there are some data missing

USAGE SUMMARY

The sentence 'there are some data missing' is correct and usable in written English.
You can use it when you are referring to missing pieces of information in a document or collection. For example, "The researcher noticed that there were some data missing from the patient's records."

✓ Grammatically correct

Science

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Lastly, there were some data missing in the respect of HLA-DR and T lymphocyte subsets, which may also have some influence over the results.

BMC Gastroenterology

His explanation further adds that there is something, some data, missing in our understanding.

Huffington Post

Despite our efforts in catching up as much information as possible, there were still some data missing.

Clinical interventions in aging

However, estimating parameters using maximum-likelihood principle is very hard if there are some missing data or latent variables (i.e., cannot be observed).

Vietnam Journal of Computer Science

There are some missing data for GOS, Mac Cabe and Knaus scores and time to acyclovir initiation.

BMC Infectious Diseases

Therefore there are some missing data, but this has been indicated in each of the figures and tables.

BMJ Open

Although there are some missing data over time, the overall response rate was >95% across the assessment time points.

Annals of Oncology

First, despite prospective data acquisition, there were some missing data, as illustrated by the lack of information about influenza or pneumococcal vaccination or HIV status.

Critical Care

There are some spikes and missing data observed in the measured logs which have also been taken care of by the rock physics model.

Journal of Petroleum Exploration and Production Technology

There were some missing data within studies, with ∼1% of individuals missing weight, height and smoking status, and ∼5% missing social class, all of which were recorded in all studies.

British Journal of Cancer

As the data was collected retrospectively, there was some missing data.

BMC Pediatrics

Expert writing Tips

Best practice

When reporting missing data, clearly state which variables or data points are affected and the extent of the missingness.

Common error

Don't assume that missing data is randomly distributed. Always investigate potential patterns or biases related to the missingness, as this can significantly impact your analysis and conclusions.

Linguistic Context

The phrase functions as an assertion of incomplete information. It indicates that a portion of data is not present or available, which is a common occurrence in research, data analysis, and record-keeping. Ludwig's AI validates its correctness in written English.

Expression frequency: Missing

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Ludwig's WRAP-UP

The phrase "there are some data missing" is a grammatically correct and commonly used statement to acknowledge incomplete information, according to Ludwig AI. While no exact examples were found, similar phrases appear frequently in scientific literature. It serves the purpose of transparency, preparing the audience for potential limitations in analyses due to data gaps. When using this phrase, it's important to specify which data is missing and to investigate the potential causes and biases. Alternatives like "data is partially absent" can also be used, depending on the context. Overall, be clear, specific, and transparent when communicating about missing data.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Data is partially absent

This alternative replaces the phrasing to be more concise using "absent" instead of "missing".

Some information is lacking

This alternative uses "lacking" to convey the absence of information.

Certain data points are absent

This alternative specifies that certain individual pieces of data are not present.

There's missing data

This alternative is a contraction of "there is", making it more informal.

The data set is incomplete

This alternative focuses on the incompleteness of the overall data set.

Not all the data are available

This alternative emphasizes the lack of availability of the data.

Data gaps exist

This alternative is shorter and more direct, highlighting the presence of gaps in the data.

Gaps are present in the data

This alternative reorders the words but has similar meaning.

The record has missing entries

This implies more directly that the record is missing its entries.

The information is deficient

This is more formal and highlights a deficiency or problem.

FAQs

How can I acknowledge "there are some data missing" in a formal report?

Use precise language like "Data for [specific variable] were not available for [percentage] of participants" or "Missing data were observed for [specific data points]". Be transparent about the extent and potential impact of the missing data.

What statistical methods can be used when "there are some data missing"?

Techniques include imputation (replacing missing values with estimated ones), listwise deletion (removing cases with any missing data), and maximum likelihood estimation, which can handle missing data directly. The choice depends on the amount and pattern of missingness.

Is it acceptable to say "data is partially absent" instead of "there are some data missing"?

Yes, "data is partially absent" is an acceptable alternative. It's more concise and emphasizes the incompleteness of the dataset, though it may sound more formal.

How does missing data affect the reliability of research findings when "there are some data missing"?

Missing data can reduce statistical power, introduce bias, and limit the generalizability of findings. It's crucial to assess the potential impact of missing data and employ appropriate statistical methods to mitigate these effects.