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Scaled SVDs contain information on typical age-patterns or age-sex patterns for demographic processes, extracted from international databases. The information is extracted using a singular value decomposition (SVD), and then scaled to make it easier to formulate priors.

Scaled SVDs can have multiple versions, based on data released at different dates, or on subsets of the available data.

Some datasets, and hence some scaled SVDs, include information on age but not on sex or gender.

Details

Scaled SVDProcessSourceVersionsSex dimension
CSASchool attendanceCensus data assembled by UN"v2025", "v2024"Yes
HFDFertilityHuman Fertility Database"v2025", "v2024"No
HIMD_RInternal migration: annual ratesHuman Internal Migration Database"v2024"No
HIMD_P1Internal migration: 1-year probabilitiesHuman Internal Migration Database"v2024"No
HIMD_P5Internal migration: 5-year probabilitiesHuman Internal Migration Database"v2024"No
HMDMortalityHuman Mortality Database"v2025", "v2025_50", "v2024"Yes
LFPLabour Force ParticipationOECD"v2025"Yes
WMD_CCurrently marriedWorld Migration Data"v2019"Yes
WMD_EEver marriedWorld Migration Data"v2019"Yes