Online updating method to correct for measurement error in big data streams

Discovering statistics using R

Choice Reviews Online · 2012 · 2.6K citations

Natural Sciences, Biostatistics, Mathematics +10

A Scalable Bootstrap for Massive Data

Ariel Kleiner, Ameet Talwalkar, Purnamrita Sarkar et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2014 · 400 citations · Full text

Public Health, Computer Science, High-performance Computing +13

Covariate Measurement Error in Logistic Regression

Leonard A. Stefanski, Raymond J. Carroll · The Annals of Statistics · 1985 · 280 citations · Full text

Natural Sciences, Biostatistics, Econometrics +16

Conditional scores and optimal scores for generalized linear measurement-error models

Leonard A. Stefanski, Raymond J. Carroll · Biometrika · 1987 · 279 citations

Social Sciences, Educational Measurement, Econometrics +11

Optimal Subsampling for Large Sample Logistic Regression

Journal of the American Statistical Association · 2017 · 259 citations · Full text

Public Health, Biostatistics, Cost-minimization Analysis +16