The phrase "assume conditional" is not a standard expression in written English and may cause confusion.
It could be used in contexts related to logic, programming, or hypothetical scenarios where conditions are being considered.
Example: "In this analysis, we will assume conditional probabilities to evaluate the outcomes."
Alternatives: "conditional assumption" or "conditional premise".
We assume conditional independence of the feature vectors computed at all nodes, given each class.
Note that we need assume conditional independence only for the untreated outcome due to our interest in the ATET; as such, we need not rule out selection into treatment based on the treated outcome.
To solve the potential selection bias by matching, we have to assume conditional independence, i.e. conditional on a set of relevant covariates X the non-participation outcome Y0 is independent of the participation decision.
Case 2 and 3 assume conditional prevalence is known.
In this situation it is obvious that standard multiple regression models, which assume conditional normality, are inappropriate.
Given the large number of explicative variables, it seemed reasonable to assume conditional independence of the two transplantations of a given patient.
Existing probabilistic methods for representing and analyzing protein sequences have traditionally assumed conditional independence of evidence.
Two statistical models assuming conditional dependence of both tests on Campylobacter status were used to compare the results.
NB assumes conditional independence between features.
RESULTS: The simple Bayes model, which assumes conditional independence, consistently equalled or outperformed the proper (maximally dependent) Bayes model, which assumes conditional dependence, across all training sample and attribute set sizes.
NB is based upon Bayes' theorem and assumes conditional independence between features.
