examined using statistical methods

USAGE SUMMARY

The phrase "examined using statistical methods" is correct and usable in written English.
You can use it when discussing research, data analysis, or any context where statistical techniques are applied to evaluate or interpret data. Example: "The results of the survey were examined using statistical methods to ensure their validity and reliability."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Funnel plots were examined using statistical methods for detecting asymmetry indicative of small study biases [23].

Plosone

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Using statistical methods we first examined the potential effects of individual miRNAs on gene expression patterns.

BMC Genomics

Our inclusion criteria specified that each study: 1) elucidate that some type of intervention was used, 2) explicitly state that "empathy" was being evaluated or measured, 3) assess changes in empathy by reporting quantitative outcomes using statistical methods, and 4) examine empathy in medical students, residents, fellows or physicians.

BMC Medical Education

We test the charge of bias using statistical methods.

University of Chicago

They can be treated, however, using statistical methods.

Britannica

The data were analysed using statistical methods.

Intensive and Critical Care Nursing

The experimental data were fitted to a quadratic polynomial equation using multiple regression analysis and also examined using appropriate statistical methods.

Carbohydrate Polymers

22 Consistency of indirect and direct results was examined using established statistical methods.

BMJ Open

I use statistical methods and computer simulations to examine DUESs accumulation in Haemophilus influenzae and Neisseria gonorrhoeae genomes.

Plosone

Some of the papers use statistical methods.

Journal of Inequalities and Applications

The experimental data were fitted to a second-order polynomial equation using multiple regression analysis and also examined using the appropriate statistical methods.

Carbohydrate Polymers

Expert writing Tips

Best practice

When writing scientific reports, specify the exact statistical methods used to ensure transparency and reproducibility.

Common error

Do not use overly general terms like "statistical methods" without specifying which methods were applied. Be specific (e.g., "regression analysis", "t-tests") to improve clarity and credibility.

Linguistic Context

The phrase "examined using statistical methods" functions as a descriptive element, indicating the approach taken in an analysis. Ludwig AI confirms its usability. It highlights that data or findings have been subjected to statistical scrutiny.

Expression frequency: Common

Frequent in

Science

60%

Academia

25%

News & Media

15%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "examined using statistical methods" is a grammatically sound and commonly used expression in academic and scientific writing to indicate a rigorous, data-driven analysis. Ludwig confirms its correctness and usability. While versatile, it's essential to specify the exact statistical methods employed for clarity. Alternatives such as "analyzed with statistical techniques" or "assessed through statistical approaches" can add variety to your writing. Remember to be specific about which methods you mean (e.g. regression analysis, T-test) to be as clear as possible.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

analyzed with statistical techniques

Focuses on the analysis aspect rather than the initial examination.

assessed through statistical approaches

Emphasizes the evaluation aspect using broader statistical approaches.

evaluated using statistical models

Highlights the use of specific statistical models in the evaluation.

investigated via statistical analysis

Focuses on investigation through statistical analysis.

studied with statistical methods

Emphasizes the study aspect using statistical methods.

tested using statistical tools

Highlights testing with specific statistical tools.

quantified through statistical means

Focuses on quantifying data using statistical means.

scrutinized using statistical procedures

Emphasizes close scrutiny using defined statistical procedures.

interpreted with statistical frameworks

Highlights interpreting data within statistical frameworks.

explored using statistical measures

Focuses on exploring data using statistical measures.

FAQs

How can I replace "examined using statistical methods" in a sentence?

Consider using alternatives like "analyzed with statistical techniques", "assessed through statistical approaches", or "evaluated using statistical models" to add variety to your writing.

What does it mean to say something was "examined using statistical methods"?

It means the subject was investigated and evaluated by applying statistical techniques to understand patterns, relationships, or significance within the data.

Is it necessary to specify which statistical methods were used when saying something was "examined using statistical methods"?

Yes, it is best practice to specify the statistical methods used (e.g., regression analysis, t-tests) to enhance the clarity and reproducibility of your analysis.

In what contexts is the phrase "examined using statistical methods" most appropriate?

This phrase is suitable for academic, scientific, and technical writing where rigorous data analysis and interpretation are essential.