Works (24)

Updated: August 4th, 2023 21:16

2007 article

Extreme value distributions for the skew-symmetric family of distributions

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, Vol. 36, pp. 1705–1717.

By: S. Chang n & M. Genton*

co-author countries: United States of America 🇺🇸
author keywords: flexible skew-symmetric; generalized skew-normal; heavy tails; multimodality; selection models; skew-Cauchy; skew-t
Source: Web Of Science
Added: August 6, 2018

2006 journal article

A Multivariate two-sample mean test for small sample size and missing data

BIOMETRICS, 62(3), 877–885.

By: Y. Wu, M. Genton* & L. Stefanski n

co-author countries: United States of America 🇺🇸
author keywords: drug discovery; high-dimensional data; Hotelling's T-2; small n large p
MeSH headings : Algorithms; Biometry / methods; Data Interpretation, Statistical; Drug Design; Models, Statistical; Monte Carlo Method; Multivariate Analysis; Quantitative Structure-Activity Relationship; Sample Size
Source: Web Of Science
Added: August 6, 2018

2006 journal article

The multivariate skew-slash distribution

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 136(1), 209–220.

By: J. Wang n & M. Genton n

co-author countries: United States of America 🇺🇸
author keywords: cauchy; configural polysampling; kurtosis; multivariate distributions; skewness; skew-normal; slash
Source: Web Of Science
Added: August 6, 2018

2005 journal article

A skewed Kalman filter

JOURNAL OF MULTIVARIATE ANALYSIS, 94(2), 382–400.

By: P. Naveau, M. Genton n & X. Shen *

co-author countries: United States of America 🇺🇸
author keywords: state-space model; closed skew-normal distribution
Source: Web Of Science
Added: August 6, 2018

2005 journal article

Testing for separability of space-time covariances

ENVIRONMETRICS, 16(8), 819–831.

By: M. Mitchell*, M. Genton* & M. Gumpertz n

co-author countries: United States of America 🇺🇸
author keywords: elevated CO2; FACE; Kronecker product; separable space-time covariance
Source: Web Of Science
Added: August 6, 2018

2004 journal article

A note on an equivalence between chi-square and generalized skew-normal distributions

STATISTICS & PROBABILITY LETTERS, 66(4), 395–398.

By: J. Wang n, J. Boyer n & M. Genton n

co-author countries: United States of America 🇺🇸
author keywords: chi-square distribution; invariance; generalized skew-normal distribution
Source: Web Of Science
Added: August 6, 2018

2004 journal article

A skew-symmetric representation of multivariate distributions

Statistica Sinica, 14(4), 1259–1270.

By: J. Wang, J. Boyer & M. Genton

Source: NC State University Libraries
Added: August 6, 2018

2004 chapter

An astronomical distance determination method using regression with skew-normal errors

In Skew-elliptical distibutions and their applications: A journey beyond normality. Boca Raton, FL: Chapman & Hall/CRC.

By: L. Eyer & M. Genton

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Flexible class of skew-symmetric distributions

Scandinavian Journal of Statistics: Theory and Applications, 31(3), 459–468.

By: Y. Ma & M. Genton

Source: NC State University Libraries
Added: August 6, 2018

2004 chapter

Linear mixed effects models with flexible generalized skew-elliptical random effects

In Skew-elliptical distibutions and their applications: A journey beyond normality. Boca Raton, FL: Chapman & Hall/CRC.

By: Y. Ma, M. Genton & M. Davidian 

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

On a time deformation reducing nonstationary stochastic processes to local stationarity

JOURNAL OF APPLIED PROBABILITY, 41(1), 236–249.

By: M. Genton n & O. Perrin*

co-author countries: France 🇫🇷 United States of America 🇺🇸
author keywords: exponentially convex; local stationarity; nonstationarity; positive-definite function; reducibility; stationarity; separable covariance function; stochastic processes; time series
Source: Web Of Science
Added: August 6, 2018

2004 journal article

On the discretization of nonparametric isotropic covariogram estimators

STATISTICS AND COMPUTING, 14(2), 99–108.

