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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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most likely states

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "most likely states" is correct and usable in written English.
It can be used when discussing probabilities or predictions regarding certain conditions or situations that are expected to occur. Example: "Based on the current data, the most likely states for the outcome of the experiment are A and B."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

11 human-written examples

Find the most likely states from the distribution.

Among them are the max-log maximum a posteriori probability (MAP) algorithm [5] and the soft-output Viterbi algorithm (SOVA) [6], which are roughly twice as complex as the Viterbi algorithm [7], and the soft-output M-algorithm (SOMA) [8], which reduces complexity by considering only the M most likely states at each trellis section.

The latest polls showed growing support for a measure to legalize marijuana in Massachusetts, leading advocates to see it as one of the most likely states to do so.

News & Media

Huffington Post

Based on voter demographics, the most likely states to approve a ballot initiative have already voted no on ballot initiatives so the chances of success get smaller in each successive state in which initiatives appear on the ballot.

News & Media

HuffPost

The most likely states of nodes G, B, and C are active/present; consistent with that, G and B both, most probably, activate C. Similarly, node C (most probably) inhibits node E and activates node D, a situation consistent with the probable states of nodes D and E, respectively.

Science

Plosone

This allows the prediction of the most likely states for the next time step.

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Human-verified similar examples from authoritative sources

Similar Expressions

49 human-written examples

Changes in the most likely state induced by switching from the full tree model to a partition model are more frequent under Mk2 than under Mk1.

Science & Research

Nature

This causes nodes sensitive to arbitrary transition rate change to be detectable a priori only via an observed change of most likely state depending on the transition rate.

Science & Research

Nature

We further show that altering transition rates, while all other parameters remain unchanged, can impact the most likely state of a node.

Science & Research

Nature

For each word separately, one imagines a copy of the automaton generating occurrences of the word, and computes its most likely state sequence over the course of the stream.

Our method matches real sensor measurements against expected measurements obtained by a sensor simulation to efficiently and accurately identify the most likely state of each object even if the robot is in motion.

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Expert writing Tips

Best practice

When using "most likely states", ensure you provide the context or data that supports the likelihood. This strengthens your argument and makes your claim more credible.

Common error

Avoid using "most likely states" as a definitive prediction without sufficient evidence. Instead, acknowledge the possibility of other outcomes and provide a rationale for your assessment.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

83%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "most likely states" functions as a descriptive adjective phrase followed by a noun. It modifies the noun "states" to indicate which conditions or situations are the most probable or expected, based on available information. As Ludwig AI underlines, this phrase is correct and usable in written English.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

30%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "most likely states" is a grammatically sound and usable expression for indicating anticipated conditions or outcomes. Ludwig AI confirms its correctness and suitability in written English. Appearing most frequently in scientific and news contexts, it serves to convey a sense of expectation based on available data and analysis. While alternatives such as "most probable scenarios" or "most plausible conditions" exist, the core meaning remains consistent. When employing this phrase, it is crucial to substantiate claims with supporting evidence to enhance credibility. The phrase’s effectiveness lies in its ability to articulate informed predictions, provided they are grounded in thorough evaluation and justified assumptions.

FAQs

How can I use "most likely states" in a sentence?

You can use "most likely states" to describe the anticipated condition or scenario based on current information. For example, "Based on the forecast models, the "most likely states" for the economy are expansion and stability".

What's a good alternative to "most likely states"?

Alternatives include "most probable scenarios", "most plausible conditions", or "most predictable outcomes", depending on the context.

Is it better to say "most likely states" or "most probable states"?

"Most likely states" and "most probable states" are often interchangeable, but "most likely" implies a degree of confidence based on available evidence, while "most probable" suggests a mathematical calculation. Choose the phrase that best fits your intended emphasis.

What factors influence the determination of "most likely states"?

The determination of "most likely states" depends on the context and available data. Factors may include statistical probabilities, historical trends, expert opinions, and current conditions. The accuracy of the assessment relies on the quality and completeness of the information used.

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Source & Trust

83%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: