Detecting periodicities with Gaussian processes
暂无分享,去创建一个
[1] Anthony Hall,et al. FLOWERING LOCUS C Mediates Natural Variation in the High-Temperature Response of the Arabidopsis Circadian Clock[W] , 2006, The Plant Cell Online.
[2] Grace Wahba,et al. Spline Models for Observational Data , 1990 .
[3] A. O'Hagan,et al. Probabilistic sensitivity analysis of complex models: a Bayesian approach , 2004 .
[4] R. Stellingwerf. Period determination using phase dispersion minimization , 1978 .
[5] J. Doob. Stochastic processes , 1953 .
[6] G. Matheron. Principles of geostatistics , 1963 .
[7] Joshua B. Tenenbaum,et al. Structure Discovery in Nonparametric Regression through Compositional Kernel Search , 2013, ICML.
[8] Sheldon M. Ross,et al. Stochastic Processes , 2018, Gauge Integral Structures for Stochastic Calculus and Quantum Electrodynamics.
[9] Carl E. Rasmussen,et al. Gaussian processes for machine learning , 2005, Adaptive computation and machine learning.
[10] Joshua B. Tenenbaum,et al. Automatic Construction and Natural-Language Description of Nonparametric Regression Models , 2014, AAAI.
[11] Roger Woodard,et al. Interpolation of Spatial Data: Some Theory for Kriging , 1999, Technometrics.
[12] Thomas Kailath,et al. RKHS approach to detection and estimation problems-I: Deterministic signals in Gaussian noise , 1971, IEEE Trans. Inf. Theory.
[13] Martin Straume,et al. DNA Microarray Time Series Analysis: Automated Statistical Assessment of Circadian Rhythms in Gene Expression Patterning , 2004, Numerical Computer Methods, Part D.
[14] B. Troutman. Some results in periodic autoregression , 1979 .
[15] A. V. Vecchia. MAXIMUM LIKELIHOOD ESTIMATION FOR PERIODIC AUTOREGRESSIVE MOVING AVERAGE MODELS. , 1985 .
[16] Arthur Schuster,et al. On the investigation of hidden periodicities with application to a supposed 26 day period of meteorological phenomena , 1898 .
[17] Emilio Porcu,et al. On Some Local, Global and Regularity Behaviour of Some Classes of Covariance Functions , 2012 .
[18] Satchidananda Panda,et al. Harmonics of Circadian Gene Transcription in Mammals , 2009, PLoS genetics.
[19] Holger Wendland,et al. Scattered Data Approximation: Conditionally positive definite functions , 2004 .
[20] Martin C. Weisskopf,et al. On searches for pulsed emission with application to four globular cluster X-ray sources - NGC 1851, 6441, 6624, and 6712 , 1983 .
[21] A. Berlinet,et al. Reproducing kernel Hilbert spaces in probability and statistics , 2004 .
[22] I. Johnston,et al. Circadian expression of clock and putative clock-controlled genes in skeletal muscle of the zebrafish. , 2012, American journal of physiology. Regulatory, integrative and comparative physiology.
[23] Robert Schaback,et al. Interpolation of spatial data – A stochastic or a deterministic problem? , 2013, European Journal of Applied Mathematics.
[24] H. Hartley,et al. Tests of significance in harmonic analysis. , 1949, Biometrika.
[25] David Ginsbourger,et al. Additive Kernels for Gaussian Process Modeling , 2011, 1103.4023.
[26] J. Hájek. On linear statistical problems in stochastic processes , 1962 .
[27] Olivier Roustant,et al. Calculations of Sobol indices for the Gaussian process metamodel , 2008, Reliab. Eng. Syst. Saf..
[28] Michael L. Stein,et al. Interpolation of spatial data , 1999 .
[29] N. Aronszajn. Theory of Reproducing Kernels. , 1950 .
[30] Seth J Davis,et al. A Complex Genetic Interaction Between Arabidopsis thaliana TOC1 and CCA1/LHY in Driving the Circadian Clock and in Output Regulation , 2007, Genetics.
[31] E. Parzen. An Approach to Time Series Analysis , 1961 .
[32] J. LeConte. An Harmonic Analyzer , 1898 .