with statistical rigor

USAGE SUMMARY

The phrase "with statistical rigor" is correct and usable in written English.
It can be used when discussing research, analysis, or methodologies that adhere to strict statistical standards and practices. Example: "The study was conducted with statistical rigor to ensure the validity of the results."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

But we wanted to go well beyond the usual balanced scorecard, commonly just a set of untested assumptions, and nail down the drivers of future financial performance with statistical rigor.

Harvard Business Review

The present study uses approaches with statistical rigor to show that OSC overrepresentation is a widespread phenomenon among prokaryotes.

BMC Genomics

While our study was not designed to compare these two groups with statistical rigor, the differences in their perspectives provide insight into potential interventions that may bolster adherence.

BMC Public Health

Starting with Lebowitz and Spohn, researchers have beautifully synthesized such fluctuation theorems with the theory of Markov chains so that entropy-producing dynamics can be studied with statistical rigor.

Accounts of Chemical Research

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

By simulations and derivations with the sufficient description of conditions, your excellent method can be presented with statistical rigors.

Harvard University

The study departs from conventional methodology of economic characterization of predominant farming systems (classification based on land holding or discussion with stakeholders with little statistical rigor) in terms of at least two dimensions.

Agricultural and Food Economics

I have some comments and concerns that are significant – particularly with respect to the results for the fornix – but I think that they can be addressed: 1) I was impressed with the statistical rigor and straightforward presentation of the data, with one significant exception – the treatment of the correlations between WM integrity and BOLD responses in the fornix.

eLife

To date, the majority of questionnaires present in the automotive seating industry have been designed using questionable developmental methods with suspect statistical rigor.

International Journal of Industrial Ergonomics

Most reports of the putative effects of ENPs are either anecdotal or based on non-replicated trials lacking non-treated controls or proper experimental design and analysis with sufficient statistical rigor.

Crop Protection

Sample size could not be calculated with any statistical rigor given the novel biomarkers being evaluated.

Clinical Orthopaedics and Related Research

The validation led to the designation of 60 SNPs that unambiguously identified all 40 tested tea varieties with high statistical rigor (p<0.0001).

Horticulture Research

Expert writing Tips

Best practice

When using "with statistical rigor", ensure that your analysis indeed employs strict and validated statistical methods to support your claims.

Common error

Avoid claiming that a study is conducted "with statistical rigor" if the sample size is too small or if the statistical methods used are not appropriate for the data. Always ensure appropriate methodology.

Linguistic Context

The phrase "with statistical rigor" functions as an adverbial phrase, modifying a verb or clause to describe the manner in which an action is performed. It indicates that something is done using strict and validated statistical methods. Ludwig AI confirms its correct usage in English.

Expression frequency: Rare

Frequent in

Science

75%

News & Media

12%

Formal & Business

13%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "with statistical rigor" is a grammatically correct adverbial phrase used to emphasize the precision and validity of research methodologies. While Ludwig AI confirms its validity, the frequency is rare across various contexts, predominantly appearing in scientific and professional domains. To enhance writing, it's crucial to ensure that the analysis truly employs strict statistical methods when using this phrase. Alternatives such as "with statistical precision" can be used depending on the specific nuance desired. The use of "with statistical rigor" assures the audience that the research is well-supported by statistical evidence.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

with statistical precision

Focuses on the accuracy and exactness of the statistical methods used.

with mathematical precision

Emphasizes the mathematical accuracy and exactness of the approach.

using rigorous statistical methods

Highlights the application of strict and thorough statistical techniques.

employing statistically sound methods

Focuses on the reliability and validity of the statistical techniques.

with robust statistical analysis

Indicates a strong and reliable statistical analysis.

with thorough statistical validation

Emphasizes the comprehensive validation of statistical results.

with stringent statistical criteria

Highlights the strictness of the statistical standards applied.

with exacting statistical standards

Focuses on the demanding and precise statistical benchmarks.

with meticulous statistical scrutiny

Emphasizes the careful and detailed examination of statistical data.

with validated statistical methodology

Focuses on using statistical methods that have been previously proven to be correct.

FAQs

How can I ensure my study is conducted "with statistical rigor"?

To ensure your study is conducted "with statistical rigor", use appropriate statistical methods, ensure sufficient sample size, and validate your results thoroughly. It may be helpful to consult a statistician.

What does it mean to analyze data "with statistical rigor"?

Analyzing data "with statistical rigor" means applying strict and validated statistical methods to ensure the reliability and validity of the results. This includes using appropriate tests, controlling for biases, and interpreting results cautiously.

What are some alternatives to saying "with statistical rigor"?

Alternatives to "with statistical rigor" include "with statistical precision", "using rigorous statistical methods", or "employing statistically sound methods".

In what contexts is it appropriate to use the phrase "with statistical rigor"?

The phrase "with statistical rigor" is appropriate in academic, scientific, and professional contexts when describing research, analysis, or methodologies that adhere to strict statistical standards and practices.