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Astronomers previously had to rely on a cumbersome combination of indirect optical and radio observations using multiple telescopes to study the galaxies.
The source localization problem has been studied, e.g., in [1 3], [[4], p. 4089 ff], [[5], p. 746 ff] and [6], all of which use a sequential Bayesian estimator [7] to infer the source position states from observations using multiple sensors.
The principle behind RF is to build decision trees (or regression trees in the case of continuous dependent variables) by categorizing observations using multiple predictor variables.
To address potential biases due to incomplete data, two analyses were computed (a) complete case analysis (CCA) and (b) replacing missing observations using multiple imputation[ 14], combined to give one inference using the rules of Little and Rubin [ 15].
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The optical fiber arrangement is designed to permit simultaneous multi-color excitation of sample particles, at a single interrogation point in the observation channel, using multiple angles of excitation and detection.
Missing data for income (7,499 observations) and employment status at the individual level (92 observations) were imputed using multiple imputation [ 29].
We conducted a campaign of auroral observations in Fennoscandia using multiple imagers and the European Incoherent Scatter (EISCAT) UHF radar from March 5 to March 9 , 2013
Missing QOL observations were imputed using multiple imputation by chained equation methods [ 15, 16] using variables related to QOL including age, gender and ADL score.
Furthermore, this observation is supported using multiple measures of neutrophil structure and function.
Importantly, this observation is noted using multiple separate MEF isolates harvested at different times.
We also present techniques to refine location estimates using multiple observations and a method to display and update object locations on a video camera screen.
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