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Similarly to the derivation of Equation 3, the topic is assumed to stop trending if the value of either one of the random variables governing the process falls below the thresholds θ 1 and θ 2, respectively.
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Latent Dirichelt allocation is similar to pLSA except that in LDA the topic distribution is assumed to have a Dirichlet prior.
Analysis of research topic 3: It is assumed, that employees at workplaces with high exposures of manual handling operations show health related outcomes (musculoskeletal symptoms) more frequently than non-exposed workers, taking into consideration relevant confounders such as age, gender, constitution or disposition.
Knowledge of topics covered in MATH 112 is assumed.
Knowledge of topics covered in MATH 112 and MATH 115 is assumed.
Each word is assumed to come from exactly one topic.
A document is assumed to be the result of an iterative process that selects topics from a document-specific probabilistic topic distribution and words from a topic-specific probabilistic word distribution.
The speaker is assumed not to have any special "expert knowledge" on the topic of their assertion.
Resilience is assumed.
A worldliness is assumed.
That is assumed.
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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