Methods for evaluating and creating data quality

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

Computing, Computer Science, Data Science +12

The EM Algorithm and Extensions

Debashis Kushary, Geoffrey J. McLachlan, Thriyambakam Krishnan · Technometrics · 1998 · 5.1K citations

Natural Sciences, Biostatistics, Mathematics +16

Maximum Likelihood from Incomplete Data via the EM Algorithm

Digital Access to Scholarship at Harvard (DASH) (Harvard University) · 1977 · 4.5K citations · Full text

Public Health, Biostatistics, Bayesian Data Analysis +16

A survey of approaches to automatic schema matching

Erhard Rahm, Philip A. Bernstein · The VLDB Journal · 2001 · 3.3K citations · Full text

Computing, Computer Science, Information Systems +12