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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
minimize the variation
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "minimize the variation" is correct and usable in written English.
It can be used in contexts where you want to reduce differences or fluctuations in data, results, or processes. Example: "To ensure consistency in our experiments, we need to minimize the variation in our sample sizes."
✓ Grammatically correct
Science
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
47 human-written examples
It would be possible to procedurally minimize the variation in the number of MTP sites, but effectively, this minimization of variation would entail searching for MTPs that were less powerful for some genes.
Science
Two considered objectives are to minimize the line efficiency and minimize the variation of workload.
To collect frequent data, the system is designed to maximize the chance of measure and minimize the variation of measuring.
Optimization was undertaken not only to yield the best performance, but also to minimize the variation in quality.
Science
The model aims to minimize the variation in surface temperature and excessive reheating of the billet strands.
Science
In order to minimize the variation in the solar absorptance due to the fabrication error, the robust optimization can be performed during the design process.
Human-verified similar examples from authoritative sources
Similar Expressions
13 human-written examples
The purpose of this original gradient mode is to minimize the variations of the temperatures and the pressures across and along the column during the gradient time.
Science
Hence, this paper suggests KBE development via a fuzzy logic system (FLS) to overcome the aforementioned challenge and minimize the variations present in the analysis.
To minimize the variations and capture the merits of individual ranking methods, four different composite ranks were computed by combining selected individual ranks.
It was used to minimize the variations which were caused by microbial activity at different temperatures.
For high PMT, we normalized replicated data to minimize the variations caused by experimental procedures using the Lowess normalization method in the LMGene Package in R [3, 29].
Science
Expert writing Tips
Best practice
When aiming for consistency in experimental results or manufacturing processes, actively "minimize the variation" by carefully controlling external factors. For instance, use standardized protocols or equipment calibration.
Common error
Avoid focusing solely on internal controls when trying to "minimize the variation". Remember to account for external factors like environmental conditions or operator technique, which can introduce significant inconsistencies.
Source & Trust
81%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "minimize the variation" primarily functions as a directive, often found within procedural descriptions or instructions. It indicates the necessity or intention to reduce discrepancies or fluctuations within a system or dataset, as evidenced by Ludwig's examples.
Frequent in
Science
98%
Formal & Business
1%
News & Media
1%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "minimize the variation" is a grammatically sound and frequently used expression, particularly in scientific and technical writing. As indicated by Ludwig, its purpose is to direct actions aimed at reducing differences or fluctuations to achieve consistency and reliability. While predominantly found in formal and scientific contexts, writers should consider external factors that can introduce inconsistencies and actively control these influences. Alternatives such as "reduce the variability" or "control the variability" may be considered based on the specific nuances of the context.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
control the variability
Focuses on managing and keeping variation within acceptable bounds.
reduce the fluctuation
Focuses more specifically on reducing back and forth changes or oscillations.
limit the deviation
Highlights restricting the extent to which something departs from a standard or norm.
decrease the dispersion
Emphasizes reducing the spread or scattering of data or elements.
curtail the fluctuation
Suggests restricting frequent irregular changes back and forth.
lessen the diversity
Implies reducing the range of different elements or characteristics within a group.
mitigate the differences
Emphasizes reducing the impact or severity of existing differences.
dampen the oscillation
Specific to reducing rhythmic back and forth movement.
attenuate the fluctuation
Emphasizes weakening or reducing the intensity of variations.
stabilize the inconsistency
This suggests making something irregular more firm and less likely to change.
FAQs
How can I use "minimize the variation" in a sentence?
You can use "minimize the variation" when you want to describe an action taken to reduce differences or fluctuations. For example, "The goal of the experiment is to "minimize the variation" in the results."
What are some alternatives to "minimize the variation"?
Alternatives include "reduce the variability", "control the variability", or "limit the deviation" depending on the specific context.
Which is correct, "minimize the variation" or "minimize the variances"?
"Minimize the variation" is generally used when referring to a general concept of reducing differences. "Minimize the variances" is used in statistical contexts, referring specifically to the reduction of statistical variance.
What does it mean to "minimize the variation" in an experiment?
To "minimize the variation" in an experiment means to reduce the amount of difference or fluctuation between individual data points or experimental runs, to improve the reliability and validity of the results.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
81%
Authority and reliability
4.6/5
Expert rating
Real-world application tested