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Many phenomena in biology, chemistry, physics, and engineering are modeled by a system of possibly nonlinear ordinary differential equations that are linear in their unknown constants. Current methods...
For linear and Gaussian state space models parametrized by $\theta_0 \in \Theta \subset \R^{r}, r \geq 1$ corresponding to the vector of parameters of the model, the Kalman filter gives exactly the so...
We point out that the ideas underlying some test procedures recently proposed for testing post-model-selection (and for some other test problems) in the econometrics literature have been around for qu...
Stochastic Kronecker graphs supply a parsimonious model for large sparse real world graphs. They can specify the distribution of a large random graph using only three or four parameters.
The parametrization of multivariate discrete statistical models by marginal log-linear (MLL) parameters provides a great deal of flexibility; in particular, different MLL parametrizations under line...
Beta-binomial/Poisson models have been used by many authors to model multivariate count data. Lora and Singer (Statistics in Medicine, 2008) extended such models to accommodate repeated multivariate...
In biomedical studies, researchers are often interested in assessing the association between one or more ordinal explanatory variables and an outcome variable, at the same time adjusting for covariate...
Ordinary differential equations (ODEs) are commonly used to model dynamic behavior of a system. Because many parameters are unknown and have to be estimated from the observed data, there is growing...
It is argued that the posterior predictive distribution for the binomial and multinomial distributions,when viewed via a hypergeometric-like representa- tion, suggests the uniform prior on the param...
The paper concerns the estimation of univariabb (multivariate) linear regression parameters based on the independent normally distributed random variables (vectors) with unknown variance (p. d. cov...
An invariance principle for processes indexed by two parameters and some statistical applications。
Goodness-of-fit tests based on sums of squared components or the Cramir-von Mises statistic with a growing number d summands are studied in the case of a composite null hypothesis. The tests are se...
The MAPK/ERK pathway is one of the major signal transduction systems which regulates the cellular growth control of all eukaryotes like the cell proliferation and the apoptosis. Because of its importa...
Bayesian classication and regression with high-order interactions is largely infeasible because Markov chain Monte Carlo (MCMC) would need to be applied with a great many parameters, whose number in...

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