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<!DOCTYPE pkgmetadata SYSTEM "http://www.gentoo.org/dtd/metadata.dtd">
<pkgmetadata>
	<longdescription>
		Correction of Heaping on Individual Level // Provides methods for
		correcting heaping (digit preference) in survey data at the
		individual record level. Age heaping, where respondents
		disproportionately report ages ending in 0 or 5, is a common
		phenomenon that can distort demographic analyses. Unlike
		traditional smoothing methods that only correct aggregated
		statistics, this package corrects individual values by
		replacing a calculated proportion of heaped observations with
		draws from fitted truncated distributions (log-normal, normal,
		or uniform). Supports 5-year and 10-year heaping patterns,
		single heap correction, survey weights, and optional covariate-
		conditional (model-based) correction via quantile regression
		forests or linear models to preserve relationships. A multiple-
		imputation wrapper repeats the correction to propagate the
		added uncertainty into downstream inference.
	</longdescription>
</pkgmetadata>
