multivariate analysis for

USAGE SUMMARY

The phrase "multivariate analysis for" is grammatically and syntactically correct and usable in written English.
You can use it when you want to describe a type of analysis or research that uses multiple variables to assess a particular system or phenomenon. For example, "The scientist conducted a multivariate analysis for the effects of climate change on agricultural output."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Table 3 Multivariate analysis for the occurrence of 5-year renal outcome.

Nature

The increase in weight over time remained statistically significant after being controlled in multivariate analysis for socioeconomic status and race.

American Journal of Obstetrics and Gynecology

Nonetheless, these differences remained significant after multivariate analysis for possible confounding variables.

Duke University

No significant association was found at multivariate analysis for risk factors for IVAC and probable VAP.

Intensive Care Medicine Experimental

Multivariate analysis for each trial provided estimates of trait narrow-sense heritabilities (h2) and genetic correlations between traits.

New Zealand Journal of Forestry Science

The multivariate analysis for the effect of confounders (site, differentiation and stage) is different among the two populations (Table 3).

Plosone

Recently, van Gerven and colleagues introduced a Bayesian approach to multivariate analysis for the interpretation of neuroimaging data [30].

Plosone

We adjusted bivariate and multivariate analysis for clustering.

BMC Health Services Research

So the multivariate analysis for survival was performed.

BMC Cancer

Sex was included in the multivariate analysis for all patients.

Biology of Sex Differences

Table 3 shows results of multivariate analysis for group 1.

Emerging Infectious Diseases

Expert writing Tips

Best practice

When using "multivariate analysis for", clearly state the outcome or purpose you are analyzing. For example, "multivariate analysis for survival" or "multivariate analysis for risk factors".

Common error

Avoid using "multivariate analysis for" without specifying the type of analysis conducted (e.g., regression, ANOVA). Being specific enhances clarity and credibility.

Linguistic Context

The phrase "multivariate analysis for" functions as a prepositional phrase specifying the purpose or target of a multivariate analysis. This type of analysis involves examining multiple variables simultaneously to understand their relationships. Ludwig AI confirms the proper usage of this phrase.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "multivariate analysis for" is a grammatically correct phrase widely used in scientific and academic writing to specify the purpose of a multivariate statistical analysis. According to Ludwig AI, its usage is primarily concentrated within the realm of scientific literature. When employing this phrase, ensure you precisely define the outcome or purpose being analyzed to maintain clarity and precision. Alternatives like "multivariable analysis for" or "multiple regression analysis for" can be used based on the specific analytical context. By following these guidelines, you can effectively incorporate this phrase into your writing while avoiding common pitfalls.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

multivariable analysis for

Replaces "variate" with "variable", emphasizing the multiple variables involved in the analysis.

multiple regression analysis for

Specifies the type of multivariate analysis being used, focusing on regression.

multivariate statistical analysis for

Adds the adjective "statistical" to clarify the nature of the analysis.

analysis of multiple variables for

Rephrases the query to focus on the "analysis" itself and specifying that multiple variables are involved.

assessing multiple factors for

Shifts the focus to the assessment of multiple factors instead of a specific type of analysis.

examining several variables for

Uses "examining" to replace "analysis", providing a less technical term.

multivariate approach to

Changes the structure to focus on a "multivariate approach", which is a broader concept.

multivariate investigation of

Uses "investigation" instead of "analysis", suggesting a more exploratory approach.

integrated analysis for

Emphasizes that the analysis is integrated, combining different variables.

comprehensive assessment for

Highlights the comprehensiveness of the assessment, implying multiple variables.

FAQs

How is "multivariate analysis for" used in academic writing?

In academic writing, "multivariate analysis for" is used to describe statistical techniques that analyze multiple variables simultaneously to understand complex relationships, often in research papers and reports. For example, one might use "multivariate analysis for survival" or "multivariate analysis for risk factors".

What are some alternatives to saying "multivariate analysis for"?

Alternatives include "multivariable analysis for", "multiple regression analysis for", or "analysis of multiple variables for", depending on the specific context and the type of analysis conducted.

What does "multivariate analysis for" typically investigate?

It typically investigates the relationships between several independent variables and one or more dependent variables. The goal is often to determine the effect of various factors on a particular outcome.

How do I choose the right multivariate analysis technique?

The choice of technique depends on the nature of your data and research question. Common techniques include multiple regression, factor analysis, and cluster analysis. Consulting with a statistician can help ensure you select the appropriate method.