On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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2 results for “test-then-pool”

Data Fusion with Distributional Equivalence Test-then-poolstat.ME

New TTP framework fuses control arms while controlling Type-I error.

problem Bias in borrowing control data from previous trials.

method Kernel two-sample testing via MMD and equivalence testing.

result Higher power than standard TTP methods while maintaining error control.

data fusion distributional equivalence test-then-pool kernel methods maximum mean discrepancy

2026-03-12abs ↗pdf ↗

Dynamic Borrowing Method for Historical Information Using a Frequentist Approach for Hybrid Control Designstat.ME

Proposes dynamic borrowing method for historical data in clinical trials.

problem Insufficient statistical power in rare and pediatric disease clinical trials.

method Dynamic borrowing method based on frequentist approach using similarity measures.

result Demonstrates usefulness of dynamic borrowing in reanalyzing clinical trial data.

clinical trials historical data frequentist approach dynamic borrowing statistical power

2023-05-24abs ↗pdf ↗