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Abbreviations used in this figure are as follows: raw data (raw), simple standardization (standard), quantile normalization (quantile), longitudinal ComBat (L-ComBat), proposed integration methods (INTACT and INTACT 0 ), <t>NHANES</t> 2003–2004 data (raw1), and NHANES 2013–2014 data (raw2). (A) Heat map of V ar 1 − V ar 2 . (B) Detection of domain effects. Left: box plots of AUC values; Right: box plots of ARI values. (C) Empirical power for testing the null hypothesis of no age effect, based on resampling 120 subjects per domain. (D) Hazard ratios and corresponding Bonferroni-corrected confidence intervals from Cox model analysis. The black solid line indicates a hazard ratio of 1. (E) Box plots of absolute mean and variance differences in summary statistics between two domains.
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Abbreviations used in this figure are as follows: raw data (raw), simple standardization (standard), quantile normalization (quantile), longitudinal ComBat (L-ComBat), proposed integration methods (INTACT and INTACT 0 ), <t>NHANES</t> 2003–2004 data (raw1), and NHANES 2013–2014 data (raw2). (A) Heat map of V ar 1 − V ar 2 . (B) Detection of domain effects. Left: box plots of AUC values; Right: box plots of ARI values. (C) Empirical power for testing the null hypothesis of no age effect, based on resampling 120 subjects per domain. (D) Hazard ratios and corresponding Bonferroni-corrected confidence intervals from Cox model analysis. The black solid line indicates a hazard ratio of 1. (E) Box plots of absolute mean and variance differences in summary statistics between two domains.
Hip Worn Actigraph Accelerometers, supplied by ActiGraph llc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/hip-worn actigraph accelerometers/product/ActiGraph llc
Average 90 stars, based on 1 article reviews
hip-worn actigraph accelerometers - by Bioz Stars, 2026-03
90/100 stars
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Abbreviations used in this figure are as follows: raw data (raw), simple standardization (standard), quantile normalization (quantile), longitudinal ComBat (L-ComBat), proposed integration methods (INTACT and INTACT 0 ), NHANES 2003–2004 data (raw1), and NHANES 2013–2014 data (raw2). (A) Heat map of V ar 1 − V ar 2 . (B) Detection of domain effects. Left: box plots of AUC values; Right: box plots of ARI values. (C) Empirical power for testing the null hypothesis of no age effect, based on resampling 120 subjects per domain. (D) Hazard ratios and corresponding Bonferroni-corrected confidence intervals from Cox model analysis. The black solid line indicates a hazard ratio of 1. (E) Box plots of absolute mean and variance differences in summary statistics between two domains.

Journal: bioRxiv

Article Title: INTACT: A method for integration of longitudinal physical activity data from multiple sources

doi: 10.1101/2025.03.03.641136

Figure Lengend Snippet: Abbreviations used in this figure are as follows: raw data (raw), simple standardization (standard), quantile normalization (quantile), longitudinal ComBat (L-ComBat), proposed integration methods (INTACT and INTACT 0 ), NHANES 2003–2004 data (raw1), and NHANES 2013–2014 data (raw2). (A) Heat map of V ar 1 − V ar 2 . (B) Detection of domain effects. Left: box plots of AUC values; Right: box plots of ARI values. (C) Empirical power for testing the null hypothesis of no age effect, based on resampling 120 subjects per domain. (D) Hazard ratios and corresponding Bonferroni-corrected confidence intervals from Cox model analysis. The black solid line indicates a hazard ratio of 1. (E) Box plots of absolute mean and variance differences in summary statistics between two domains.

Article Snippet: The NHANES 2003–2004 dataset was collected using the Actigraph AM-7164, a hip-worn accelerometer, while the NHANES 2013–2014 dataset used the Actigraph GT3X+, a wrist-worn accelerometer.

Techniques: