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The goal is to make reliable inferences while making minimal assumptions about the models generating the data.
Kaliouby often emphasizes that this technology can read only facial expressions, not minds, but Affdex is marketed as a tool that can make reliable inferences about people's emotions — a tap into the unconscious.
Identifying outliers is essential to the data analyst in order to make reliable inferences on the data at hand.
During this process, with the rapid convergence of Markov chains, a representative sample can be quickly obtained as soon as the sample attains equilibrium, on which researchers can make reliable inferences regarding the characteristics of populations.
Saria who in addition to her affiliation with the Whiting School is also assistant professor of health policy and management at the Bloomberg School of Public Health continues to work with her team to advance the computer algorithms needed to make reliable inferences from messy clinical streams.
Without this, it is difficult to make reliable inferences of the absence of particular genes.
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The information on the demographic history provided by the PSMC analysis should be interpreted with some caution as the amount of sequence data available does not fulfil recommendations for what is needed to make reliable inference of population size dynamics over time.
The mixing rate is the key: for a small rate, the situation effectively reduces to a standard phylogenetics problem; when it is very high, we cannot parse out pool mixtures from the tree information; in between, we can make reliable inference.
More specifically, some investigators believe that that if they have evidence of a very high correlation between the potential surrogate and the true outcome in each treatment group in a previous study, they can make reliable inference about true outcome in a new study with only a surrogate endpoint.
The information provided in the studies reporting theoretical associations between HWLPs and psychiatric symptoms is often (i) based on single-case reports and (ii) insufficient for making reliable inferences about causality.
Though the evidence of psychiatric symptoms associated with HWLPs may collectively look impressive, the information provided in the reviewed studies is often insufficient for making reliable inferences about causality; therefore, in some cases it may be unnecessarily alarmist to accept a cause-effect relationship between HWLPs and psychiatric symptoms.
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