Distributed testing and estimation under sparse high dimensional models

Keyphrases

• Divide-and-conquer 100%
• High-dimensional Models 100%
• Distributed Hypothesis Testing 100%
• Distributed Estimation 100%
• Numerical Results 50%
• Parameter Estimation 50%
• Hypothesis Testing 50%
• Oracle 50%
• Test Statistic 50%
• High-dimensional Setting 50%
• Efficiency Loss 50%
• Efficiency Rate 50%
• Point Estimator 50%
• Estimation Rate 50%

Mathematics

• Dimensional Model 100%
• Divide and Conquer 100%
• Statistics 50%
• Parameter Estimation 50%
• Test Statistic 50%
• Statistical Hypothesis Testing 50%
• Subsample 50%
• Test Point 50%
• Point Estimator 50%