simulate a sensitivity analysis

USAGE SUMMARY

The phrase "simulate a sensitivity analysis" is correct and usable in written English.
You can use it in contexts related to data analysis, finance, or research when discussing the process of modeling how different variables impact outcomes. Example: "To understand the potential risks, we need to simulate a sensitivity analysis on the projected financial outcomes."

✓ Grammatically correct

Science

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

In particular the damage evaluation scenario is simulated and a sensitivity analysis is performed.

International Journal of Fatigue

We evaluate the model by examining its ability to simulate LUCC observed over the past three decades, conduct a sensitivity analysis of simulated trends to changes in important model parameters, and use the model to project likely landscape transformations over the next decade under "as usual," "pessimistic," and four "optimistic" scenarios.

Ecological Modelling

We simulated three different scenarios and a sensitivity analysis within a hypothetical landscape.

Ecological Modelling

We also performed a sensitivity analysis by simulating changes of ±20% for every model parameter, leading to deviations from the basal curve falling within the shaded areas shown in Figures  2 and 3.

BMC Systems Biology

We conducted a sensitivity analysis by simulating probabilistic clinical resource costs and mortalities to provide insight to their contribution to the ICER.

BMC Health Services Research

We performed a sensitivity analysis using simulated binary drug-target interaction data with 50 drugs and 100 targets, where experimental noise was modeled by flipping either from 0 to 1 (false positive) or vice versa (false negative), for up to 30% of the drug-target interactions.

Bioinformatics

Specifically, we can use our simulation framework to perform a sensitivity analysis.

Nature

A sensitivity analysis using a simulated factorial experiment indicated that the presence of a secondary vibrational mode within the elements of the array was the principal cause for both the shift in the position of the focus and for the unwanted maxima close to the surface of the array.

Ultrasound in Medicine & Biology

A sensitivity analysis showed that the simulated dew yield was highly sensitive to changes in relative humidity and downward longwave radiation.

Journal of Hydrology

To test the sensitivity of the obtained results to parameter change, I also carried out a sensitivity analysis where the model was simulated 42 times, keeping all parameters at their default values (Table 2) and changing only one (Table 3).

BMC Infectious Diseases

A sensitivity analysis was applied to simulate the effects of future environmental change on the time needed to reach the commercial size and the length at first maturity.

Journal of Sea Research

Expert writing Tips

Best practice

When using "simulate a sensitivity analysis", clearly define the parameters and variables being simulated to ensure the analysis is robust and interpretable.

Common error

Avoid using overly simplistic parameters in your simulation, as this can lead to inaccurate or misleading results in your sensitivity analysis. Ensure all relevant factors are considered.

Linguistic Context

The phrase "simulate a sensitivity analysis" functions as a verb phrase describing the action of creating a model to analyze the sensitivity of an outcome to changes in input variables. Ludwig examples demonstrate its use in scientific and engineering contexts.

Expression frequency: Missing

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Ludwig's WRAP-UP

In summary, "simulate a sensitivity analysis" is a phrase used to describe the process of creating a simulation model to assess how changes in various parameters affect a specific outcome. While Ludwig's examples indicate that the phrase is grammatically correct, its frequency is currently low. As highlighted by Ludwig, this phrase is most commonly found in scientific and technical contexts. Therefore, when using the phrase, it is crucial to clearly define the simulation parameters to ensure that the analysis is well-understood and accurately interpreted. Using alternative phrases like "perform a sensitivity analysis simulation" or "conduct a sensitivity analysis via simulation" can also add clarity, depending on the specific context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

perform a sensitivity analysis simulation

Reorders the words to emphasize the action of performing the analysis.

conduct a sensitivity analysis via simulation

Uses 'conduct' instead of 'simulate', focusing on the execution of the analysis using simulation.

model a sensitivity analysis

Uses 'model' instead of 'simulate', implying the creation of a model for the analysis.

run a sensitivity analysis simulation

Emphasizes the running or execution of the simulation within the analysis.

develop a sensitivity analysis simulation

Focuses on the development aspect of creating the simulation for the analysis.

build a simulation for sensitivity analysis

Highlights the construction of the simulation specifically for sensitivity analysis purposes.

create a sensitivity analysis model

Similar to 'model a sensitivity analysis', but explicitly mentions the creation aspect.

undertake a simulated sensitivity analysis

Emphasizes that the sensitivity analysis is carried out with simulation techniques.

implement a sensitivity analysis through simulation

Focuses on the practical implementation of the analysis using simulation methods.

design a simulation for sensitivity analysis

Highlights the design process involved in creating the simulation for sensitivity analysis.

FAQs

How can I use "simulate a sensitivity analysis" in a sentence?

You can use "simulate a sensitivity analysis" to describe the process of creating a model to test how changes in different variables affect the outcome. For example, "To understand the potential risks, we need to simulate a sensitivity analysis on the projected financial outcomes."

What are the steps involved in simulating a sensitivity analysis?

The process typically involves identifying key variables, creating a simulation model, varying the inputs, and analyzing the resulting changes in the output. This helps in understanding the impact of each variable on the overall outcome.

What is the purpose of performing a sensitivity analysis?

A sensitivity analysis helps determine how different values of an independent variable affect a particular dependent variable under a given set of assumptions. It helps to identify critical factors that drive outcomes and to assess the robustness of a model or decision.

What is the difference between "simulate a sensitivity analysis" and "perform a sensitivity analysis"?

"Simulate a sensitivity analysis" implies the use of a model to mimic the effects of varying parameters, whereas ""perform a sensitivity analysis"" is a broader term that can include both simulation-based and non-simulation-based methods of assessing sensitivity.