confirmatory analysis

USAGE SUMMARY

The phrase "confirmatory analysis" is correct and can be used in written English.
It refers to a type of statistical analysis that aims to confirm or validate a hypothesis or theory. Example: The researchers conducted a confirmatory analysis on the data to ensure the results were statistically significant and supported their initial hypothesis.

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

This population was used for confirmatory analysis.

The Journal of Headache and Pain

Via exploratory analysis and confirmatory analysis, study 1 supports the use of RM for measuring face.

Frontiers of Business Research in China

Only the two most abundant MRM transitions were used for confirmatory analysis.

Chemistry Central Journal

Some test systems additionally offer the possibility of an independent confirmatory analysis of a test sample.

Forensic Science International

In addition, we conducted instrumental variable analysis as a confirmatory analysis for the propensity score analyses [34].

Annals of Intensive Care

After collecting data from questionnaires, confirmatory analysis was run to confirm the relationship between metrics and BSC perspectives.

Journal of Industrial Engineering International

A confirmatory analysis of the family and link functions was conducted using the modified Park test [20, 21].

Health Economics Review

Next, the explorative extracted factor structure was tested through confirmatory analysis by means of the statistical software Mplus.

Empirical Research in Vocational Education and Training

Data for study 3 was collected along with the data for study 2 as well as study 1 (confirmatory analysis).

Frontiers of Business Research in China

The original instrument failed confirmatory analysis.

BMC Medical Research Methodology

The confirmatory analysis was done by AMOS.

BMC Health Services Research

Expert writing Tips

Best practice

Use "confirmatory analysis" when you aim to validate a pre-existing hypothesis or result, especially in statistical or scientific contexts.

Common error

Avoid using "confirmatory analysis" interchangeably with exploratory analysis. Exploratory analysis is for discovering new patterns, while "confirmatory analysis" is for testing specific hypotheses.

Linguistic Context

The phrase "confirmatory analysis" functions as a noun phrase, typically used as a subject or object in a sentence. It denotes a process or method used to validate a hypothesis or theory. Ludwig AI confirms its proper usage in various scientific contexts.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, "confirmatory analysis" is a grammatically correct and frequently used noun phrase, especially within scientific and academic contexts. According to Ludwig, it serves to describe a specific analytical method aimed at validating hypotheses or findings. It is important to distinguish "confirmatory analysis" from exploratory analysis, as they serve different purposes in research. While exploratory analysis seeks to discover new patterns, "confirmatory analysis" tests pre-defined hypotheses. The phrase is predominantly found in formal and scientific registers. Furthermore, Ludwig AI confirms its accurate and consistent usage across diverse sources, highlighting its reliability in technical writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

confirming analysis

Emphasizes the act of confirming previous findings.

verification analysis

Stresses the act of verifying the findings or data.

validation analysis

Focuses on validating the results obtained through other methods.

corroborative analysis

Indicates that the analysis provides additional evidence that supports the initial findings.

supportive analysis

Suggests the analysis is intended to support a pre-existing claim or hypothesis.

substantiating analysis

Highlights the role of the analysis in providing evidence to substantiate a claim.

independent verification

Highlights the independence of the verification process.

audit analysis

Implies a thorough review to confirm the accuracy and reliability of existing data or processes.

validating examination

Uses examination instead of analysis, slightly shifting the focus.

checking analysis

Focuses on the act of checking or verifying existing analyses.

FAQs

How is "confirmatory analysis" used in research?

In research, "confirmatory analysis" is used to test a specific hypothesis or model that has been developed based on previous research or theory. It aims to confirm whether the data supports the hypothesized relationships.

What's the difference between "confirmatory analysis" and exploratory analysis?

Exploratory analysis aims to discover new patterns or relationships in data, while "confirmatory analysis" tests pre-defined hypotheses. Exploratory analysis generates hypotheses; "confirmatory analysis" tests them.

When should I use "confirmatory analysis" in a statistical study?

Use "confirmatory analysis" when you have a specific hypothesis to test and want to determine if your data provides sufficient evidence to support that hypothesis. It's typically used after exploratory data analysis has been conducted.

What are some alternatives to "confirmatory analysis"?

You can use alternatives like "validation analysis", "verification analysis", or "supportive analysis" depending on the specific nuance you want to convey.