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With few automated weather stations and even fewer human observers in the region, scientists have had to use statistical techniques to infer long-term climate trends from sparse data.
Probability distribution estimation from sparse data.
Interpolated estimation of Markov source parameters from sparse data.
Estimation of probabilities from sparse data for the language model component of a speech recognizer.
Ayyer K, Philipp HT, Tate MW, Wierman JL, Elsera V, Gruner SM, "Determination of crystallographic intensities from sparse data," IUCrJ 2(1), 29-34 (2014).
Estimation of Probabilities from Sparse Data for the Language Model Component of a Speech Recognizer.
Our findings are that a high-dimensional parameter vector in a complex high-dimensional dynamic network model can be reliably inferred from temporally sparse microarray data using a penalized least squares approach.
Poldrack, R.A. Can cognitive processes be inferred from neuroimaging data?
Potentially antigenic peptide sequences were inferred from mutational data.
Size of great earthquakes of 1837-1974 infromed from tsunami data.
Sexual arousal was also inferred from copulation data.
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