Sentence examples for on previous states from inspiring English sources
(P(X_t | Z_t)) represents the possible states of the tracked object based on previous states and measurements.
Observations in Markov models are assumed dependent on previous states.
This transformation allowed us to generate predictions dependent on previous states and to apply a Bayesian approach, namely, the Markov chain Monte Carlo (MCMC) method.
The Markov Model is a memoryless process which describes the evolution of disease between health states in a stochastic way based on the transition probabilities [ 16], which depend only on the current state of the process and not on previous states.
However, due to the small sample size in some cases, we have just conditioned on previous state and interacted it with some of the explanatory variables.
On September 12, George Mason of Virginia suggested the addition of a Bill of Rights to the Constitution modeled on previous state declarations, and Elbridge Gerry of Massachusetts made it a formal motion.
The progress of the system only depends on previous state (e.g. Markov process).
The models proposed in this article are more general than Markov models for the following reasons: The transition hazards between different disease states are allowed to depend on previous state occupation times.
When a random interleaver is used, the Markov assumption, stating that the current state is only dependent on a finite history of previous states, is violated since the interleaver randomizes the encoded data according to some predetermined random permutation.
That is, the future outcome of a process depends only on the present state and does not depend on when the last transition occurred or on the previous states.
In case there are major differences between the delays of the different reactions, it is possible to use target functions on the previous states of the systems rather than on the current state.
