Cleaning height and weight observationsFunctions for cleaning growth data |
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Clean growth measurements |
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Exponentially Weighted Moving Average (EWMA) |
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Function to calculate z-scores and csd-scores based on anthro tables. |
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Calculate median SD score by age for each parameter. |
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Pediatric carried forward adjustmentTemporary functions for testing pending enhancements; will be integrated |
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Answers for adjustcarryforward |
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adjustcarryforward
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Function to test adjust carried forward |
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Extended measures for pediatric BMICompute Z-scores and percentiles for pediatric subjects, based on CDC SAS program at https://www.cdc.gov/nccdphp/dnpao/growthcharts/resources/sas.htm |
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Calculate extended BMI measures |
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UtilitiesSupport functions for common data cleaning workflows |
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Transform data in growthcleanr format into wide structure for BMI calculation |
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Recode binary sex variable for compatibility |
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Compute BMI using standard formula |
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Split input data into multiple files |
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DatasetsReference data and additional sources |
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BMI Anthro |
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CDC BMI reference data |
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CDC Growth Percentile Table |
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Length to Age Table |
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NHANES reference medians |
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syngrowth |
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Tanner Growth Velocity Table |
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Tanner Growth Velocity Table with (2\(\sigma\)) |
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CDC SAS BMI Output |
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CDC SAS BMI Input |
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Weight Anthro Table |
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WHO Maximum Height Velocity for (3\(\sigma\)) |
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WHO Maximum Height Velocity for (2\(\sigma\)) |
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WHO Height Velocity for (2\(\sigma\)) |
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WHO Height Velocity for (3\(\sigma\)) |
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Fenton Growth Curves |
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Fenton Growth Curve Z-Scores |
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CDC Growth Percentile Table for Infants |
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WHO Growth Percentile Table |
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Infants reference medians |
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Tanner Growth Velocity Table for Infants |
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WHO Maximum Head Circumference Velocity for (3\(\sigma\)) |
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WHO Head Circumference Velocity for (3\(\sigma\)) |