A hyperparameter-free angular kernel scan framework detects marginal distributional shifts in HDLSS regimes with theoretical guarantees under cross-coordinate mixing.
Some limit theorems for random functions
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Develops a sieve-based local projection estimator that recovers causal state-dependent impulse responses under linearity of conditional means in micro-macro panels, with valid inference.
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High-Dimensional Change-Point Detection via Angular Kernel Statistics
A hyperparameter-free angular kernel scan framework detects marginal distributional shifts in HDLSS regimes with theoretical guarantees under cross-coordinate mixing.
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Causal State-Dependent Local Projections
Develops a sieve-based local projection estimator that recovers causal state-dependent impulse responses under linearity of conditional means in micro-macro panels, with valid inference.