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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
provide margin for error
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "provide margin for error" is correct and usable in written English.
It can be used when discussing the allowance for mistakes or inaccuracies in a plan, calculation, or process. Example: "When planning the project timeline, it's important to provide margin for error to account for any unforeseen delays."
✓ Grammatically correct
News & Media
Academia
Science
Alternative expressions(2)
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
1 human-written examples
If the one new salesperson has a bad month or takes a vacation, the company suffers, whereas three salespeople provide margin for error.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
We also provide margin distribution bounds for generalization error of voting classifiers in finite VC-dimension space.
Science
That does not provide much margin for error.
News & Media
Although rejecting the New York Times malice standard where the plaintiff is neither a public official nor a public figure, there the Court nevertheless deprived the private plaintiff of his common-law remedies, making recovery more difficult in order to provide a margin for error.
Academia
Bouchard came out firing in the second set but her hard, flat hitting provides scant margin for error and can, as it was here, be a millstone when things are less than 100%.
News & Media
These valuations leave little margin for error.
News & Media
Fortunately, New York has very few serious elections and most races are decided by huge margins that provide very wide margins for error.
News & Media
He wasn't throwing as hard — his fastball velocity dropped from 93.1 mph in 2017 to 90.9 mph this season — and spent the regular season adjusting as necessary to counter the trimmer margin for error provided by his diminished stuff.
News & Media
The best thing they could do for readers would be to persuade Nielsen to provide the margin of error for any data it provides to The Times.
News & Media
Most top executives I provide counsel to today work beneath a sword of Damocles with very little margin for error and fast-ticking clock.
News & Media
(0th order appears high for these two observations because they were made with Yoffset=0.7', which moves 0th order off the low-gain on-axis aimpoint.) The gold curve is the gain correction factor used for post-voltagechange observations (with an additional 6% adjustment to provide a margin of error for filtering).
Academia
Expert writing Tips
Best practice
When planning projects, quantify the "margin for error" by estimating potential delays, overspending, or other risks. This allows for proactive resource allocation and risk mitigation. For example, allocate 10-15% extra time and budget to account for unforeseen issues.
Common error
Avoid assuming that initial estimates are perfectly accurate. Failing to "provide margin for error" due to overconfidence can lead to project failure, budget overruns, and missed deadlines. Always factor in potential uncertainties and risks.
Source & Trust
92%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "provide margin for error" functions as a verb phrase indicating the action of creating or allowing for potential inaccuracies, mistakes, or unexpected variations within a plan, budget, or process. Ludwig AI confirms this interpretation.
Frequent in
News & Media
84%
Academia
8%
Science
8%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "provide margin for error" is a common and grammatically correct expression used to advocate for realistic planning that includes allowances for potential mistakes or unforeseen circumstances. Ludwig AI confirms this. It's prevalent in news, academic and business contexts, emphasizing its importance in various fields. Related phrases include "allow for mistakes" and "build in a buffer", each offering slightly different nuances. When using this phrase, quantify the margin and avoid overconfidence in initial estimates to ensure effective risk mitigation.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
allow for mistakes
Focuses directly on the concept of mistakes happening, simplifying the expression.
build in a buffer
Uses the metaphor of a "buffer" to suggest a safety net or cushion against potential problems.
create a safety net
Emphasizes the protective aspect of having extra resources or time.
leave room for adjustments
Highlights the flexibility needed to adapt to changing circumstances.
include contingency plans
Focuses on having backup plans in case of unexpected events.
give leeway
Suggests granting freedom or flexibility in how something is done.
offer a cushion
Uses the idea of "cushion" to give a level of comfort in a process.
establish a safety factor
Emphasizes the importance of including a coefficient to the designed structure.
permit some tolerance
The term tolerance is used instead of margin, emphasizing acceptance of variation.
set aside resources for the unexpected
Highlights the action of reserving resources ahead of time in the event of something occurring that requires them.
FAQs
How can I use "provide margin for error" in a sentence?
You can use "provide margin for error" in sentences like: "It's crucial to "provide margin for error" when estimating project timelines", or "The budget should "provide margin for error" to accommodate unexpected expenses".
What are some alternatives to "provide margin for error"?
Alternatives include "allow for mistakes", "build in a buffer", or "include contingency plans". Each emphasizes a slightly different aspect of accommodating potential issues.
When is it most important to "provide margin for error"?
It's most important to "provide margin for error" when dealing with complex projects, uncertain conditions, or critical tasks where mistakes can have significant consequences. High-stakes situations demand careful planning and allowances for potential problems.
What happens if I don't "provide margin for error"?
Failing to "provide margin for error" can lead to missed deadlines, budget overruns, increased stress, and ultimately, project failure. It's essential to anticipate potential problems and allocate resources accordingly.
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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
92%
Authority and reliability
4.5/5
Expert rating
Real-world application tested