analyzed with linear techniques

USAGE SUMMARY

The phrase "analyzed with linear techniques" is correct and usable in written English.
It can be used in contexts where data or information is being examined or interpreted using linear methods or approaches. Example: "The data was analyzed with linear techniques to identify trends and patterns over time."

✓ Grammatically correct

Science

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Continuous outcomes will be analyzed with linear regression techniques.

BMC Musculoskeletal Disorders

The data were analyzed with linear regression techniques, taking confounders into account.

Environmental Health Perspectives

Data were analyzed with linear multilevel models.

Schizophrenia Research

Data were analyzed with linear regression.Depression and anxiety were significantly correlated with sleep satisfaction and predictive of cognitive ability.

Stanford University

Associations between variables were analyzed with linear regression.

Intensive Care Medicine Experimental

SYBR green dye intensity was analyzed with linear regression analysis.

Plosone

Analyzed with Linear Mixed Method.

Child and Adolescent Psychiatry and Mental Health

Continuous data were analyzed with linear regression.

Emerging Infectious Diseases

Data were analyzed with linear mixed modeling.

BMC Complementary and Alternative Medicine

Continuous outcomes were analyzed with linear mixed models.

BMC Health Services Research

Time trends were analyzed with linear regression analyses.

BMC Infectious Diseases

Expert writing Tips

Best practice

When describing data analysis, specify the type of linear technique used (e.g. linear regression, linear mixed models) for clarity.

Common error

Avoid simply stating that data was "analyzed with linear techniques" without specifying the particular method. This can make the analysis seem vague. Instead, mention the specific linear method, such as linear regression or linear mixed modeling.

Linguistic Context

The phrase "analyzed with linear techniques" functions as a description of a method used in data analysis. It indicates that linear methods were applied to examine and interpret data. Ludwig AI highlights its use in scientific contexts.

Expression frequency: Missing

Frequent in

Science

0%

News & Media

0%

Formal & Business

0%

Less common in

Science

0%

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "analyzed with linear techniques" is a descriptor used to indicate that data has been processed using linear methods, most commonly in scientific or technical contexts. Though grammatically correct, Ludwig AI highlights the phrase is rare. The best practice is to clearly specify the type of linear technique used for enhanced clarity. Alternatives include "subjected to linear analysis" or "assessed using linear methods". It is advisable to avoid oversimplification and clarify the specific method, such as linear regression or linear mixed modeling, to increase the precision and usefulness of the description.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

studied using linear techniques

Similar to the original but uses "studied" to emphasize the research aspect.

subjected to linear analysis

Emphasizes the action performed on the subject rather than the method itself.

assessed using linear methods

Highlights the tools or methods employed in the assessment.

evaluated with linear strategies

Focuses on the specific strategies or approaches applied during evaluation.

investigated via linear approaches

Implies a more in-depth exploration or examination using linear methodologies.

processed through linear algorithms

Emphasizes the computational aspect and the use of specific algorithms.

examined with linear models

Highlights the utilization of linear models for examination.

treated with linear methodologies

Focuses on how something was handled using linear methodologies.

interpreted through linear frameworks

Highlights the use of a linear framework for understanding or interpreting data.

dealt with via linear means

Implies a handling or management of data using linear means or approaches.

FAQs

What does it mean to say something was "analyzed with linear techniques"?

It means that linear methods, like linear regression or linear mixed models, were used to examine and interpret data to find relationships or patterns.

In what contexts is the phrase "analyzed with linear techniques" typically used?

This phrase is commonly used in scientific, statistical, and technical writing to describe data analysis methods.

What are some alternatives to saying "analyzed with linear techniques"?

Alternatives include "subjected to linear analysis", "assessed using linear methods", or "evaluated with "linear strategies"".

How can I make my description of data analysis more specific than just saying "analyzed with linear techniques"?

Specify the exact linear method used, such as "analyzed with linear regression", "analyzed with "linear mixed models"", or "analyzed with "generalized linear models"".