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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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stochastic

Grammar usage guide and real-world examples

USAGE SUMMARY

The word 'stochastic' is correct and usable in written English.
It can be used to refer to something that is random or contains elements of randomness. For example, you could say "The voting process is somewhat stochastic, as which candidate wins depends on the whims of the public."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Caughley argued that the former contributed little to the conservation of species in the wild because, beyond the trivial insight that small populations are subject to stochasticity, stochastic models do not provide insight into why species are at risk.

Science

SEP

By 1968 he had concluded that they could be kept in order by stochastic (ie, random) cooling: identifying a wayward particle on one side of the accelerator ring, sending a signal directly across to the other end, and tweaking the magnetic field to nudge the oncoming errant particle back into the beam.But could it be made to work in practice?

News & Media

The Economist

Yet quietness prevailed when Mr van der Meer announced one morning: "I can do everything with stochastic cooling," and Mr Rubbia had to agree.In 1978 the project got the go-ahead; the protons and antiprotons, neatly marshalled, collided, and in January 1983 the team announced the first sightings of W. They made the front page of the New York Times.

News & Media

The Economist

He is using statistical techniques in particular, a method called stochastic pi-calculus to model how biological systems api-calculus toe with timodels colleagues, meanwhowe, are examining how the spread of diseases such as malaria and AIDS can biological of asystemsmappearsystoms.

News & Media

The Economist

The grand synthesis being taught makes the equilibrium stochastic and dynamic, but that is all.Capitalism is, however, a disequilibrium dynamic stochastic system as Marx, Wicksell, Schumpeter and Hayek have told us over the past two centuries.

News & Media

The Economist

The Mittelstand was by far the most popular, with the least variation in attitudes.In this section Oil and trouble Gross and net returns Plastic stochastic Prudence penalised Home is where the capital is Breaking the camel's back Up and at 'em Concrete benefits ReprintsThis came in handy when the credit crunch hit, leaving Mittelstand firms struggling to borrow from banks.

News & Media

The Economist

The cheap resources of the 1990s, in contrast, helped to buoy real wages in the rich world.In this section Oil and trouble Gross and net returns Plastic stochastic Prudence penalised Home is where the capital is Breaking the camel's back Up and at 'em Concrete benefits ReprintsProducing countries, many of which are relatively poor, suffer when prices drop.

News & Media

The Economist

Their thinking was embodied in a new genre of working models of the economy, called "dynamic stochastic general equilibrium" (DSGE) models.

News & Media

The Economist

The financial crisis has sparked another.The crisis showed that the standard macroeconomic models used by central bankers and other policymakers, which go by the catchy name of "dynamic stochastic general equilibrium" (DSGE) models, neither represent the financial system accurately nor allow for the booms and busts observed in the real world.

News & Media

The Economist

They do badly in a crisis, however, because their "dynamic stochastic" element only amounts to minor fluctuations around a state of equilibrium, and there is no equilibrium during crashes.ABMs, in contrast, make no assumptions about the existence of efficient markets or general equilibrium.

News & Media

The Economist

The key to this efficiency is the free energy arriving by stochastic resonance.

News & Media

The Economist
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Expert writing Tips

Best practice

When using "stochastic", ensure your audience understands the technical context. If not, consider using a more common term like "random" or "unpredictable".

Common error

Don't use "stochastic" interchangeably with "deterministic". "Stochastic" implies randomness, while "deterministic" implies predictability.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

86%

Authority and reliability

4.4/5

Expert rating

Real-world application tested

Linguistic Context

The word "stochastic" primarily functions as an adjective. As Ludwig AI confirms, it modifies nouns to indicate a process or system involving randomness or probability. The examples provided highlight its use in describing models, processes and systems.

Expression frequency: Common

Frequent in

Science

70%

News & Media

20%

Encyclopedias

10%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "stochastic" is a technical adjective indicating randomness or probability within a system or process. As Ludwig AI confirms, its primary grammatical function is to describe nouns, typically in scientific, academic, or technical contexts. While grammatically correct, it's crucial to consider the audience's familiarity with the term and opt for more accessible alternatives like "random" or "unpredictable" when appropriate. Predominantly found in scientific and news media sources, its correct usage lies in specifying the element of chance involved in various models and processes. Avoid confusing it with deterministic concepts, and ensure clarity when communicating with a non-technical audience.

FAQs

How to use "stochastic" in a sentence?

You can use "stochastic" to describe processes or models that involve randomness, for example, "The model uses a "stochastic process" to simulate market fluctuations."

What does "stochastic" mean?

"Stochastic" means involving or relating to chance or probability. It describes something that is random or has a random component.

Which is correct, "stochastic" or "deterministic"?

The choice between "stochastic" and "deterministic" depends on the context. Use "stochastic" when randomness is involved, and "deterministic" when outcomes are predictable.

What can I say instead of "stochastic"?

You can use alternatives like "random", "probabilistic", or "unpredictable" depending on the context.

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Source & Trust

86%

Authority and reliability

4.4/5

Expert rating

Real-world application tested

Most frequent sentences: