heterogeneous choice

USAGE SUMMARY

The phrase "heterogeneous choice" is correct and usable in written English.
It can be used in contexts where you want to describe a selection or decision-making process that involves diverse or varied options. Example: "The study focused on the impact of heterogeneous choice on consumer behavior in different markets."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

We applied the heterogeneous choice model procedure, 84 for which we fitted heteroscedastic binary response models via maximum likelihood and ran likelihood tests to compare both models (results can be requested from the author).

BMJ Open

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

In the current study, too few respondents opted for a partner from another migrant group, and those who did made very heterogeneous choices.

European Journal of Population

Microsoft needs to recognize that the world has become far more heterogeneous and choice-driven than ever.

TechCrunch

In order to get an efficient specification and simulation of a heterogeneous system, the choice of an appropriate model of computation (MoC) for each system part is essential.

EURASIP Journal on Embedded Systems

The study in this paper will help to understand heterogeneous travelers' route choice behavior and can serve as a useful tool for evaluating the effects of various transport policies on different user classes at the strategic level.

Journal of Transportation Systems Engineering and Information Technology

Usually, available experimental data are obtained under different conditions using heterogeneous techniques, whose choice must be done according to the observation of a specific phenomenon of interest on the pathways [ 2, 4– 6].

BioMed Research International

Considering that seed sourcing decisions are often based on geographic proximity, and the broad distribution of many plant species in heterogeneous landscapes, the choice of appropriate genetic material for restoration requires an understanding of patterns of adaptation across a range of scales.

Evolutionary Applications

The goal of this paper is to evaluate the nature and extent of such bias by (a) modifying the Sub-Regional TimodelSupply (SRto) model to reflect landowner heterogeneity; and (b) using estimated parameters to tie timber markets to heterogeneous individual supply choices.

Forest Policy and Economics

Such components may be heterogeneous in their choices of languages and components, span all levels of engineering maturity and evolve at different rates.

Briefings in Bioinformatics

Some recent attempts on constructing heterogeneous designs for stated choice experiments where different respondents or groups of respondents get different subdesigns have proven successful.

Journal of Choice Modelling

Compared to homogeneous designs where all respondents get the same choice sets, heterogeneous designs allow for more variation in the attribute levels resulting in a larger amount of information on the respondents' preferences.

Journal of Choice Modelling

Expert writing Tips

Best practice

When using "heterogeneous choice", ensure the context clearly indicates that the options or elements being chosen from are indeed diverse or varied in nature. This phrase is best suited for technical, scientific, or academic writing.

Common error

Avoid using "heterogeneous choice" in everyday situations where simpler terms like "varied options" or "diverse selection" would suffice. Overusing technical jargon can make your writing sound pretentious.

Linguistic Context

The phrase "heterogeneous choice" functions as a noun phrase where "heterogeneous" modifies the noun "choice". According to Ludwig AI, it is a correct and usable phrase, particularly in academic and technical contexts. The examples show its use in describing varied selections or options.

Expression frequency: Uncommon

Frequent in

Science

69%

News & Media

12%

Formal & Business

12%

Less common in

Wiki

3%

Encyclopedias

2%

Reference

0%

Ludwig's WRAP-UP

In summary, "heterogeneous choice" is a grammatically correct phrase used to describe selection processes involving diverse or varied options. Ludwig AI confirms its validity and usability, particularly in formal, scientific, and technical contexts. While not a very common phrase, it is appropriate when precision is needed to convey the diversity of choices. Simpler alternatives like "varied options" or "diverse selection" may be suitable in less formal settings. Its register is formal and scientific, and overuse in simple contexts should be avoided.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

varied selection

This alternative replaces "heterogeneous" with "varied", emphasizing the diversity of options available.

diverse option

This alternative replaces "choice" with "option" emphasizing the different possibilities.

dissimilar selection

Using "dissimilar" in place of "heterogeneous" highlights the lack of uniformity among the options.

eclectic preference

Shifting to "eclectic preference" suggests a choice based on a wide-ranging taste or inclination.

mixed assortment

This phrase highlights a combination of different items or options, emphasizing variety.

varied preference

This alternative focus on how people can have different tastes.

diverse array

Switching to "diverse array" stresses the range of options presented.

uncommon selection

Replacing "heterogeneous" with "uncommon" suggests that the choices are not typical or ordinary.

non-uniform decision

This alternative emphasizes the lack of uniformity in the decision-making process.

miscellaneous pick

Emphasizes the randomness of the selection.

FAQs

How can I use "heterogeneous choice" in a sentence?

You can use "heterogeneous choice" to describe situations where there is a diverse range of options or preferences. For example: "The study examined the impact of "heterogeneous choice" on consumer behavior".

What's a simpler alternative to "heterogeneous choice"?

Alternatives include "varied options", "diverse selection", or "mixed assortment", depending on the specific context.

In what contexts is "heterogeneous choice" most appropriate?

"Heterogeneous choice" is best suited for academic, scientific, or technical writing where a precise description of diverse options is necessary. It may not be appropriate for informal or casual communication.

Is there a difference between "heterogeneous choice" and "homogeneous choice"?

Yes. "Heterogeneous choice" refers to a selection from diverse options, while "homogeneous choice" implies selecting from options that are similar or uniform. They are opposite in meaning.