The linearly decreasing convergence factor a. حسب Junhao Wei (6816803)

<b>Supporting data for manuscript</b> "<b>Voluntary locomotion induces an early and remote hemodynamic decrease in the large cerebral veins</b>" حسب Kira Shaw (18796168)

"…<p dir="ltr">The CSV file 'Eyreetal_DrainingVein_SourceData' contains the averaged time series traces and extracted metrics from individual experiments used across Figures 1-5 in the manuscript "Voluntary locomotion induces an early and remote hemodynamic decrease in the large cerebral veins". The following acronyms included in the CSV file are defined as follows: Hbt is total hemoglobin, Art is artery region, DV is draining vein region, WV is whisker vein region, SEM is standard error mean, TS is time series, max peak is maximum peak, min peak is minima, AUC is area under the curve, WT is wild-type, AD is Alzheimer's disease, ATH is atherosclerosis and MIX is mixed AD/atherosclerosis. …"

STL Linear Combination Forecast Graph. حسب Xiangjuan Liu (618000)

"…Further integration of Spearman correlation analysis and PCA dimensionality reduction created multidimensional feature sets, revealing substantial accuracy improvements: The BiLSTM model achieved an 83.6% cumulative MAE reduction from 1.65 (raw data) to 0.27 (STL-PCA), while traditional models like Prophet showed an 82.2% MAE decrease after feature engineering optimization. Finally, the Beluga Whale Optimization (BWO)-tuned STL-PCA-BWO-BiLSTM hybrid model delivered optimal performance on test sets (RMSE = 0.22, MAE = 0.16, MAPE = 0.99%, ), exhibiting 40.7% higher accuracy than unoptimized BiLSTM (MAE = 0.27). …"

Based on our time series data(first from the left), the visualizations of linear residual predictions under different decimation rates (next three) show that as the decimation rate decreases, the range of residual variations also becomes smaller. حسب Hua Huo (1818133)

"…<p>Based on our time series data(first from the left), the visualizations of linear residual predictions under different decimation rates (next three) show that as the decimation rate decreases, the range of residual variations also becomes smaller.…"

The Ishihara test for colourblindness [41] encompasses stimuli that can determine the degree and type of colourblindness a person has. حسب Marcel F. Hinss (14675457)

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nsP4-C483Y or Q192L mutations decrease sensitivity to 4′-FlU. حسب Peiqi Yin (6533747)

Test plan. حسب Hongqi Wang (2208238)

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Test instrument. حسب Hongqi Wang (2208238)

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Innovation and night light in large and small cities. حسب Saul Estrin (8629173)

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Association between the sum of health behaviors and decrease in physical health from before to during the pandemic. Results are from linear model analysis adjusted for age, gender and additional covariates.... حسب Elie Mulhem (22537863)

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Linear regressions of consumer stable carbon and nitrogen isotope values and collection date. حسب Nathan D. McTigue (10706460)

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Linear regressions of pPOM and sPOM stable carbon and nitrogen isotope values versus collection date. حسب Nathan D. McTigue (10706460)

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Association of each health behavior and the reported decrease in psychological well-being during the pandemic between individuals who often/very often compared to rarely/never engaged in health behaviors.... حسب Elie Mulhem (22537863)

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Effect of each health behavior on the reported decrease in physical health during the pandemic between individuals who often/very often compared to rarely/never engaged in health behaviors.... حسب Elie Mulhem (22537863)

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Baseline patient characteristics. حسب Oscar F. C. van den Bosch (22184246)

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Results from linear regression analysis for δ¹³C or δ¹⁵N and collection date. حسب Nathan D. McTigue (10706460)

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Linear regression. حسب Myriam Aïche (22290591)

Linear regressions of the distance between buoys (km) and the Pearson correlation coefficient for each pairwise buoy combination for 2021 (blue) and 2022 (gray). حسب Claire Stevens (11127729)

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Predicted distance (km) needed to achieve a correlation coefficient of at least r =  0.50 using the median-based linear regression models. حسب Claire Stevens (11127729)

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Linear regressions of the distance between buoys (km) and the normalized dynamic time warping value for each pairwise buoy combination for 2021 (blue) and 2022 (gray). حسب Claire Stevens (11127729)

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