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Empirical process

💡 Words with a Similar Meaning to "Empirical process"

Found via reverse dictionary — words that share a conceptual meaning.

WordDefinition
empirical measureIn probability theory, an empirical measure is a random measure arising from a particular realization of a (usually finite) sequence of random variables.
stochastic processnoun(mathematics, probability theory) A function that maps elements of an index set to elements of a collection of random variables; historically, a collection of random variables indexed by a set of numbers usually regarded as points in time.
branching processnoun(mathematics, probability theory) A stochastic process which typically models reproduction of objects, with the assumption that the reproductions of individual particles are mutually independent.
probability distributionnoun(statistics) A distribution of all possible values of a random variable together with an indication of their probabilities.
eventnounAn occurrence; something that happens.
probability theorynoun(mathematics) The mathematical study of probability (the likelihood of occurrence of random events in order to predict the behavior of defined systems).
probability spacenoun(mathematics) A measurable space having a unit measure
stochastic simulationA stochastic simulation is a simulation of a system that has variables that can change stochastically (randomly) with individual probabilities.
markov modelnounA stochastic model for randomly changing systems, where it is assumed that future states depend only on the current state and not those that preceded it.
experimental probabilitynoun(mathematics) The probability that a certain outcome will occur, as determined through experiment.
stochastic driftIn probability theory, stochastic drift is the change of the average value of a stochastic (random) process.
probability mass functionnoun(mathematics) A function that gives the relative probability that a discrete random variable is exactly equal to some value.
data generating processIn statistics and in empirical sciences, a data generating process is a process in the real world that "generates" the data one is interested in.
diffusion processIn probability theory and statistics, diffusion processes are a class of continuous-time Markov process with almost surely continuous sample paths.
marginal distributionnounThe projection of a joint probability distribution onto one of its component random variables.
probability measurenoun(mathematics) A mathematical measure on a probability space that can take on values between 0 and 1, with 0 corresponding to the empty set and 1 to the entire space.
markov processnoun(probability theory) Any stochastic process for which the conditional probability distribution of future states depends only on the current state (and not on past states).
stochastic differential equationnoun(calculus) a type of differential equation in which one or more of the terms is a stochastic process resulting in a solution which is itself a stochastic process
poisson point processIn probability theory, statistics and related fields, a (also known as: Poisson random measure, Poisson random point field and Poisson point field) a type of mathematical object that consists of points randomly located on a mathematical space with the essential feature that the points occur independently of one another.
estimation theorynounA branch of statistics that deals with estimating the values of parameters based on measured empirical data that has a random component.

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