excessive number of variables

USAGE SUMMARY

The phrase "excessive number of variables" is correct and usable in written English.
It can be used when discussing situations where there are too many variables involved, often in contexts like research, statistics, or programming. Example: "The model failed to produce reliable results due to the excessive number of variables included in the analysis."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

However, it should be noted that the diverse conditions, compositions, and species tested do not lend to robust meta-level analysis when an excessive number of variables is present.

Chemical and Biological Technologies in Agriculture

The shrinkage of adjusted R from the actual R was small, indicating that there were not an excessive number of variables in the model and that the sample size was sufficient.

BMC Musculoskeletal Disorders

The domains of information and examples of the types of data elements captured by the medical record abstraction tool are described in Table  2; an exhaustive list of all data elements has not been included due to the excessive number of variables and descriptions.

BMC Health Services Research

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

In order to avoid an excessive numbers of variables and unstable estimates, only variables that reached a P-value less than 0.25 were included in the subsequent analysis (multivariate logistic regression analysis model).

BMC Public Health

To avoid the excessive number of design variables, which hinders the optimization task, a compact representation scheme is introduced, using two distinct swarms.

Applied Soft Computing

Such a model, however, would contain an excessive number of independent variables, impeding estimation of the model.

Agricultural and Food Economics

The unknown induced electric potentials are not included in the global governing equations of motion due to the introduction of an elementary condensation scheme based on the electric boundary conditions and thus the present model will not suffer from an excessive number of potential field variables.

International Journal of Solids and Structures

Variables related to the syndrome are excessive number of patient consultations, excessive responsibility over clinical decisions that exceed the level appropriate for the primary care setting, and difficulties in accessing continuing medical training [ 8].

BMC Family Practice

They avoid inaccurate extrapolations that could result in an excessive number of experiments to confirm predictions.

Computer Aided Chemical Engineering

However an excessive number of factors or levels are not considered.

Construction and Building Materials

This effect arises from having an excessive number of angular measurements in relation to the number of retrieved parameters.

Remote Sensing of Environment

Expert writing Tips

Best practice

When using "excessive number of variables" in research papers, be specific about which variables are excessive and why they complicate the analysis. Quantify the impact whenever possible.

Common error

Avoid using "excessive number of variables" as a vague critique. Instead, identify the specific variables that are causing issues and explain how they hinder the analysis or process.

Linguistic Context

The phrase "excessive number of variables" functions as a noun phrase, typically serving as the subject or object of a sentence. As demonstrated by Ludwig, this phrase describes a situation where the quantity of variables is considered too high, leading to potential problems in analysis or modeling.

Expression frequency: Uncommon

Frequent in

Science

64%

News & Media

34%

Wiki

2%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "excessive number of variables" is a grammatically correct noun phrase used to describe situations where the quantity of variables is not only large, but also problematic. Ludwig AI confirms its acceptability in written English. It's most commonly found in scientific and news contexts, as exemplified by Ludwig. When using this phrase, be specific about the variables and the issues they cause, avoiding vague critiques. Alternatives include "too many variables" or "overabundance of variables". Overall, while not extremely frequent, this phrase is a useful and valid way to express complexity due to numerous factors.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

too many variables

More direct and simpler phrasing.

an excess of variables

Uses "excess" as a noun to indicate the overage.

overabundance of variables

Replaces "excessive" with "overabundance", emphasizing the surplus.

surplus of variables

Uses "surplus" instead of "excessive" to indicate more than needed.

too many factors

Substitutes "variables" with "factors", broadening the scope slightly.

an unmanageable number of variables

Highlights the difficulty in handling the large quantity.

a large number of variables

A more neutral way of expressing a high quantity of variables.

a multitude of variables

Employs "multitude" to convey a large quantity of variables.

a plethora of variables

Employs "plethora" to convey a great, almost overwhelming, quantity.

a vast number of variables

Uses "vast" to emphasize the large quantity.

FAQs

How can I rephrase "excessive number of variables" in a sentence?

You can use alternatives like "too many variables", "overabundance of variables", or "surplus of variables" to convey a similar meaning.

What does it mean to have an "excessive number of variables" in a statistical model?

Having an "excessive number of variables" in a statistical model means that the model includes too many predictors relative to the sample size. This can lead to overfitting, where the model fits the noise in the data rather than the true underlying relationships.

When is it appropriate to use the phrase "excessive number of variables"?

It's appropriate to use "excessive number of variables" when you want to emphasize that the quantity of variables is not just large, but also problematic, leading to complications, instability, or difficulty in analysis.

What are some strategies for dealing with an "excessive number of variables" in a study?

Strategies include reducing the number of variables through feature selection, combining variables using techniques like principal component analysis, or increasing the sample size to support the number of variables.