bivariate and multivariate analysis

USAGE SUMMARY

The phrase "bivariate and multivariate analysis" is correct and usable in written English.
It can be used in contexts related to statistics, research, or data analysis when discussing methods that involve two or more variables. Example: "In our study, we employed both bivariate and multivariate analysis to understand the relationships between the variables."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

We conducted descriptive, bivariate, and multivariate analysis to examine the associations of self-immolation with demographic and familial risk factors, adverse life events, mental disorders, as well as potential protective factors.

Burns

This approach involves descriptive, bivariate and multivariate analysis and has an explorative rather than exhaustive character.

Heritage Science

The results of bivariate and multivariate analysis are presented in Table 4.

Health Economics Review

DESIGN: Bivariate and multivariate analysis of detailed clinical data retrospectively gathered from medical records and of nonclinical variables obtained through linkage with the American Hospital Association data base.

Duke University

The exploration of the data was performed using a semi-quantitative approach which combines spectral investigation of painting and references, with descriptive, bivariate and multivariate analysis.

Heritage Science

Bivariate and multivariate analysis were used to analyze age, type of admission (surgery versus medical versus emergency) and comorbidities' influence on hospital outcome.

Intensive Care Medicine Experimental

Bivariate and multivariate analysis of factors associated with remaining in treatment at 12 months and achieving ≥6 opioid negative months is shown in Table 3.

Health & Justice

This explorative study illustrates the value of a combination of data analysis approaches, which includes assessment of spectra as well as descriptive, bivariate and multivariate analysis, for medium-sized datasets gathered at similar conditions.

Heritage Science

Bivariate and multivariate analysis was done using SPSS 16.0 statistical software.

Plosone

Univariate, bivariate, and multivariate analysis were performed.

BMC Geriatrics

Bivariate and Multivariate analysis were determined.

BMC Public Health

Expert writing Tips

Best practice

Always specify the statistical software (e.g., SPSS, R) used for the "bivariate and multivariate analysis" to ensure reproducibility of results.

Common error

Do not assume that statistically significant results from "bivariate and multivariate analysis" automatically imply causation. Further investigation is often needed to establish causal relationships.

Linguistic Context

The phrase "bivariate and multivariate analysis" functions as a noun phrase, typically used as an object of a verb. It refers to the statistical methods employed to examine relationships between variables, as demonstrated by the Ludwig examples.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "bivariate and multivariate analysis" is a common and grammatically correct term in scientific and academic writing, as confirmed by Ludwig. It refers to statistical techniques used to analyze relationships between variables. The phrase is most frequently used in science and related research. While alternatives exist, such as "two-variable and multiple-variable analysis", the original phrase maintains precision and is preferred in formal contexts. When using the phrase, it's important to distinguish between the two analysis and avoid attributing causation without further evidence. Ludwig provides numerous examples demonstrating the phrase's wide application in scientific literature.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

multivariate statistical analysis

Focuses on the statistical aspect and multiple variables.

two-variable and multiple-variable analysis

Breaks down the components explicitly.

statistical analysis of multiple variables

Highlights the use of statistics for multiple variables.

comparative bivariate and multivariate study

Emphasizes the comparison aspect of the analysis.

assessment of bivariate and multivariate relationships

Focuses on the relationships rather than the analysis itself.

joint analysis of two or more variables

More general phrasing avoiding specific statistical terminology.

exploratory data analysis with bivariate and multivariate methods

Highlights the exploratory nature of the data analysis.

regression analysis involving multiple independent variables

Specifies a particular type of multivariate analysis: regression.

correlation analysis of paired and multiple datasets

Focuses on correlation as the method of analysis.

data mining techniques for two-dimensional and multi-dimensional data

Uses data mining terminology to describe the process.

FAQs

How do I use "bivariate and multivariate analysis" in a sentence?

You can use "bivariate and multivariate analysis" to describe the statistical methods used in a study, for example: "We employed "bivariate and multivariate analysis" to identify factors associated with the outcome."

What's the difference between bivariate and multivariate analysis?

Bivariate analysis examines the relationship between two variables, while multivariate analysis examines the relationships among three or more variables.

Are there simpler terms I can use instead of "bivariate and multivariate analysis"?

While less precise, you could use phrases like "two-variable and multiple-variable analysis" or "statistical analysis of several factors" to convey a similar meaning in less formal contexts. However, for scientific accuracy, it's best to stick with "bivariate and multivariate analysis".

In what fields is "bivariate and multivariate analysis" commonly used?

"Bivariate and multivariate analysis" is frequently used in fields such as medicine, social sciences, economics, and engineering to analyze complex datasets and identify relationships between variables.