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Reliable inferences require attention to species-specific ecological characteristics and their interactions with environmental conditions at a range of spatial scales.
Reliable inferences on RNA editing require comparisons of genomic sequence to that of mature mRNA or cDNA.
The goal is to make reliable inferences while making minimal assumptions about the models generating the data.
To enable more reliable inferences in these small subpopulations, she has developed a Bayesian multilevel model by borrowing information from other subpopulations.
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.
To draw reliable inferences from these case histories about extinctions in other groups of species requires that these be representative and not selected with a bias toward high extinction rates.
Finally, I will introduce areas where statistical machine-learning techniques are leading to new classes of computational diagnostic and treatment planning toolstools that tease out subtle information from messy observational datasets, and provide reliable inferences given detailed context about the individual patient.
In a nutshell, the problem is that when one's favorite theory is foisted on the data, the end result is invariably an empirical model which is both statistically and substantively misspecified, but one has no way to disentangle the two sources of error in order to draw reliable inferences.
Many other studies had flaws that he says make it impossible to draw reliable inferences.
Identifying outliers is essential to the data analyst in order to make reliable inferences on the data at hand.
This pattern likely reflects the unreliability of uncorrected transitions for the ineligible group, which is dominated by labor force entrants, and it precludes reliable inferences.
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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