for arbitrary assumptions

USAGE SUMMARY

The phrase "for arbitrary assumptions" is correct and usable in written English.
It can be used in contexts where you are discussing conditions or premises that are not based on specific criteria or rules. Example: "The model was designed to accommodate for arbitrary assumptions, allowing for greater flexibility in its application."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

There is no need for arbitrary assumptions.

The Economist

A limitation of such approaches is the need for arbitrary assumptions.

American Journal of Epidemiology

This method accounts for dependencies in the data and avoids the need for arbitrary assumptions about transmission routes and events by adopting a data augmentation approach.

American Journal of Epidemiology

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Another limitation that concerns both bias adjustment and extrapolation from animal to human is the potential for the introduction of extra uncertainty through the (usually arbitrary) assumptions made for each scenario under consideration.

Environmental Health: A Global Access Science Source

Customs officials would either have to assess the emissions embedded in imports, an impossibly complicated task, or make arbitrary assumptions, a recipe for a trade war.

The Economist

To avoid introducing any arbitrary assumptions about the data, for each histone modification we selected the 1000 regions with the highest difference in each direction as differentially enriched regions.

BMC Medical Genomics

For one thing, it relies on some 18 arbitrary assumptions being true.

The Economist

These rather arbitrary assumptions need to be made for automatic annotation but are erroneous.

DNA Research

In addition, information about positions of binding sites in enhancers was not considered, and somewhat arbitrary assumptions about which proteins are required for activity were made.

BMC Systems Biology

We discourage the practice of excluding certain pseudo-absence data because it involves arbitrary assumptions about what are (un)suitable environments for the species being modelled.

Ecological Modelling

It is now known to be accurate only for objects of relatively large mass and for relatively high energies, as it consists of theories with arbitrary assumptions of quantization, devised to explain phenomena that classical physics could not explain.

Physical Chemistry

Expert writing Tips

Best practice

When discussing models or theories, clearly state that you are accounting "for arbitrary assumptions" to show that your work acknowledges potential biases or uncertainties. This conveys transparency and robustness in your methodology.

Common error

Avoid using "for arbitrary assumptions" when you actually mean necessary assumptions. Arbitrary assumptions are made without a specific reason, while necessary assumptions are required for the model to function. Ensure your language accurately reflects the nature of the assumptions being made.

Linguistic Context

The phrase "for arbitrary assumptions" functions as a prepositional phrase modifying a verb or noun, indicating that certain actions or conclusions are being made based on assumptions lacking a specific or rational justification. Ludwig AI indicates this construction is grammatically correct and found primarily in technical or analytical contexts.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

30%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "for arbitrary assumptions" is a grammatically correct construction used to acknowledge and account for potentially unfounded or unjustified premises in an analysis, model, or argument. As indicated by Ludwig, while the usage is valid, it is important to use this phrase judiciously and transparently. Common contexts include scientific research and news reporting, highlighting the need for caution and awareness when dealing with uncertain elements. Remember to clearly state and, if possible, validate the assumptions made to ensure the robustness of your conclusions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

assuming without justification

Directly states the lack of justification for the assumptions.

based on unfounded premises

Changes the structure to emphasize the lack of foundation for the assumptions.

making unreasoned presumptions

Highlights the lack of logical reasoning behind the presumptions.

relying on unsubstantiated claims

Focuses on the lack of evidence supporting the assumptions.

using subjective criteria

Highlights the personal and potentially biased nature of the criteria.

with no rational basis

Emphasizes the absence of a logical or rational foundation.

operating under random conditions

Emphasizes the randomness and lack of control in the conditions.

on the basis of speculation

Indicates that the assumptions are based on guesswork or conjecture.

depending on untested hypotheses

Focuses on the experimental nature and lack of validation of the hypotheses.

taking liberties with the data

Suggests a disregard for the integrity and accuracy of the data.

FAQs

How can I avoid making "for arbitrary assumptions" in my analysis?

To minimize the use of "for arbitrary assumptions", base your models and conclusions on solid evidence, conduct thorough research, and clearly document all your methodological choices. Validate assumptions whenever possible with empirical data or expert opinions. This is a good scientific approach.

When is it acceptable to account "for arbitrary assumptions"?

Accounting "for arbitrary assumptions" is acceptable when exploring a range of possibilities or when dealing with inherent uncertainties. However, you must acknowledge these assumptions and analyze their potential impact on the results.

What are some alternatives to saying "for arbitrary assumptions"?

Instead of "for arbitrary assumptions", you might use phrases like "based on unfounded premises", "relying on unsubstantiated claims", or "assuming without justification", depending on the nuance you wish to convey.

Is it better to clearly state an assumption or to account "for arbitrary assumptions"?

It is always better to explicitly state your assumptions, even if they seem arbitrary. Transparency improves credibility and allows others to evaluate the potential impact of those assumptions on your findings. Avoid making assumptions without acknowledging and justifying them.