bivariable and multivariable regression

USAGE SUMMARY

The phrase "bivariable and multivariable regression" is correct and usable in written English.
It can be used in the context of statistical analysis or research when discussing models that involve two or more independent variables. Example: "In our study, we employed bivariable and multivariable regression to analyze the impact of various factors on the outcome."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

We then applied bivariable and multivariable regression analyses to examine relationships between risk game choices, different malaria care-seeking behaviors, and potential mediating pathways.

BMC Health Services Research

We used bivariable and multivariable regression analysis to assess the association of risk game choices with malaria care-seeking behaviors and RDT acceptability.

BMC Health Services Research

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Descriptive and multivariable regression analyses were conducted.

BMC Pregnancy and Childbirth

Simple and multivariable regression analyses were used as appropriate.

Critical Care

Both univariable and multivariable regression analyses were performed.

Bone Marrow Transplantation

Bivariable and multivariable logistic regression models evaluated associations of MVCT participation with socio-demographic, economic, and HIV risk characteristics, as well as HIV testing histories, HIV related stigma, and testing-related fears.

Plosone

Next, both bivariable and multivariable logistic regression analysis were conducted to further analyze data.

BMC Infectious Diseases

Simple frequency, bivariable and multivariable logistic regression analyses were performed using SPSS.

BMC Public Health

We compared attack rates (AR) in exposed and unexposed persons, using bivariable and multivariable logistic regression modelling.

BMC Infectious Diseases

Table  2 presents the results of the bivariable and multivariable logistic regression analysis of GWG information seeking.

BMC Pregnancy and Childbirth

Table  3 shows the variables associated with ART initiation in both bivariable and multivariable logistic regression analyses.

BMC Infectious Diseases

Expert writing Tips

Best practice

When reporting statistical results, specify the type of regression model used (e.g., linear, logistic) in addition to mentioning "bivariable and multivariable regression" to provide a clear understanding of the analysis.

Common error

Avoid simply stating that "bivariable and multivariable regression" was performed without specifying the dependent and independent variables, the type of regression model, or any transformations applied. Ensure complete reporting for reproducibility.

Linguistic Context

The phrase "bivariable and multivariable regression" functions as a technical term within statistics. It denotes a statistical method used to assess the relationship between dependent and independent variables. As confirmed by Ludwig, it is grammatically correct.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, the phrase "bivariable and multivariable regression" is a technical term used in statistical analysis to describe the use of both two-variable and multiple-variable regression models. As Ludwig AI confirms, the phrase is grammatically sound and predominantly used in scientific contexts. The analysis highlights its formal register and provides guidance on its appropriate use, emphasizing the need for detailed reporting and contextual clarity. Alternatives such as "bivariate and multivariate regression" may be used.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

bivariate and multivariate regression

This alternative uses slightly different terminology, replacing 'bi-' with 'bivari-' and 'multi-' with 'multivari-' while retaining the core statistical meaning.

two-variable and multiple-variable regression

This option specifies the number of variables more explicitly, using 'two-variable' instead of 'bivariable' and 'multiple-variable' instead of 'multivariable'.

regression analysis with two or more variables

This phrase broadens the scope, describing the analysis by the number of variables, offering a more general approach.

regression modeling with bivariable and multivariable methods

This alternative emphasizes the modeling aspect of the regression analysis, highlighting the methods used.

regression analysis using both bivariable and multivariable techniques

This alternative focuses on the techniques employed in the regression analysis, specifying both types.

regression models incorporating two or more variables

This phrase centers on the models themselves, specifying that they include either two or more variables.

statistical regression with bivariable and multivariable adjustments

This alternative highlights the statistical nature of the regression, focusing on the adjustments made.

regression analysis for two-variable and multivariable data

This alternative emphasizes the data type being analyzed, specifying that it is for both two-variable and multivariable data.

comparative regression analysis of bivariate and multivariate data

This option frames the regression as comparative, contrasting the analysis of bivariate and multivariate data.

regression techniques for assessing relationships between multiple variables

This phrase describes the purpose of regression, emphasizing its role in assessing relationships between variables.

FAQs

How do I use "bivariable and multivariable regression" in a sentence?

You can use "bivariable and multivariable regression" to describe statistical analyses. For example, "We employed "bivariable and multivariable regression" to identify factors associated with disease prevalence."

What is the difference between "bivariable regression" and "multivariable regression"?

"Bivariable regression" examines the relationship between one independent variable and a dependent variable. "Multivariable regression" examines the relationship between multiple independent variables and a dependent variable.

What are some alternatives to saying "bivariable and multivariable regression"?

Alternatives include "bivariate and multivariate regression", "two-variable and multiple-variable regression", or "regression analysis with two or more variables".

When should I use "bivariable and multivariable regression"?

Use "bivariable and multivariable regression" when you need to analyze the relationship between a dependent variable and one or more independent variables, and you want to control for potential confounding factors using multiple variables simultaneously.