based on statistical evidence

USAGE SUMMARY

The phrase "based on statistical evidence" is correct and usable in written English.
You can use it when discussing conclusions, findings, or decisions that are supported by data and statistical analysis. Example: "The new policy was implemented based on statistical evidence showing a significant decrease in accidents."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

15 human-written examples

Some of this is based on statistical evidence, but much depends on the doctor's own assessment of likelihood.

The New York Times

Under the existing rules, insurers can charge men and women different rates provided they can prove they present different risks, based on statistical evidence.

The Guardian - Opinion

A major change came in the 1970s when the Peel Report advised that most women should give birth in hospital, although its findings were not based on statistical evidence.

The Guardian - Lifestyle

This view was based on statistical evidence involving star counts and the spatial distribution of a variety of cosmic objects—open star clusters, variable stars, binary systems, and clouds of interstellar gas.

Encyclopedia Britannica

As a congressional conference committee waited through June and into July, Mfume haggled with the White House over the Racial Justice Act, which would give convicted killers the right to appeal their death sentences based on statistical evidence of racial imbalance.

The New Yorker

Based on statistical evidence retrospectively, we recommend VMAT as the optimal technique for delivering treatment to tumors adjacent to brainstem.

Medical Dosimetry

Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

The theories are based on (statistical) interpretation of evidence and not taken as literal truths.

Evolution: Education and Outreach

It may also be possible to further prioritize the 46 selected candidate SNPs at this region based on statistical and functional evidence; a cluster of five variants were more strongly associated than the remainder and these flank a known AR-binding site within intron 2 that has been reported to function as an enhancer in LNCaP (15).

Human Molecular Genetics

We present in this paper the first evidence based on statistical data for links between geomagnetic disturbances and faulty operations (anomalies) in the functioning of railway automatics and telemetry.

Advances in Space Research

However, clade age can be estimated based on statistical analysis of the fossil evidence.

Biology Letters

The extended funnel plots provide shaded contours that represent the contribution of a new trial to existing evidence based on statistical simulations.

British Medical Journal

Expert writing Tips

Best practice

Before using "based on statistical evidence", perform a robustness check of your data. This will help prevent misuse of the phrase and faulty conclusions.

Common error

Avoid claiming absolute certainty when using "based on statistical evidence". Statistical evidence provides support, but doesn't guarantee the conclusion is flawless. Acknowledge potential limitations.

Linguistic Context

The phrase "based on statistical evidence" functions as a prepositional phrase that modifies a verb or noun, indicating the foundation or justification for a claim or action. Ludwig's examples confirm its role in highlighting the data-driven nature of a conclusion.

Expression frequency: Common

Frequent in

Science

40%

News & Media

35%

Formal & Business

25%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "based on statistical evidence" is a grammatically correct and commonly used prepositional phrase that serves to strengthen claims by grounding them in objective data. As Ludwig AI confirms, this phrase is used frequently in academic, scientific, and news contexts, emphasizing credibility and informed decision-making. When using this phrase, always ensure the cited evidence is clear and accessible and avoid overstating conclusions. Alternatives like "supported by statistical data" or "informed by statistical findings" can provide nuanced variations in meaning, enriching your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Supported by statistical data

Replaces "based on" with "supported by" focusing on the data's role in providing support.

Informed by statistical findings

Suggests that statistical findings play a crucial role in shaping or influencing something.

Grounded in statistical analysis

Emphasizes that the basis is strongly rooted in statistical analysis.

Derived from statistical indicators

Highlights that the conclusion originates from statistical indicators.

Justified by statistical proof

Focuses on using statistical proof to validate or defend a claim.

Corroborated by statistical results

Indicates that statistical results confirm or support the statement.

Validated through statistical methods

Emphasizes the role of statistical methods in validating the statement.

Established through statistical scrutiny

Suggests a rigorous statistical examination has confirmed something.

Ascertained via statistical evaluation

Indicates that statistical evaluation helped determine or discover something.

Determined by statistical observation

Suggests that the conclusion was reached through statistical observation.

FAQs

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

You can use "based on statistical evidence" to introduce a conclusion or decision supported by data. For instance, "The policy change was implemented "based on statistical evidence" showing a decline in performance."

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

Alternatives include "supported by statistical data", "informed by statistical findings", or "grounded in statistical analysis". The best choice depends on the specific context.

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

Both are acceptable, but ""based on statistical evidence"" implies a broader range of supporting information, while "based on statistical data" focuses specifically on numerical facts.

Can I use "based on statistical evidence" if the evidence is not conclusive?

It's best to use the phrase cautiously in such cases. You might qualify it by saying "partially "based on statistical evidence"" or "supported by preliminary "based on statistical evidence"" to avoid overstating the strength of the support.