Two Sample Testing in High Dimension via Maximum Mean Discrepancy

Mathematics

• Higher Dimensions 100%
• Test Statistic 100%
• Normal Approximation 100%
• Gaussian Distribution 50%
• Central Limit Theorem 50%
• Wide Range 50%
• Laplace Operator 50%
• Alternative Hypothesis 50%
• Asymptotic Property 50%
• Detect Difference 50%
• Dimensional Euclidean Space 50%
• Power Analysis 50%
• Unbiased Statistic 50%

Keyphrases

• High Dimension 100%
• Two-sample Test 100%
• Maximum Mean Discrepancy 100%
• Sample Maximum 50%
• Test Statistic 33%
• Normal Approximation 33%
• Studentized 33%
• Numerical Simulation 16%
• Popular 16%
• Central Limit Theorem 16%
• Convergence Rate 16%
• Power Analysis 16%
• Asymptotic Properties 16%
• Energy Distance 16%
• Frequent Use 16%
• Machine Learning 16%
• Gaussian Kernel 16%
• Euclidean Space 16%
• Explicit Rate 16%
• U-statistics 16%
• High-dimensional Regime 16%
• Laplacian Kernel 16%
• High-dimensional Environments 16%