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Vector autoregressive models characterize a variety of time series in which linear combinations of current and past observations can be used to accurately predict future observations.
“Point spectra of some self-exciting and mutually-exciting point processes,”
A. G. Hawkes, · 1971
Earlier work this paper cites.
“Point spectra of some mutually-exciting point processes,”
A. G. Hawkes, · 1971
Earlier work this paper cites.
“Some examples of statistical estimation applied to earthquake data,”
D. Vere-Jones and T. Ozaki, · 1982
Earlier work this paper cites.
Convergence of Stochastic Processes
D. Pollard, · 1984
Earlier work this paper cites.
“A regression model for time series of counts,”
Scott L Zeger, · 1988
Earlier work this paper cites.
“Time series count data regression,”
Kurt Brännäs and Per Johansson, · 1994
Earlier work this paper cites.
“Speed limitation and motorway casualties: a time series count data regression approach,”
Per Johansson, · 1996
Earlier work this paper cites.
Hidden Markov and other models for discrete-valued time series
Iain L MacDonald and Walter Zucchini, · 1997
Earlier work this paper cites.
“On modified logarithmic Soboloev inequalities for Bernoulli and Poisson measures,”
S. G. Bobkov and M. Ledoux, · 1998
Earlier work this paper cites.
“A modelling framework for the prices and times of trades made on the new york stock exchange,”
Tina Hviid Rydberg and Neil Shephard, · 1999
Earlier work this paper cites.
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Y. Ogata, · 1999
Earlier work this paper cites.
“A state space model for multivariate longitudinal count data,”
Bent Jørgensen, Soren Lundbye-Christensen, PX-K Song, and Li Sun, · 1999
Earlier work this paper cites.
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Albert-László Barabási and Réka Albert, · 1999
Earlier work this paper cites.
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Gary K Grunwald, Rob J Hyndman, Leanna Tedesco, and Richard L Tweedie, · 2000
Earlier work this paper cites.
“Small world effect in an epidemiological model,”
M. Kuperman and G. Abramson, · 2001
Earlier work this paper cites.
Empirical Process Techniques for Dependent Data
S. van de Geer, · 2002
Earlier work this paper cites.
“Estimating a state-space model from point process observations,”
A. C. Smith and E. N. Brown, · 2003
Earlier work this paper cites.
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David Kempe, Jon Kleinberg, and Éva Tardos, · 2003
Earlier work this paper cites.
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Earlier work this paper cites.
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Michael A Benjamin, Robert A Rigby, and D Mikis Stasinopoulos, · 2003
Earlier work this paper cites.
An introduction to the theory of point processes, Vol. I: Probability and its Applications
D. J. Daley and D. Vere-Jones, · 2003
Earlier work this paper cites.
“Modeling time series count data: an autoregressive conditional Poisson model,”
Andréas Heinen, · 2003
Earlier work this paper cites.
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Christian Houdré and Patricia Reynaud-Bouret, · 2003
Earlier work this paper cites.
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“On model selection consistency of LASSO,”
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“Multiscale Poisson intensity and density estimation,”
R. Willett and R. Nowak, · 2007
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M. Raginsky, S. Jafarpour, Z. Harmany, R. Marcia, R. Willett, and R. Calderbank, · 2011
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“Minimax rates of estimation for high-dimensional linear regression over ℓ q \ell_{q} -balls,”
G. Raskutti, M. J. Wainwright, and B. Yu, · 2011
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Statistics for High-Dimensional Data: Methods, Theory and Applications
P. Bühlmann and S. van de Geer, · 2011
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M. Hinne, T. Heskes, and M. A. J. van Gerven, · 2012
Later among the works it cites.
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