categorical choice

USAGE SUMMARY

The phrase "categorical choice" is correct and usable in written English.
It can be used in contexts where a decision or selection is made that is absolute or unqualified. Example: "In the survey, participants were asked to make a categorical choice between the two options provided."

✓ Grammatically correct

Science

Surveys

Decision-making

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

Attractor models describe the decision process as a stimulus-triggered transition from the spontaneous activity state and a decision state decision state associated with a given categorical choice.

Plosone

These experimental findings have motivated the study of biologically plausible winner-take-all network models, in which strong recurrent excitation and feedback inhibition allow the network to form a categorical choice upon stimulation.

Plosone

However, as emphasised previously, the analysis made it essential for certain borderline productions to be classified in a category according to the majority of their features; this situation suggests that arguing for a categorical choice between four possible realisations is not plausible, as some productions did not fall unambiguously under a particular category.

Plosone

Decision-making systems accumulate evidence in favour of different alternatives across time, and generate a categorical choice.

eLife

This temporal evolution from action value difference to categorical choice was selectively present in DLPFC, but not ACC (n = 321 neurons) or OFC (n = 212 neurons).

eLife

Owners/carers were asked to grade crib-biting behaviour frequency as a categorical choice and on a 10cm (100mm) visual analogue scale (VAS).

BMC Veterinary Research

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

Econometric models such as multivariate probit/logit, multinomial probit/logit, conditional or mixed, or nested logit are useful models for analysis of categorical choice-dependent variables.

Agricultural and Food Economics

The purpose of using probabilistic output from classification is to support high-quality part retrieval by motivating user relevance feedback from a ranked list of top categorical choices.

Computers & Graphics

These are the network states associated with the two categorical choices.

Plosone

We have chosen to focus on reaction time data to highlight the important role of the response model and to show that optimal responses are not just limited to categorical choices.

Plosone

Question formats included categorical choices and some open ended questions.

BMC Veterinary Research

Expert writing Tips

Best practice

When using "categorical choice", ensure the context clearly indicates a selection from distinct, non-overlapping categories. This adds precision to your writing.

Common error

Avoid using "categorical choice" when describing a general preference or inclination. Instead, reserve it for situations involving selections from well-defined categories.

Linguistic Context

The phrase "categorical choice" functions as a noun phrase, typically used as the object of a verb or preposition. It refers to the act of selecting an option from a set of distinct categories. Ludwig AI confirms this usage through various examples.

Expression frequency: Uncommon

Frequent in

Science

70%

Formal & Business

15%

News & Media

10%

Less common in

Encyclopedias

2%

Social Media

2%

Wiki

1%

Ludwig's WRAP-UP

In summary, "categorical choice" is a noun phrase used to describe the selection of an option from a set of distinct categories. Ludwig AI insights confirm its grammatical correctness and usage across various scientific and general contexts. While not as frequent as some other phrases, it adds precision to writing when used appropriately. Remember to reserve it for situations involving selections from well-defined categories and avoid using it for vague preferences. Alternatives like "outright choice" or "definitive choice" may be suitable depending on the specific context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

outright choice

Emphasizes the decisiveness and clarity of the choice.

unambiguous choice

Highlights the lack of uncertainty or vagueness in the selection.

definitive choice

Indicates a final and conclusive decision.

decisive choice

Suggests a firm and resolute selection.

absolute choice

Stresses the unrestricted and unconditional nature of the choice.

clear-cut choice

Implies a straightforward and easily distinguishable selection.

nominal choice

Refers to a selection that exists in name only or is formally recognized.

categorical option

Replaces "choice" with "option", emphasizing the availability of distinct categories.

strong choice

Highlights the strength and conviction behind the choice.

unconditional choice

Emphasizes that the decision is not subject to any limitations or requirements.

FAQs

How is "categorical choice" used in research?

In research, "categorical choice" typically refers to selecting one option from a set of mutually exclusive categories, often used in surveys or experiments. Alternatives include "definitive choice" or "unambiguous choice".

What are some alternatives to using the phrase "categorical choice"?

Depending on the context, you can use phrases like "outright choice", "absolute choice", or "clear-cut choice".

When is it appropriate to use "categorical choice" versus other types of choices?

"Categorical choice" is most appropriate when the options represent distinct categories. Use other terms when describing preferences on a spectrum or continuous scale.

Is there a difference between "categorical choice" and "categorical options"?

"Categorical choice" refers to the act of choosing, while "categorical options" refers to the available selections. For instance, the "categorical options" were presented, and the participant made a "categorical choice".