The peculiarities of classical Greece make empirical theories of political revolution much easier to imagine than in, say, the Persian Empire, which was a hereditary monarchy for pretty much its ...

To provide quantitative analysis of strategic confrontation game such as cross-border trades like tariff disputes and competitive scenarios like auction bidding, we propose an alternating Markov ...

The α7 nicotinic acetylcholine receptor plays a central role in higher brain functions and is implicated in many neurological disorders. Yet, the therapeutic potential of nicotinic agonists targeting ...

The snippet below shows a basic example of using the package to generate samples from a normal target distribution with random scales. Adapters are used to tune the proposal scale to achieve a target ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Markov state models (MSM) are a popular statistical method for analyzing the ...

particle filtering: bootstrap filter, guided filter, APF. resampling: multinomial, residual, stratified, systematic and SSP. possibility to define state-space models using some (basic) form of ...

From a mathematical point of view, a Markov chain is a stochastic process where the probability of transitioning from one state to another is determined only by the current state, not by the sequence ...

Markov chains are stochastic models that predict future events based solely on the current state. They are referred to as 'Memoryless' due to their independence from previous states. Applications of ...

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