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Linear Latent Force Models using Gaussian Processes
Gaussian Processes Linear Latent Force Models
2011/7/19
Purely data driven approaches for machine learning present difficulties when data is scarce relative to the complexity of the model or when the model is forced to extrapolate.
Sampling design variance estimation of small area estimators in the Spanish Labour Force Survey
Labour Force Survey small area estimation linear models mean squared error bootstrap jackknife unemployment totals calibrated weights
2009/2/23
The main goal of this paper is to investigate how to estimate sampling design variances of modelbased and model-assisted small area estimators in a complex survey sampling setup. For this purpose the ...