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The phrase "allow us to interpret" is correct and usable in written English.
You can use it when you want to request permission or indicate that you will provide an interpretation of something, such as a text or situation.
Example: "In this report, we will allow us to interpret the data collected from the survey to provide insights into customer preferences."
Alternatives: "permit us to explain" or "let us clarify".
Exact(23)
Here we describe a number of analytical methods that allow us to interpret QSAR models using the MMP approach.
We used sigmoidal output units, which allow us to interpret each output as the conditional probability that a certain voxel belongs to a cell soma given the original image patch as input.
Our results were compared with those obtained using a standard logistic regression model and allow us to interpret the most relevant household assets and their complex interactions when adopting NTC, in order to aid in the design of rural policies.
Difference-in-differences estimates in Table 3 allow us to interpret the effect of the minimum wage introduction on training.
Hence, we need to identify the criteria that allow us to interpret the availability of firms' internal funds in the Indian context.
Further estimates of the extinction to the central engine through different wavelengths, allow us to interpret the origin of the NIR polarisation.
Similar(37)
This type of thinking is common and useful in everyday thought, because it allows us to interpret events and behaviors; it is therefore persistent even when contradictory evidence is available (Kelemen, 1999).
Instead of providing isocaloric interpretations, the multivariate energy partition models allowed us to interpret our results while taking both energy and non-energy effects of foods into account.
We used Kunjin virus, the West Nile virus variant; its uniform diameter allows us to interpret a change in dynamic light scattering as a change in effective hydrodynamic radius.
Our project with the Royal Court allows us to interpret current affairs in a new, informed and really creative fashion.
It allowed us to interpret standard radiographs more precisely and more correctly.
More suggestions(18)
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allow us to play
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allow us to identify
enable us to interpret
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allow us to feel
allow us to understand
allow us to analyze
allow us to decipher
allow us to explain
allow us to believe
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com