based on the sample

USAGE SUMMARY

In written English, the phrase 'based on the sample' is definitely correct and can be used in certain contexts.
For example, you could use it in a sentence such as, "This survey is based on the sample of people aged 18 to 25."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

The words are based on the sample materials provided by the STA.

The Guardian

"Based on the sample, the estimated value is about $650 million," Colonel Huey said.

The New York Times

Based on the sample, the researchers estimated that at least 680 United States citizens had been held under the program.

The New York Times

Like other bridal companies, Bari Jay sells a sample dress to its stores, which then place orders based on the sample.

The New York Times

Based on the sample images available at Kodak's exhibit, I doubt that the 3-D printing feature will do little, if anything, to boost the company's printer sales.

The New York Times

Our results are based on the sample period 1992 2016.

IZA Journal of Development and Migration

The identification of conditional heteroscedasticity is often based on the sample autocorrelations of squared returns.

SERIEs

Mathematical formulas (estimators) are used for estimating the parameters based on the sample data.

Forest Ecosystems

Starting from there, several possibilities exist for representing a motion pattern based on the sample trajectories.

ROBOMECH Journal

This is estimated by (hat{M}_{PC} = hat{Sigma },) which is based on the sample data.

Journal of Big Data

Reconfigurability based on the sample size is achieved by the control unit.

EURASIP Journal on Advances in Signal Processing

Expert writing Tips

Best practice

Use "based on the sample" to introduce findings, estimations, or conclusions derived from a specific data set or experiment to clearly indicate the origin of your information.

Common error

Avoid making broad claims about a general population when your analysis is "based on the sample" that is too small or not representative. Be cautious in extrapolating results to larger contexts.

Linguistic Context

The phrase "based on the sample" functions as a prepositional phrase that modifies a statement or conclusion. It indicates that the statement is derived from or supported by the data collected from a specific sample. Ludwig AI confirms its validity and frequent usage.

Expression frequency: Very common

Frequent in

Science

62%

News & Media

25%

Formal & Business

13%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "based on the sample" is a grammatically sound and frequently used prepositional phrase, primarily serving to ground claims and conclusions in empirical data. As confirmed by Ludwig AI, its function is to indicate that a statement is derived from a specific data set. Predominantly found in scientific, news, and formal business contexts, the phrase carries a formal register. When employing this phrase, ensure the sample is representative to strengthen your argument and avoid overgeneralization. Consider alternatives like "according to the sample" or "derived from the sample" to fine-tune your message.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

according to the sample

Focuses more on direct alignment with the sample data.

drawing from the sample

Emphasizes the act of extracting information or conclusions.

derived from the sample

Highlights the origin of information from the sample.

using the sample data

Stresses the employment of sample data in analysis.

from the sample results

Directly refers to the findings obtained from the sample.

in light of the sample

Suggests consideration of the sample as a whole in forming a judgment.

considering the sample

Highlights the act of taking the sample into account.

given the sample data

Emphasizes the sample data as a precondition for analysis.

predicated on the sample

Indicates that something is founded or based primarily on the sample.

stemming from the sample

Highlights the source or origin of the findings in the sample.

FAQs

How can I use "based on the sample" in a sentence?

You can use "based on the sample" to introduce a conclusion or finding that is derived from analyzing a specific set of data. For example, "Based on the sample, we can estimate the average income of residents in this area."

What are some alternatives to "based on the sample"?

Some alternatives include "according to the sample", "drawing from the sample", or "derived from the sample". The best choice depends on the specific nuance you want to convey.

Is it always necessary to specify that findings are "based on the sample"?

While not always mandatory, specifying that your findings are "based on the sample" enhances transparency and clarifies the scope of your conclusions. It helps the reader understand the limitations of your analysis.

How does the sample size affect conclusions "based on the sample"?

The sample size significantly impacts the reliability of conclusions. Larger, representative samples generally lead to more robust and generalizable findings. Smaller samples may be prone to greater error and may not accurately reflect the broader population.