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Heterogeneity Blindness in ALS Clinical Trials: Power Loss, Estimand Mismatch, and a Latent-Class Alternative

Standard analytical methods in ALS clinical trials—linear mixed models (LMM) and ANCOVA—assume that all patients follow a single disease trajectory. We present simulation evidence from approximately 14,650 synthetic trials demonstrating that this assumption imposes three compounding costs: (1) severe power loss, with LMM detecting class-specific ...
openaire   +1 more source

Performance Evaluation of PV Array Systems Under Partial Shaded Situations to Minimize Mismatching Power Losses

2022 IEEE International Power and Renewable Energy Conference (IPRECON), 2022
Safia A. Kazmi   +3 more
openaire   +1 more source

Power Enhancement by Hybrid BIPV Arrays with Fewer Peaks and Reduced Mismatch Losses under Partial Shading

2023 3rd International Conference on Intelligent Technologies (CONIT), 2023
Debayan Sarkar, Pradip Kumar Sadhu
openaire   +1 more source

Optimization of Mismatch Power Loss in Photovoltaic Arrays: Impacts and Mitigation Strategies

2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN)
Md. Sabbir Alam   +5 more
openaire   +1 more source

Simplified technique for calculating mismatch loss in mass production

Solar Energy Materials and Solar Cells, 2015
exaly  

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