Segmented analysis

USAGE SUMMARY

The phrase "Segmented analysis" is correct and usable in written English. You can use it when referring to an analysis that breaks down data into distinct segments or categories for better understanding. For example, "The segmented analysis revealed significant differences in customer behavior across age groups." Alternative expressions include "differentiated analysis" and "divided analysis."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

FERC maintains that it was legally entitled to conduct a segmented analysis of the project.

The New York Times

19 20 22–25 Most studies using segmented analysis were analysed with time-aggregated data without considering the personal level.

BMJ Open

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

By using time-resolved spectroscopy (TRS), we have been developing some approaches to these issues: (1) the method with analytical solutions of the diffusion equation, (2) the method with spatially resolved and time-resolved reflectances, (3) time-segmented analysis of time-resolved reflectances and (4) diffuse optical tomography (DOT).

Clinical Neurophysiology

The interruption splits the time series into preintervention and postintervention (accreditation) segments so that segmented regression analysis of interrupted time series data permits the researcher to statistically evaluate the impact of accreditation on the 23 quality measures, both immediately and in the long term, and the extent to which factors other than accreditation explain the change.

BMJ Open

The interruption splits the time series into pre-intervention and post- intervention (accreditation) segments so that segmented regression analysis of interrupted time series data permits the researcher to statistically evaluate the impact of an intervention on an outcome variable, both immediately and long-term; and the extent to which factors other than the intervention explain the change.

BMC Health Services Research

Segmented regression analysis of interrupted time series analysis is a useful method to evaluate policy evaluation.

BMJ Open

Segmented curve analysis: x i is defined for each segment of the curve and PCA analysis is performed separately for each segment of each curve.

Journal of Modern Transportation

Segmented curve analysis: x i is defined for each segment of the curve and PCA analysis is performed separately for each segment of each curve.  .

Journal of Modern Transportation

Often, statistical expertise is needed to set up a segmented regression analysis model (or other ITS model) and for the data analysis.

BMJ Quality and Safety

We included in the network meta-analysis those studies that included only these strategies and permitted a segmented regression analysis and directly observed compliance with hand hygiene.

British Medical Journal

On the basis of segmented regression analysis, the curve of this relationship was divided into two segments: the first segment of genes with 0 to 10 introns showed a linear positive correlation, and the second segment of genes with ≥ 11 introns showed a plateau in terms of correlation.

BMC Evolutionary Biology

Expert writing Tips

Best practice

When using "segmented analysis", clearly define the criteria used for segmentation to ensure transparency and replicability. For example, state that the segments were created based on demographic data or specific behavioral patterns.

Common error

A common error is to perform "segmented analysis" without adequately explaining why specific segmentation criteria were chosen. Always provide a rationale for your choices to avoid the impression of arbitrary or biased analysis.

Linguistic Context

The phrase "segmented analysis" functions primarily as a noun phrase, where "segmented" acts as an adjective modifying the noun "analysis". It refers to a specific type of analytical process, as seen in the Ludwig examples.

Expression frequency: Rare

Frequent in

Science

67%

News & Media

33%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "segmented analysis" refers to a method of breaking down data into distinct parts for individual analysis, as confirmed by Ludwig. This term is grammatically sound and functions as a noun phrase, most often found in formal and scientific contexts. While less frequent in general usage, "segmented analysis" is an important concept in research and data science. Alternatives like "stratified analysis" or "component analysis" can be used depending on the specific nuance desired. Remember to justify your segmentation choices when employing this technique.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

stratified analysis

This alternative emphasizes the division into layers or levels for analysis.

partitioned analysis

This emphasizes the act of dividing the data into distinct parts.

disaggregated analysis

This highlights breaking down the analysis into smaller components.

component analysis

This focuses on the analysis of individual parts or constituents.

sectional analysis

This stresses the analysis of distinct sections or portions.

compartmentalized analysis

This alternative suggests a division into separate, well-defined categories.

layered analysis

Similar to stratified, but with a more general emphasis on layers.

granular analysis

Focuses on a detailed examination at a fine-grained level.

subgroup analysis

Highlights analysis focused on specific subgroups within a larger dataset.

discrete analysis

Emphasizes that the analysis is performed on separate and distinct units.

FAQs

What does "segmented analysis" mean?

"Segmented analysis" refers to the process of dividing data into distinct groups or segments based on shared characteristics and then analyzing each segment separately to identify patterns or insights.

How is "stratified analysis" different from "segmented analysis"?

While both involve dividing data, "segmented analysis" is a broader term. "Stratified analysis" specifically refers to dividing a population into subgroups (strata) based on shared attributes before analysis, often to ensure representation from each group.

When is it appropriate to use "segmented analysis"?

"Segmented analysis" is useful when you suspect that different subgroups within a larger dataset may exhibit different behaviors or trends. It allows for a more nuanced and targeted understanding compared to analyzing the entire dataset as a whole.

What are some alternatives to using the phrase "segmented analysis"?

Depending on the context, you could use alternatives such as "component analysis", "subgroup analysis", or "partitioned analysis".