based on deviations from

USAGE SUMMARY

The phrase "based on deviations from" is correct and usable in written English.
You can use it when discussing analyses, comparisons, or assessments that rely on differences or variations from a standard or expected value. Example: "The results of the experiment were based on deviations from the control group, highlighting significant differences in behavior."

✓ Grammatically correct

Science

Remote Sensing

Engineering

Human-verified examples from authoritative sources

Exact Expressions

12 human-written examples

The method is based on deviations from a seasonal trajectory of NDVI representing forest conditions without disturbances.

Remote Sensing of Environment

Four possible criteria for use in the die design scheme (based on deviations from ideal flow) are developed.

International Journal of Mechanical Sciences

Identification of the form of damage is based on deviations from the values typical of a faultless gear system.

EURASIP Journal on Advances in Signal Processing

Viability was determined based on deviations from the cell only control and presented as % viability of control ± standard deviation.

Plosone

Five EC and five NO2 samples were excluded from the data set based on deviations from their respective time-series and as statistical outliers (> 95% from the mean).

Environmental Health Perspectives

The three algorithms included a standard CUSUM, a version of the CUSUM based on deviations from an exponentially weighted moving average, and the multivariate CUSUM [ 13].

BMC Public Health

Human-verified similar examples from authoritative sources

Similar Expressions

47 human-written examples

The standard deviation statistics was calculated using the Global Error Model based on deviation from one (GeneSpring, Silicon Genetics).

BMC Cancer

Performance comparison of scheduling algorithms is based on deviation from the lower bound for the total setup time as well as previously implemented semi-manual cable sequences.

Expert Systems with Applications

The model predictions are judged based on deviation from the ideal prediction.

International Journal of Disaster Risk Science

All measures of sequence diversity were based on deviation from WNV CP40 (GenBank accession number JQ918659).

BMC Evolutionary Biology

Briefly, SNPs were excluded based on deviation from Hardy Weinberg equilibrium (p < 5.7 × 10−7) or if the study-wise missing data proportion was >0.05.

Human Genetics

Expert writing Tips

Best practice

When using the phrase "based on deviations from", ensure that the standard or baseline from which the deviations are measured is clearly defined to avoid ambiguity. For example, specify "based on deviations from the historical average".

Common error

Avoid using "based on deviations from" without specifying what the deviations are from. This omission can lead to confusion and weaken the argument or analysis. Always provide a clear point of reference for the deviations.

Linguistic Context

The phrase "based on deviations from" functions as a prepositional phrase, often used to introduce the rationale or methodology behind an analysis, assessment, or decision-making process. Ludwig provides examples of its use in scientific and technical contexts.

Expression frequency: Uncommon

Frequent in

Science

80%

Formal & Business

10%

News & Media

5%

Less common in

Academia

3%

Encyclopedias

1%

Reference

1%

Ludwig's WRAP-UP

In summary, the phrase "based on deviations from" is grammatically correct and most commonly used in scientific and academic writing to explain that an analysis or conclusion is derived by examining differences from a standard or baseline. While it's not incorrect to use this phrase, clarifying the baseline helps avoid ambiguity. Ludwig AI confirms that it is well structured. When writing, ensure you define the standard from which deviations are measured. Alternatives include "derived from variations in" or "grounded in discrepancies from" if you want to use a slight variation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

derived from variations in

Focuses on the variations themselves as the source.

grounded in discrepancies from

Emphasizes discrepancies as the foundational element.

determined by differences from

Highlights the role of differences in the determination process.

predicated on variances from

Implies that something is affirmed or denied based on variances.

reliant on divergences from

Stresses the reliance on points of divergence.

hinges on alterations from

Indicates the importance of alterations.

stemming from fluctuations in

Implies a cause-and-effect relationship with fluctuations.

informed by contrasts with

Highlights contrasts as an informative element.

ascertained through disparities in

Focuses on the use of disparities as a means of ascertainment.

judged by departures from

Emphasizes the act of judging based on departures.

FAQs

How can I use "based on deviations from" in a sentence?

This phrase is typically used to explain that an analysis, decision, or conclusion is reached by considering how something differs from a standard or norm. For example, "The model's predictions are "based on" deviations from historical data".

What are some alternatives to "based on deviations from"?

Alternatives include "derived from variations in", "grounded in discrepancies from", or "determined by differences from". The best choice depends on the specific context and the nuance you want to convey.

Is it better to say "based on deviations from" or "according to deviations from"?

"Based on deviations from" is generally preferred because it indicates that the deviations are the foundation for the conclusion. "According to deviations from" is less common and may suggest that the deviations are simply a source of information, rather than the basis for the analysis.

What does it mean when an analysis is "based on deviations from" a certain norm?

It means the analysis focuses on how data points differ from the expected or average values. This approach can highlight anomalies, trends, or significant changes that would not be apparent by simply looking at the raw data. The CUSUM algorithm is "based on" deviations from an exponentially weighted moving average, for example.