By: D. Gorsich* & M. Genton n

co-author countries: United States of America 🇺🇸
author keywords: Bochner's theorem; Fourier-Bessel series; nonnegative least squares; positive definiteness; spatial prediction
Source: Web Of Science
Added: August 6, 2018

2004 chapter

Shape representation with flexible skew-symmetric distributions

In Skew-elliptical distibutions and their applications: A journey beyond normality.

By: S. Baloch*, H. Krim* & M. Genton*

Source: NC State University Libraries
Added: August 6, 2018

2004 book

Skew-elliptical distibutions and their applications: A journey beyond normality

Boca Raton: Chapman & Hall/CRC.

By: M. Genton

Source: NC State University Libraries
Added: August 6, 2018

2004 chapter

Skew-symmetric and generalized skew-elliptical distributions

In Skew-elliptical distibutions and their applications: A journey beyond normality. Boca Raton, FL: Chapman & Hall/CRC.

By: M. Genton

Source: NC State University Libraries
Added: August 6, 2018

2004 article

Spatio-temporal autoregressive models for US unemployment rate

SPATIAL AND SPATIOTEMPORAL ECONOMETRICS, Vol. 18, pp. 279–294.

By: X. Luna & M. Genton*

Source: Web Of Science
Added: August 6, 2018

2004 chapter

Time series analysis with a skewed Kalman filter

In Skew-elliptical distibutions and their applications: A journey beyond normality. Boca Raton, FL: Chapman & Hall/CRC.

By: P. Naveau, M. Genton & C. Ammann

Source: NC State University Libraries
Added: August 6, 2018

2003 journal article

Comprehensive definitions of breakdown points for independent and dependent observations

Journal of the Royal Statistical Society. Series B, Methodological, 65(2003), 81–94.

By: M. Genton & A. Lucas

Source: NC State University Libraries
Added: August 6, 2018

2003 journal article

Robust indirect inference

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 98(461), 67–76.

By: M. Genton* & E. Ronchetti*

co-author countries: Switzerland 🇨🇭 United States of America 🇺🇸
author keywords: correlated observations; influence function; robustness of validity; robustness of efficiency; space-time autoregression; stochastic differential equations
Source: Web Of Science
Added: August 6, 2018

2003 journal article

Stationary covariances associated with exponentially convex functions

BERNOULLI, 9(4), 607–615.

By: W. Ehm*, M. Genton n & T. Gneiting *

co-author countries: Germany 🇩🇪 United States of America 🇺🇸
author keywords: characteristic function; exponential family; exponentially convex; Laplace transform; locally stationary; positive definite; random field
Source: Web Of Science
Added: August 6, 2018

2002 article

Classes of kernels for machine learning: A statistics perspective

JOURNAL OF MACHINE LEARNING RESEARCH, Vol. 2, pp. 299–312.

By: M. Genton

author keywords: anisotropic; compactly supported; covariance; isotropic; locally stationary; nonstationary; reducible; separable; stationary
Source: Web Of Science
Added: August 6, 2018

2002 journal article

Nonparametric variogram and covariogram estimation with Fourier-Bessel matrices

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 41(1), 47–57.

By: M. Genton n & D. Gorsich*

co-author countries: United States of America 🇺🇸
author keywords: discretization; Fourier-Bessel expansion; kriging; nonnegative least squares; orthogonality; positive definiteness; spatial statistics
Source: Web Of Science
Added: August 6, 2018

2002 journal article

Simulation-based inference for simultaneous processes on regular lattices

Statistics and Computing, 12(2), 125–134.

By: X. De Luna & M. Genton

Source: NC State University Libraries
Added: August 6, 2018

2001 journal article

Robust simulation-based estimation of ARMA models

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 10(2), 370–387.

By: X. De Luna  n & M. Genton n

co-author countries: United States of America 🇺🇸
author keywords: breakdown point; indirect inference; influence function; GM-estimator; robustness; time series
Source: Web Of Science
Added: August 6, 2018

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