multivariable analysis for

USAGE SUMMARY

The phrase "multivariable analysis for" is correct and usable in written English.
You can use it in contexts related to statistical analysis, research, or data evaluation where multiple variables are being considered. Example: "The study employed multivariable analysis for assessing the impact of various factors on patient outcomes."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The multivariable analysis for sexual behavior based on linear regression.

The Journal of Headache and Pain

We conducted a multivariable analysis for mortality with binary logistic regression (95 % CI, OR) p < 0,05.

Intensive Care Medicine Experimental

The results of the multivariable analysis for both observers (Table 3) indicate that echogenicity, calcification and colour flow are still all significantly associated with the final diagnosis.

Insights into Imaging

Multivariable analysis for predictors of survival was performed using a Cox proportional hazard regression model, including those variables that were associated with the outcome with a P < 0.2.

Annals of Intensive Care

This study characterized taper damage in retrievals with 2 different taper sizes but comparable taper surface finishes and investigated if fretting and corrosion damage is related to taper size in the context of a multivariable analysis for metal-on-polyethylene bearings.

The Journal of Arthroplasty

In separate multivariable analysis for bacteremia and IFD, children receiving an AD HSCT had increased HR and rate of bacteremia compared with those receiving a MRD transplantation (P = .0171 and P =.0001, respectively), whereas the HR and the rate of IFD were significantly influenced by the grade of aGVHD (P =.0002 and P <.0001, respectively).

Biology of Blood and Marrow Transplantation

Additional file 1. Multivariable analysis for individual echocardiography parameters.

Cardiovascular Diabetology

In the multivariable analysis for local control, radical resection was the only significant factor (P = 0.001).

Annals of Surgical Oncology

Ethnicity was associated with decision making in the final multivariable analysis for the decision making variable.

BMC Nephrology

We also used multivariable analysis for each screening type with random effects logit regression.

Diabetes Care

A multivariable analysis for prognostic factors was also performed in the present study.

Chinese Journal of Cancer

Expert writing Tips

Best practice

When reporting results, clearly state the dependent and independent variables included in your “multivariable analysis for” clarity and reproducibility.

Common error

Avoid including too many variables in your “multivariable analysis for” the sample size. Overfitting can lead to spurious findings that do not generalize to other datasets.

Linguistic Context

The phrase "multivariable analysis for" serves as a prepositional phrase that typically introduces the purpose or focus of a statistical analysis. According to Ludwig, the phrase is correctly used in English.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "multivariable analysis for" is a common and grammatically correct term used primarily in scientific and academic writing. It serves to clearly define the purpose of a statistical analysis involving multiple variables. Ludwig confirms that the phrase is usable in English, as demonstrated by its frequent appearance in scientific literature. When employing this phrase, it's crucial to clearly define the variables involved and avoid overfitting the statistical model. As the analysis is usually performed in a scientific context, it requires a register that is formal and precise.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Multivariate analysis for

Replaces 'multivariable' with 'multivariate', a synonym with similar statistical meaning.

Multifactorial analysis for

Uses 'multifactorial' instead of 'multivariable', indicating several factors are analyzed.

Multiple regression analysis for

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

Analysis of multiple variables for

Breaks down the term, emphasizing the analysis process involving several variables.

Analysis considering multiple factors for

Rephrases to focus on the consideration of several factors in the analysis.

Statistical analysis with multiple variables for

Adds 'statistical' to highlight the nature of the analysis.

Comprehensive analysis of variables for

Emphasizes the depth and scope of the analysis.

Joint effects analysis for

Emphasizes the study of combined effects of different variables.

Conjoint analysis for

Suggests an analysis where variables are considered together.

Complex variable analysis for

Highlights the complexity of the variables involved.

FAQs

How do I use "multivariable analysis for" in a sentence?

The phrase "multivariable analysis for" is typically used to introduce the purpose of the analysis. For example: "We conducted a “multivariable analysis for” predictors of survival."

What is the difference between "multivariable analysis for" and "multivariate analysis for"?

While often used interchangeably, "multivariable analysis for" generally refers to analyses with multiple independent variables predicting a single dependent variable, while "multivariate analysis for" involves multiple dependent variables as well.

What are common types of models used in "multivariable analysis for"?

Common models include multiple linear regression, logistic regression, and Cox proportional hazards regression, depending on the nature of the outcome variable being analyzed.

What should I consider when selecting variables for a "multivariable analysis for"?

Consider including variables that are theoretically relevant, statistically significant in univariate analyses, and not highly correlated with each other to avoid multicollinearity.