied probability (Series), ISBN 0412246201, ix, 175
Book
Statistical Science, ISSN 0883-4237, 11/2004, Volume 19, Issue 4, pp. 588 - 597
Journal Article
The Annals of Statistics, ISSN 0090-5364, 10/2010, Volume 38, Issue 5, pp. 2916 - 2957
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 09/2012, Volume 13, pp. 2529 - 2565
We propose a method for nonparametric density estimation that exhibits robustness to contamination of the training sample. This method achieves robustness by... 
Outlier | Influence function | Reproducing kernel Hilbert space | Kernel trick | M-estimation | REGRESSION | kernel trick | outlier | reproducing kernel Hilbert space | influence function | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 08/2012, Volume 19, Issue 8, pp. 491 - 494
As a new measure of similarity, the correntropy can be used as an objective function for many applications. In this letter, we study Bayesian estimation under... 
Correntropy | Smoothing methods | Convolution | Estimation | Mean square error methods | Probability density function | maximum a posteriori estimation | Random variables | Kernel | maximum correntropy estimation | estimation | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 01/1995, Volume 43, Issue 1, pp. 188 - 195
Two families of orthonormal tapers are proposed for multitaper spectral analysis: minimum bias tapers, and sinusoidal tapers {/spl upsisup (k/)}, where /spl... 
Fourier transforms | Error analysis | Discrete Fourier transforms | Bandwidth | Frequency | Eigenvalues and eigenfunctions | Spectral analysis | KERNEL | ENGINEERING, ELECTRICAL & ELECTRONIC | Observations | Spectrum analysis | Time-series analysis
Journal Article
Empirical Software Engineering, ISSN 1382-3256, 2/2013, Volume 18, Issue 1, pp. 1 - 24
Journal Article
Journal of Machine Learning Research, ISSN 1533-7928, 07/2006, Volume 7, pp. 1231 - 1264
Journal Article
Journal Article
Pattern Recognition, ISSN 0031-3203, 2011, Volume 44, Issue 9, pp. 1852 - 1858
In this paper, we address the challenging problem of recovering the defocus map from a single image. We present a simple yet effective approach to estimate the... 
Gaussian gradient | Image processing | Defocus blur | Defocus magnification | Defocus map | SHAPE | DEPTH | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Kernels | Recovering | Propagation | Images | Gaussian | Pattern recognition | Estimates | Ambiguity
Journal Article
Neural Computation, ISSN 1530-888X, 10/2013, Volume 25, Issue 10, pp. 2734 - 2775
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 09/2017, Volume 65, Issue 17, pp. 4525 - 4537
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 04/2016, Volume 25, Issue 4, pp. 1910 - 1921
Journal Article
Annals of GIS, ISSN 1947-5683, 01/2019, Volume 25, Issue 1, pp. 1 - 8
In environmental health researches and practices, spatial analysis became an important approach to estimation of environmental exposure of human subjects under... 
Environmental exposure | health | interpolation | kernel density estimation | snapshotting
Journal Article
Neural Computation, ISSN 0899-7667, 06/2016, Volume 28, Issue 6, pp. 1101 - 1140
Estimating the derivatives of probability density functions is an essential step in statistical data analysis. A naive approach to estimate the derivatives is... 
CHOICE | KERNEL | ROBUST | CROSS-VALIDATION | RATIO | GRADIENT | NEUROSCIENCES | MEAN SHIFT | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Multidimensional data | Estimating | Derivatives | Computational efficiency | Estimates | Density | Estimators | Tuning
Journal Article
The Annals of Statistics, ISSN 0090-5364, 4/2010, Volume 38, Issue 2, pp. 1122 - 1170
Journal Article
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