An instrumental variable approach to estimation of match probabilities or precision in linked data
Background with rationale While probabilistic linkage methods are ostensibly based on the probabilities of record pairs being matches (i.e. their marginal precision or positive predictive value), in practice they are used principally for ranking candidate links and fall short of supporting estimati...
Main Author: | James Doidge |
---|---|
Format: | Article |
Language: | English |
Published: |
Swansea University
2019-11-01
|
Series: | International Journal of Population Data Science |
Online Access: | https://ijpds.org/article/view/1258 |
Similar Items
-
Application of the Variable Precision Rough Sets Model to Estimate the Outlier Probability of Each Element
by: Francisco Maciá Pérez, et al.
Published: (2018-01-01) -
Precise Probability Estimation of Symbols in VVC CABAC Entropy Encoder
by: Damian Karwowski
Published: (2021-01-01) -
Precise Estimation of Probabilities in CABAC Using the Cauchy Optimization Method
by: Damian Karwowski
Published: (2020-01-01) -
Collective animal behavior from Bayesian estimation and probability matching.
by: Alfonso Pérez-Escudero, et al.
Published: (2011-11-01) -
Effect of family relatedness on characteristics of estimated IBD probabilities in relation to precision of QTL estimates
by: Hernández-Sánchez Jules, et al.
Published: (2010-09-01)