significant statistical relationship

USAGE SUMMARY

The phrase "significant statistical relationship" is correct and usable in written English.
It can be used in contexts involving data analysis, research findings, or discussions about correlations between variables. Example: "The study revealed a significant statistical relationship between exercise frequency and overall health outcomes."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

15 human-written examples

A significant statistical relationship was demonstrated in the virtual point clip deviation as a function of tumour localization.

International Journal of Oral and Maxillofacial Surgery

Conclusion: This study demonstrated that the severity of AID has no significant statistical relationship to the specific RV strains isolated from the patients.

Journal of Clinical Virology

There was a significant statistical relationship found between COLEstd determined using natural soil aggregates and COLErod determined using remoulded soil samples (R2=0.85, p<0.001).

Geoderma

Although the report's findings were inconclusive for those with alcohol intakes below 45 grams per day, there was "ample evidence" of a significant statistical relationship between alcohol consumption and occurrences of liver cancer for those consuming more than this amount.

Independent

Moreover, there is no significant statistical relationship between performance and the bonuses paid to agency heads.Mandarins may not meet the demand for the efficient provision of high quality public services and guaranteed lifelong tenure is long gone with modern mandarins facing career uncertainty just like their corporate peers.

The Economist

So, a significant statistical relationship with P-value < 0.05 between COD decomposition and alamar blue reduction was obtained.

AMB Express

Human-verified similar examples from authoritative sources

Similar Expressions

45 human-written examples

Significant statistical relationships were found between landscape patterns both amount and configuration of impervious area and forest land and biotic integrity of streams suggesting that patterns of urban development matter to aquatic ecosystems.

Landscape and Urban Planning

For it turns out that significant statistical relationships have been found with behavior in bargaining games (for a review, see Zhao and Smillie 2015).

SEP

These highly significant statistical relationships provide extremely strong incentives and directions for research into casual factors related to blood lead levels in children.

Environmental Health Perspectives

Statistical analysis was performed to obtain percentages of all of the responses and chi squared tests were undertaken to investigate for significant statistical relationships between responses and demographic variables.

BMC Musculoskeletal Disorders

The metabolic ratio curves Spearman's rank correlation coefficient demonstrated, over time, a significant statistical monotonic relationship between the two metabolic ratios (i.e., mean(Cho/ Cr) n and mean(Cho/ NAA) n, in the 21-patient group, P<0.001) as well as in the subgroups stratified according to the 'MRS response pattern' variable (Table 3).

British Journal of Cancer

Expert writing Tips

Best practice

When reporting research findings, clearly state the statistical test used to establish the "significant statistical relationship". Include the p-value to provide context for the strength of the evidence.

Common error

Avoid assuming that a "significant statistical relationship" implies causation. Just because two variables are related does not mean one causes the other. Always consider potential confounding factors.

Linguistic Context

The phrase "significant statistical relationship" primarily functions as a descriptor within scientific and research contexts. It highlights a noteworthy connection between variables that is unlikely due to random chance, confirmed through statistical testing. Ludwig AI corroborates this usage, citing numerous examples where the phrase is used to describe study findings.

Expression frequency: Common

Frequent in

Science

75%

News & Media

16%

Academia

3%

Less common in

Formal & Business

3%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "significant statistical relationship" is a common descriptor used in scientific and research contexts to highlight a noteworthy correlation between variables. As validated by Ludwig AI, the phrase is grammatically correct and predominantly used in formal, academic, and professional settings. While "significant statistical relationship" is most frequently encountered in scientific publications, it also appears in news and media when reporting research findings. When using this phrase, it's crucial to understand that correlation does not equal causation and to properly cite statistical tests. Alternative phrases include ""statistically significant correlation"" and ""notable statistical association"".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

statistically significant correlation

Changes the noun from relationship to correlation, emphasizing a mutual connection.

notable statistical association

Replaces 'relationship' with 'association', suggesting a connection but perhaps less direct.

significant correlation

Removes the word 'statistical', assuming the context already implies statistical analysis.

statistically significant link

Substitutes 'relationship' with 'link', indicating a connection or bond.

significant statistical association

Uses 'association' in place of 'relationship', which could imply a less direct or causal connection.

meaningful statistical relationship

Replaces 'significant' with 'meaningful', focusing on the practical importance of the relationship.

statistically relevant relationship

Employs 'relevant' instead of 'significant', highlighting the pertinence of the relationship.

strong statistical relationship

Substitutes 'significant' with 'strong', emphasizing the strength of the relationship.

evident statistical relationship

Replaces 'significant' with 'evident', highlighting the observable or clear nature of the relationship.

demonstrable statistical relationship

Uses 'demonstrable' in place of 'significant', suggesting that the relationship can be proven or shown.

FAQs

How to use "significant statistical relationship" in a sentence?

You can use "significant statistical relationship" to describe a statistically meaningful association between two or more variables, for example: "The study revealed a "significant statistical relationship" between smoking and lung cancer."

What can I say instead of "significant statistical relationship"?

Alternatives include "statistically significant correlation", "notable statistical association", or "meaningful statistical relationship depending on the context".

Which is correct, "significant statistical relationship" or "statistically significant relationship"?

Both phrases are generally acceptable, but "statistically significant relationship" is more common in scientific literature. The order emphasizes that the significance is determined statistically.

What's the difference between "significant statistical relationship" and "statistical relationship"?

A "statistical relationship" simply indicates a correlation between variables, while a "significant statistical relationship" implies that this correlation is unlikely to have occurred by chance and is therefore noteworthy.