based on statistical data

USAGE SUMMARY

The phrase "based on statistical data" is correct and usable in written English.
You can use it when discussing conclusions, analyses, or decisions that rely on quantitative information gathered through statistical methods. Example: "The recommendations in this report are based on statistical data collected from various surveys conducted over the past year."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

37 human-written examples

The mere fact that an inference is based on statistical data is not enough to classify it as an inductive one.

SEP

The proposed lower bound of uncertainty captures the fact that an uncertainty analysis based on statistical data may give an evaluation of the lowest uncertainty indicated by statistics, and that some energy model results may be more uncertain.

Energy, Sustainability and Society

It then shortlists 15 areas within your chosen region of England or Wales that it thinks will suit you, based on statistical data from official sources.

The Guardian - Money

Based on statistical data and literature reviews, failures of each barrier are presented.

Journal of Loss Prevention in the Process Industries

These algorithms were calculated based on statistical data obtained on evaluating a group of five hundred blended e-course learners.

Procedia Computer Science

In addition, the amplitude characteristics of pulse wave in radial artery are described and the arrangement and size of the sensor array is designed based on statistical data.

Sensors and Actuators A: Physical

Human-verified similar examples from authoritative sources

Similar Expressions

23 human-written examples

The effect of microstructure on the parameters of an analytical model and the mechanical behavior for the eutectoid steel with ultrafine- or fine-grained α+θ structure were analyzed basing on statistical data and physical metallurgy.

Materials Science and Engineering: A

Third, traffic accidents occur frequently enough to model them based on statistical information derived from historical data.

European Journal of Operational Research

In the client layer, monitoring interfaces, accessible remotely through the Internet, provide both traditional and advanced monitoring tools, based on statistical and data mining techniques.

Energy and Buildings

As the features used in all five methods are based on statistical models, more data leads to better estimation of the models.

EURASIP Journal on Advances in Signal Processing

The estimates released today are largely based on statistical models and data from a variety of sources, including household surveys and censuses.

Unicef

Expert writing Tips

Best practice

When using the phrase "based on statistical data", always cite the source of the data to enhance credibility and allow readers to verify your claims.

Common error

Avoid making broad generalizations solely "based on statistical data" without considering potential confounding factors or limitations of the data.

Linguistic Context

The phrase "based on statistical data" functions as a prepositional phrase that modifies a noun or verb, indicating the foundation or source of information. It specifies that a conclusion, analysis, or action is grounded in quantitative information derived through statistical methods. According to Ludwig, the phrase is correct and widely used.

Expression frequency: Common

Frequent in

Science

76%

News & Media

14%

Formal & Business

10%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "based on statistical data" is a grammatically sound and commonly used expression that indicates reliance on quantitative information for conclusions or decisions. As Ludwig AI points out, it's suitable for various contexts, particularly in scientific, news, and formal business settings. The phrase functions as a prepositional modifier, adding credibility and objectivity to statements. When using this phrase, it's best practice to cite data sources to ensure transparency and allow for verification. While "based on statistical data" is widely accepted, it is important to avoid overgeneralizing conclusions without accounting for the limitations inherent to the data being used.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

using statistical information

Focuses on the act of using information derived from statistical methods.

according to statistical analysis

Highlights the analytical process that provides the basis for the conclusion.

derived from statistical evidence

Emphasizes the evidentiary nature of statistical findings.

informed by statistical insights

Suggests that statistical analysis has provided a deeper understanding.

relying on statistical findings

Highlights the dependence on statistical results for decision-making.

grounded in statistical research

Emphasizes the research base underpinning the conclusions.

supported by statistical analysis

Indicates that statistical analysis confirms or validates a particular claim.

drawing from statistical trends

Focuses on identifying and utilizing patterns within statistical data.

informed by numerical data

Uses broader term numerical data as opposed to specific "statistical data".

based on quantitative research

Replaces "statistical data" with the broader term "quantitative research".

FAQs

How can I use "based on statistical data" in a sentence?

You can use "based on statistical data" to indicate that a conclusion, analysis, or decision is derived from quantitative information. For example, "The marketing strategy was "based on statistical data" showing customer preferences."

What are some alternatives to "based on statistical data"?

Alternatives include "using statistical information", "according to statistical analysis", or "derived from statistical evidence" depending on the specific context.

Is it better to say "based on statistical data" or "based on statistics"?

"Based on statistical data" is more specific, indicating that the conclusion comes from a set of data analyzed statistically. "Based on statistics" is more general and might refer to the field of statistics itself.

What is the difference between "based on statistical data" and "based on empirical evidence"?

"Based on statistical data" specifically refers to data analyzed using statistical methods. "Based on empirical evidence" is broader, encompassing any evidence obtained through observation or experimentation, which may or may not involve statistical analysis.