develop a sensitivity analysis for the model

USAGE SUMMARY

The phrase "develop a sensitivity analysis for the model" is correct and usable in written English.
You can use it when discussing the process of assessing how different values of an input variable affect a particular output variable in a model. Example: "To ensure the robustness of our predictions, we need to develop a sensitivity analysis for the model to identify which parameters have the most significant impact."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

We further develop a sensitivity analysis approach to assess the sensitivity of the proposed model to violation of the key unconfoundedness assumption.

Duke University

Figure 1 depicts sensitivity analysis for the model robustness and objective function value Z.

Journal of Industrial Engineering International

A sensitivity analysis for model parameters in terms of magnitude of influence has been carried out.

Energy, Sustainability and Society

Through a sensitivity analysis, the model will construct the strongest possible argument against its own recommendation.

The New York Times - Sports

In finding the design point it is required to find the response and its sensitivity with direct differentiation method, this is the most challenging part of TELM, thus developing the sensitivity analysis for using the other material models is necessary.

International Journal of Advanced Structural Engineering (IJASE)

More investigations are needed to further generalize TELM; some of these have been listed below: In finding the design point it is required to find the response and its sensitivity with direct differentiation method, this is the most challenging part of TELM, thus developing the sensitivity analysis for using the other material models is necessary.

International Journal of Advanced Structural Engineering (IJASE)

In this paper, we develop the general framework of sensitivity analysis for the general nonconvex variational inequalities.

Journal of Inequalities and Applications

Furthermore, we performed sensitivity analysis for the parameters of the hypocotyl growth model, Figure 5C.

Plosone

We next used a mathematical model of glomerular ultrafiltration and a sensitivity analysis to calculate the prevailing range for delta P from the foregoing measured quantities.

Stanford University

In addition, we performed a sensitivity analysis using the prediction horizon for which each model was developed in case this differed from 5, 7.5, or 10 years.

British Medical Journal

(iv) Cost-effectiveness of the Programs: To develop and apply a model for assessment of the utility of the two maternal health programs and to perform a sensitivity analysis by testing alternative assumptions for a cost utility analysis.

BMC Public Health

Expert writing Tips

Best practice

When discussing model robustness, use "develop a sensitivity analysis for the model" to highlight the process of assessing the impact of input variable changes on model outputs. This emphasizes a proactive approach to understanding model behavior.

Common error

Avoid using "develop a sensitivity analysis for the model" when you actually mean validating the model's accuracy against real-world data. Sensitivity analysis explores parameter influence, while validation assesses predictive power.

Linguistic Context

The phrase "develop a sensitivity analysis for the model" functions as a directive or description of an action. It indicates the process of creating or implementing a sensitivity analysis to evaluate the impact of input variables on a model's output. According to Ludwig AI, the phrase is grammatically correct.

Expression frequency: Missing

Frequent in

Science

35%

Academia

25%

News & Media

15%

Less common in

Formal & Business

10%

Encyclopedias

5%

Wiki

10%

Ludwig's WRAP-UP

In summary, the phrase "develop a sensitivity analysis for the model" is grammatically correct and describes the process of creating a sensitivity analysis to assess a model's behavior under varying conditions. While Ludwig AI confirms its usability, its frequency is currently limited. The phrase is most commonly found in scientific and academic contexts, indicating a formal and technical register. Alternative phrases include "conduct a sensitivity analysis" or "perform a sensitivity analysis". When using the phrase, ensure clarity in distinguishing sensitivity analysis from model validation, focusing on parameter influence rather than overall predictive accuracy.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Conduct a sensitivity analysis on the model

Replaces "develop" with "conduct", focusing on performing the analysis rather than its creation.

Perform a sensitivity analysis for the model

Uses "perform" instead of "develop", emphasizing the execution of the analysis.

Create a sensitivity analysis for the model

Substitutes "develop" with "create", highlighting the generation aspect of the analysis.

Design a sensitivity analysis for the model

Replaces "develop" with "design", focusing on the structured planning of the analysis.

Implement a sensitivity analysis for the model

Changes "develop" to "implement", highlighting the practical application of the sensitivity analysis.

Establish a sensitivity analysis framework for the model

Focuses on setting up a structured framework for the analysis.

Formulate a sensitivity analysis for the model

Replaces "develop" with "formulate", emphasizing the intellectual process of creating the analysis.

Construct a sensitivity analysis of the model

Uses "construct" instead of "develop", indicating a building or assembling of the analysis.

Undertake a sensitivity analysis for the model

Substitutes "develop" with "undertake", framing the analysis as a task or project.

Prepare a sensitivity analysis for the model

Replaces "develop" with "prepare", emphasizing the readiness and setup of the analysis.

FAQs

What does it mean to "develop a sensitivity analysis for the model"?

To "develop a sensitivity analysis for the model" means to create and implement a process to assess how changes in the model's input parameters affect its output. It helps identify which parameters have the most significant impact on the model's results.

When should I "develop a sensitivity analysis for the model"?

You should "develop a sensitivity analysis for the model" when you need to understand how uncertainties in the model's inputs affect its predictions, identify critical parameters, and assess the model's robustness. This is particularly important before making decisions based on the model's output.

What are some alternatives to saying "develop a sensitivity analysis for the model"?

You can use alternatives like "conduct a sensitivity analysis", "perform a sensitivity analysis", or "create a sensitivity analysis" depending on the context.

What's the difference between "develop a sensitivity analysis for the model" and "validate the model"?

"Develop a sensitivity analysis for the model" focuses on understanding how changes in input parameters affect the model's output. "Validate the model", on the other hand, focuses on assessing how well the model's predictions match real-world data.