Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
stochastic
Grammar usage guide and real-world examplesUSAGE 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
Alternative expressions(4)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
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
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
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
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 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 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 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
Their thinking was embodied in a new genre of working models of the economy, called "dynamic stochastic general equilibrium" (DSGE) models.
News & Media
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
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 key to this efficiency is the free energy arriving by stochastic resonance.
News & Media
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.
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.
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.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
random
More commonly used and easily understood, applicable in broader contexts.
randomly determined
Emphasizes the process by which something is decided without a specific pattern.
probabilistic
Highlights the role of probability in determining outcomes.
aleatory
Similar to stochastic, emphasizing chance or randomness; often used in philosophical or artistic contexts.
chance-based
Indicates reliance on chance or luck.
unpredictable
Focuses on the inability to foresee outcomes.
unforeseeable
Highlights the impossibility of predicting future events or outcomes.
haphazard
Suggests a lack of planning or organization.
indeterminate
Focuses on the lack of fixed or defined characteristics or outcomes.
fortuitous
Implies a lucky or accidental occurrence.
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.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
86%
Authority and reliability
4.4/5
Expert rating
Real-world application tested