all possible variables

USAGE SUMMARY

The phrase "all possible variables" is correct and usable in written English.
It can be used when discussing a comprehensive range of factors or elements that could influence a situation or outcome. Example: "In this experiment, we need to consider all possible variables that might affect the results."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

28 human-written examples

The superautomatics can't adjust for all possible variables, though.

The New York Times - Tech

But the authors acknowledged that they could not account for all possible variables, and cautioned that it was an observational study that draws no conclusions about cause and effect.

The New York Times - Health

All possible variables were manipulated by students (amplitude, frequency, and phase) for both the MERs.

Research and Practice in Technology Enhanced Learning

Tab 2: All students selected both the MERs and manipulated all possible variables.

Research and Practice in Technology Enhanced Learning

Among other things, this means that AIC model statistics are not defined for "full" models containing all possible variables.

Crime Science

It is well understood that to maximise performance in sport it is important to optimise all possible variables.

The Journal of Headache and Pain

Human-verified similar examples from authoritative sources

Similar Expressions

32 human-written examples

In principle, we can check all possible variable assignments.

EURASIP Journal on Embedded Systems

Run-number of all possible variable combinations for a multivariate regression model.

Environmental Sciences Europe

The "regsubset" regression performs "all subsets" where all possible variable combinations are considered and ranked based on different scoring criteria (adjusted R2, Mallow's C p statistics, BIC, etc).

Carbon Balance and Management

BMA allows the inclusion and exclusion of potential influences by means of a Markov Chain Monte Carlo (MCMC) samplerm investigating the whole model space, i.e. the set of all possible variable combinations that can be employed to represent the dependent variable.

Energy, Sustainability and Society

We fitted models with all possible variable combinations and up to one interaction term, and all possible combinations of interaction terms, if up to 3 variables were included.

Plosone

Expert writing Tips

Best practice

When using "all possible variables", ensure that you have a robust method for identifying and accounting for these variables, particularly in research or experimental settings. Clearly define the scope of "possible" to avoid ambiguity.

Common error

Avoid the assumption that you have truly considered "all possible variables". Acknowledge limitations and potential unobserved or unmeasurable factors, as overconfidence can lead to flawed conclusions.

Linguistic Context

The phrase "all possible variables" functions as a determiner phrase specifying the scope and comprehensiveness of the variables under consideration. Ludwig examples confirm its role in emphasizing a complete enumeration of factors.

Expression frequency: Common

Frequent in

Science

73%

News & Media

17%

Formal & Business

10%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "all possible variables" is a grammatically correct and commonly used expression to emphasize the thorough consideration of factors influencing an outcome. Ludwig AI confirms its prevalent use in scientific and technical contexts, though it also appears in news and business domains. While aiming for complete inclusion is ideal, recognizing limitations and potential unobserved variables remains crucial. Alternatives like ""every conceivable variable"" or ""all potential factors"" offer nuanced alternatives, but the core message of comprehensive consideration remains.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

every conceivable variable

Emphasizes the comprehensiveness of the variables being considered.

all potential variables

Highlights the potential impact of each variable.

every potential factor

Shifts the focus to factors instead of explicitly variables.

all conceivable factors

Similar to 'every conceivable variable', stressing comprehensiveness.

the complete set of variables

Highlights the idea of a full set or collection.

the entire range of variables

Focuses on the spectrum and scope of the variables.

all relevant variables

Highlights the variables that are pertinent to a specific situation.

all pertinent variables

Focuses on the relevance and applicability of each variable.

every influencing factor

Emphasizes the impact and effect of the factors.

all affecting variables

Highlights the variables that have an effect.

FAQs

How can I use "all possible variables" in a sentence?

You can use "all possible variables" to emphasize the comprehensive consideration of factors affecting an outcome. For example, "The study aimed to control for "all possible confounding variables" to ensure the accuracy of the results."

What's a good alternative to "all possible variables"?

Alternatives include "every conceivable variable", "all potential factors", or "the entire range of variables", depending on the specific nuance you want to convey.

Is it always necessary to consider "all possible variables"?

While striving to consider "all possible variables" is ideal, it's often impractical. It's more important to identify and control for the most "relevant variables" that significantly impact the outcome.

How do I identify "all possible variables" in a complex system?

Identifying "all possible variables" requires a systematic approach, including literature reviews, expert consultations, brainstorming sessions, and pilot studies. It's also crucial to acknowledge that some variables may remain unknown or "unmeasurable factors".