Robust and efficient subsampling algorithms for massive data logistic regression

Business & Economics

• Subsampling 100%
• Logistic Regression 93%
• Estimator 26%
• Statistical Inference 15%
• Asymptotic Properties 13%
• Lower Probabilities 13%
• Standard Error 12%
• Estimation Method 11%
• Matrix 9%
• Simulation 7%
• Performance 4%

Mathematics

• Subsampling 87%
• Logistic Regression 72%
• Threshold Value 33%
• Estimator 17%
• Sandwich 11%
• Standard error 9%
• Statistical Inference 9%
• Asymptotic Properties 8%
• Simulation 6%
• Performance 5%
• Estimate 4%