analyze empirical data

USAGE SUMMARY

The phrase "analyze empirical data" is correct and usable in written English. You can use it in contexts involving research, scientific studies, or data analysis. For example, researchers often analyze empirical data to draw conclusions about their hypotheses. Alternative expressions include "examine empirical evidence" and "evaluate empirical findings."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

Finally, we analyze empirical data from eyes-closed surface electroencephalography recorded in human subjects to investigate alpha-band synchronization.

EURASIP Journal on Advances in Signal Processing

It is therefore important to analyze empirical data to quantify how strong the predicted effects actually influence scientific research.

Plosone

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

We analyzed empirical data from the survey with the help of structural equation modeling.

Renewable and Sustainable Energy Reviews

The authors examine two cases: the first, to explore the mechanism's implications and, the second, to demonstrate its utility in analyzing empirical data.

Harvard University

By analyzing empirical data for the Beijing 3rd ring road, we found that the initial states have an important impact on the final convergence states of the ramp systems.

Transportation Research Part C: Emerging Technologies

We analyzed empirical data from a large-scale trans-ethnic rheumatoid arthritis (RA) study and showed that the functional genetic architecture of RA is consistent across European and Asian ancestries.

The American Journal of Human Genetics

By analyzing empirical data, this study discovers that the occurrence of missing links is not coincidental but arises systematically; patent pairs with missing links usually have highly overlapped application processes, whereas those with direct citations more frequently have successive or less overlapped application processes.

Journal of Informetrics

Those results might differ from studies applying an experimental design under real conditions when analyzing empirical data regarding the impact, such as the numbers of cases per year.

Health Economics Review

It can be seen that during 2000 2010 institutional care management research has been based on very traditional research methods of collecting and analyzing empirical data.

Health Research Policy and Systems

We applied "the method of moments" to estimate α for each of the loci when analyzing empirical data (see Materials and Methods) (Tamura and Nei 1993).

Genome Biology and Evolution

By analyzing empirical data--in our case, real world complaints about information privacy issues on the internet, we can seek to understand the public's current privacy concerns.

University of California, Berkeley

Expert writing Tips

Best practice

When using "analyze empirical data", ensure the data source is clearly defined and the analytical methods are appropriate for the data type. Specify what tools and frameworks are being used.

Common error

Avoid using "analyze empirical data" without specifying the context or scope of the analysis. Provide sufficient detail to allow readers to understand the purpose and limitations of your analysis.

Linguistic Context

The phrase "analyze empirical data" functions as a verb phrase indicating the action of examining and interpreting data derived from observation or experience. Ludwig examples showcase its use in scientific and research contexts.

Expression frequency: Uncommon

Frequent in

Science

60%

Academia

30%

News & Media

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "analyze empirical data" is a grammatically correct and scientifically relevant term, as noted by Ludwig. It describes the action of scrutinizing data obtained through observation or experimentation, commonly used in scientific research, academic studies, and news reporting. The phrase is most frequently found in science and academic contexts. When using the phrase, be specific about the data sources and methods employed. Alternatives include "examine real-world data" and "investigate empirical evidence". Though the frequency is only 'Uncommon', its clarity and relevance in professional writing make it valuable.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

examine real-world data

Focuses on the real-world aspect of the data being examined.

investigate empirical evidence

Emphasizes the investigative nature of the analysis.

study factual data

Highlights the factual and evidence-based nature of the data.

assess empirical findings

Shifts the focus to assessing the results or findings derived from empirical data.

evaluate experimental results

Specifically refers to results obtained through experimentation.

review statistical data

Indicates a focus on statistical rather than qualitative data.

interpret observational data

Focuses on data derived from observations.

process verifiable information

Highlights the processing aspect and the verifiability of the information.

scrutinize objective data

Emphasizes the act of scrutinizing data that is objective.

decode quantitative data

Specifies the type of data being decoded as quantitative.

FAQs

What does it mean to "analyze empirical data"?

To "analyze empirical data" means to examine and interpret information that has been gathered through observation or experimentation. This involves using various methods to identify patterns, trends, and relationships within the data to draw meaningful conclusions.

How can I use "analyze empirical data" in a sentence?

You can use "analyze empirical data" in a sentence such as: "Researchers must "analyze empirical data" to validate their hypotheses" or "The study involved analyzing empirical data collected over several years."

What are some alternatives to "analyze empirical data"?

Some alternatives to "analyze empirical data" include "examine real-world data", "investigate empirical evidence", or "assess empirical findings". The best choice depends on the specific context.

What is the importance of empirical data in research?

Empirical data is crucial in research as it provides the evidence needed to support or refute hypotheses. By "analyzing empirical data", researchers can draw conclusions based on real-world observations rather than speculation.