data were simulated

USAGE SUMMARY

The phrase "data were simulated" is correct and usable in written English.
It can be used in contexts where you are describing a process in which data has been generated artificially for analysis or testing purposes. Example: "In our study, we found that the results were consistent across multiple trials, indicating that the data were simulated effectively."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The well-derived geochemical data were simulated by Sequential Gaussian Simulation (SGS) method.

Journal of Petroleum Science and Engineering

Data were simulated as described in Simulation study 1, with moderation on the cross paths being absent.

Behavior Genetics

Genome-wide SNP data were simulated using the sequential coalescent simulator MaCS (Chen et al. 2009).

Genetics

Like in all DREAM challenges, in silico expression data were simulated using an open-source GeneNetWeaver simulator [ 54].

BMC Systems Biology

Finally, we compared our simulation procedure to previous methods where data were simulated from a single locus.

BMC Evolutionary Biology

The treated data were simulated using tanks-in-series model.

Applied Radiation and Isotopes

The experimental data were simulated using the BIO_PORE model, developed in the COMSOL Multiphysics™ platform.

Science of The Total Environment

Count data were simulated for 25 years using known parameters and observation process for each model.

Ecological Modelling

Data were simulated using the Weibull frailty model with two different shapes of the Weibull distribution.

Journal of Dairy Science

In addition, these data were simulated using a detailed chemical kinetic model.

Combustion and Flame

Taking into account those deviations, five designs were constructed, and, for each of them, 3000 data were simulated.

Computational Statistics & Data Analysis

Expert writing Tips

Best practice

When using "data were simulated", clearly state the method or model used for simulation to ensure transparency and reproducibility. For example: "Data were simulated using a Monte Carlo method."

Common error

Avoid vague statements like "data were simulated" without specifying the parameters or process. This can lead to confusion and make it difficult for others to replicate your work.

Linguistic Context

The phrase "data were simulated" functions as a passive voice construction indicating that the action of simulating was performed on the data. Ludwig AI confirms its frequent use in academic and scientific contexts.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "data were simulated" is a common phrase, as shown by Ludwig AI, used to describe the process of creating data artificially for analysis, often in scientific research. It's grammatically correct and most frequently found in formal, scientific contexts. To ensure clarity, it's important to specify the simulation methods used. Alternatives like "data were generated" or "data were modeled" can be used depending on the specific nuance you want to convey. Remembering that data is generally considered plural in scientific writing, it should always be "data were simulated".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data were generated

Focuses on the creation aspect rather than the imitation aspect implied by "simulated".

data were created

Similar to 'generated', this emphasizes the act of making data, but with a slightly broader connotation.

data were modeled

Highlights the use of a model to produce the data, emphasizing the theoretical framework.

data were synthesized

Indicates the combination of different elements to form data, suggesting a more complex creation process.

data were computationally derived

Specifies that the data originated from computational processes.

data were artificially produced

Emphasizes the non-natural origin of the data, highlighting its synthetic nature.

data were replicated

Focuses on reproducing existing data rather than creating new data.

data were computer-generated

Specifies the tool used to generate the data.

data were algorithmically determined

Highlights the reliance on an algorithm to obtain the data.

data were projected

Implies forecasting or extrapolation to create the data, often based on existing trends.

FAQs

How is "data were simulated" used in research papers?

In research, "data were simulated" indicates that the data used for analysis wasn't collected directly but generated through a model or algorithm. This is often done to test hypotheses or evaluate the performance of methods under controlled conditions.

What's the difference between "data were simulated" and "data were collected"?

"Data were simulated" means the data was artificially created, usually by a computer, for the purpose of experimentation or analysis. "Data were collected", on the other hand, means the data came from real-world observations or measurements.

When should I use "data were simulated" instead of "data were generated"?

While "data were generated" can refer to any form of data creation, "data were simulated" implies a specific process of creating data that mimics real-world conditions or a theoretical model. Use "data were simulated" when you want to emphasize this modeling aspect.

Can I use "data was simulated" instead of "data were simulated"?

No, the correct grammatical form is "data were simulated". "Data" is treated as a plural noun in scientific writing, so it requires the plural verb form "were". Using "data was simulated" is grammatically incorrect in this context.