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On local slope estimation in partial linear models under Gaussian subordination

Article ID Journal Published Year Pages File Type
1148498 Journal of Statistical Planning and Inference 2014 12 Pages PDF
Abstract
We address estimation of trend functions and time dependent slope in a partial linear model when the errors are unknown time-dependent functionals of latent Gaussian processes. Asymptotic results are derived under short-memory and long-memory correlations in the data.
Keywords
Characteristic functionLong-memoryKernel smoothingHermite polynomialsLeast squares
Related Topics
Physical Sciences and Engineering Mathematics Applied Mathematics
Preview
On local slope estimation in partial linear models under Gaussian subordination
Authors
Sucharita Ghosh,
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Journal
Journal of Statistical Planning and Inference
Journal: Journal of Statistical Planning and Inference
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