Multiple testing for signal-agnostic searches for new physics with machine learning by Grosso, Gaia, Letizia, Marco

“…In this work, we address the question of how to enhance signal-agnostic searches by leveraging multiple testing strategies. Specifically, we consider hypothesis tests relying on machine learning, where model selection can introduce a bias towards specific families of new physics signals. …”
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Genome-wide association analysis of composite sleep health scores in 413,904 individuals by Goodman, MO, Faquih, T, Paz, V, Nagarajan, P, Lane, JM, Spitzer, B, Maher, M, Chung, J, Cade, BE, Purcell, SM, Zhu, X, Noordam, R, Phillips, AJK, Kyle, SD, Spiegelhalder, K, Weedon, MN, Lawlor, DA, Rotter, JI, Taylor, KD, Isasi, CR, Sofer, T, Dashti, HS, Rutter, MK, Redline, S

“…GWASs of these six SHSs identify 28 significant novel loci adjusting for multiple testing on six traits (p < 8.3e-9), along with 341 previously reported loci (p < 5e-08). …”

Statistical methods and analyses in autoimmune diseases by Inshaw, J

“…</p> <p>Based on prior pancreas histology results, which showed cases diagnosed at &lt; 7 years have a distinct immune cell infiltration signature to those diagnosed at ≥ 13 years, I then predefined specific age-at-diagnosis groups, &lt; 7, 7-13 and ≥ 13, and restricted my analysis to examine only known T1D regions, thereby reducing the multiple testing adjustment required in genome-wide studies. …”

Long-Term Associations between Disaster-Related Home Loss and Health and Well-Being of Older Survivors: Nine Years after the 2011 Great East Japan Earthquake and Tsunami by Shiba, Koichiro, Hikichi, Hiroyuki, Okuzono, Sakurako S., VanderWeele, Tyler J., Arcaya, Mariana, Daoud, Adel, Cowden, Richard G., Yazawa, Aki, Zhu, David T., Aida, Jun, Kondo, Katsunori, Kawachi, Ichiro

“…RESULTS: After Bonferroni correction for multiple testing, we found that home loss (vs. no home loss) was associated with increased posttraumatic stress symptoms (standardized difference=0.50; 95% CI: 0.35, 0.65), increased daily sleepiness (0.38; 95% CI: 0.21, 0.54), lower trust in the community (-0.36; 95% CI: -0.53, -0.18), lower community attachment (-0.60; 95% CI: -0.75, -0.45), and lower prosociality (-0.39; 95% CI: -0.55, -0.24). …”
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Evaluation of low-cost RFID hardware for automated equipment tracking in first-response vehicles by Chua, Joo Heng

“…Hence, this project tries to evaluate if hobbyist grade (cheap) RFID modules is useful for tagging and checking the equipment. Multiple tests and evaluation will be done in this project. 2 RFID module was used, ID20-LA and SM130. …”
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NSCA's Guide to Tests and Assessments / by Miller, Todd 1967-, editor 656058, National Strength & Conditioning Association (U.S.) 422

“…Using descriptions of multiple test options for each key fitness component, readers will learn to choose from a range of alternatives to meet the needs of their athletes, reach training objectives, choose from available equipment, and work within budgets. …”
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Product development of an ankle brace using 3D printing by Chew, Zhi Yuan

“…Thus, this study also aims to improve the previous prototype in terms of structural integrity and performance with the use of only Square Grid metamaterial. Multiple tests were done at each iteration to test for key indicators such as young modulus at different ranges of motion and Young’s modulus at 30°. …”
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mmWave 5G and SOTM system test automation and over the air testing (OTA) by Roy, Sanjucta

“…To verify these features and design, multiple tests are conducted. These tests include but are not limited to both individual and integrated IC component characterization, gain, phase, noise testing, and error calculation, multiple times over several samples to accommodate precision and accuracy. …”
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