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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
rigorous correction
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "rigorous correction" is correct and usable in written English.
It can be used in contexts where thorough and strict adjustments or revisions are required, such as in academic or professional settings. Example: "The manuscript underwent rigorous correction to ensure that all errors were addressed before publication."
✓ Grammatically correct
Science
News & Media
Alternative expressions(3)
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
5 human-written examples
In the near future, more rigorous correction algorithms for CTP imaging may improve accurate assessment of myocardial perfusion.
1 Polycythaemia, traditionally thought to be highly prevalent in COPD, is less frequent nowadays with a more rigorous correction of hypoxaemia. 2 Reversely, recent research shows that anaemia is highly prevalent in patients with COPD. 3 4 Anaemia, which is a well-recognised comorbidity in many chronic illnesses, occurs in 10 30% of patients with COPD.
Science
Meta-analyses of SZ linkage studies have provided evidence of susceptibility in chromosomes 2p, 5q, 3p, 11q, 6p, 1q, 22q, 8p, 20q, 22q, and 14p [ 2, 12], some of which are strong enough to withstand rigorous correction for whole genome analysis (e.g. 1q, 6p, 6q, 15q) [ 19].
These associations did not persist after rigorous correction for multiple testing, and the meta-analysis found no associations in the analyses for all and replication studies; however, the analysis after stratification by ethnicity detected a significant association in the East Asian population.
In the late 1990s, it was demonstrated through the DECODE study [ 6] and the Funagata study [ 7] that high 2-hour glucose levels after an oral glucose tolerance test (OGTT) are associated with increased risk for cardiovascular disease compared to high fasting glucose levels, which led to more rigorous correction of postprandial hyperglycemia being called for in the management of diabetes.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
The use of superconducting gravimeters and rigorous corrections for groundwater disturbances must be considered.
Science
Not surprisingly, applications to date have not attempted rigorous corrections of this type.
Science
Rigorous corrections on bone mineral disorders and malnutrition, as well as vitamin D and K supplementation are necessary to prevent hip fracture in dialysis subjects [ 42– 50].
Science
We show that simple dilutions, referencing standards (GAGUA hairpins), and HiTRACE/MAPseeker analysis allow rigorous overmodification correction, background subtraction, and normalization for electrophoretic data and a ligation bias correction needed for accurate deep sequencing data.
Science
Existing published BH heat flow measurements from SW England (across five granite outcrops and the country rocks) have been revised using a rigorous palaeoclimate correction scheme.
Science
With the implementation of rigorous Bonferroni correction for multiple measures (in addition to those measures inherent to the image analysis software), only the correlations between IE-water T2 and the total ACE score in ALS patients, and category fluency in ALS patients and the combined patient group remained significant.
Expert writing Tips
Best practice
When using "rigorous correction", ensure that the context clearly indicates the specific area or process undergoing correction. This adds clarity and emphasizes the importance of the thoroughness applied.
Common error
Avoid using "rigorous correction" when the adjustments are minor or superficial. Overstating the rigor can undermine the credibility of the correction process.
Source & Trust
86%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "rigorous correction" functions as a noun phrase, typically acting as the object of a verb or the subject of a sentence. As Ludwig AI suggests, it refers to the process of making thorough and strict adjustments to something.
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, "rigorous correction" signifies a thorough and precise process of rectifying errors, as confirmed by Ludwig AI. It is grammatically correct and primarily used in formal and scientific contexts to emphasize accuracy and reliability. While not exceedingly common, it conveys a commitment to detail and precision. Related phrases include "thorough rectification" and "stringent amendment", offering alternative ways to express similar concepts. When employing "rigorous correction", ensure that the context aligns with the level of thoroughness implied to avoid overstating the process.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
thorough rectification
Emphasizes the completeness of the correction process.
stringent amendment
Highlights the strictness and precision of the changes made.
meticulous adjustment
Focuses on the detailed and careful nature of the correction.
precise revision
Emphasizes the accuracy and exactness of the revised material.
careful emendation
Highlights the attentiveness and diligence in the correction process, especially in texts.
detailed modification
Focuses on the depth and comprehensiveness of the changes.
accurate fix
Simplifies the concept to a precise and correct solution.
strict improvement
Emphasizes that correction is intended to improve the initial state with a strict method.
intensive editing
Focuses on the labor-intensive aspect of the editing process to reach a certain standard.
comprehensive overhaul
Suggests a more extensive and complete revision.
FAQs
How can I use "rigorous correction" in a sentence?
You might say, "The data underwent "rigorous correction" to eliminate errors" or "Rigorous correction is essential for maintaining the integrity of scientific research".
What's a good alternative to "rigorous correction"?
Consider using phrases like "thorough rectification", "stringent amendment", or "meticulous adjustment" depending on the specific context and the nuances you want to convey. Each offers a slightly different emphasis on the correction process.
When is "rigorous correction" most appropriate?
"Rigorous correction" is particularly suitable in technical, scientific, or academic contexts where precision and accuracy are paramount. It implies a detailed and thorough approach to identifying and rectifying errors.
Is "rigorous correction" the same as "simple fix"?
No, "rigorous correction" implies a thorough and detailed process, whereas "simple fix" suggests a quick and easy solution. Using ""rigorous correction"" indicates a commitment to accuracy and precision that "simple fix" does not.
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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
86%
Authority and reliability
4.3/5
Expert rating
Real-world application tested