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Frontiers | Environmental Change Threatens Freshwater Insect Communities in Northwest Africa: A Meta-Analysis

Frontiers | Environmental Change Threatens Freshwater Insect Communities in Northwest Africa: A Meta-Analysis
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Why Clinical Laboratorians Should Embrace the R Programming Language


Like many other industries, clinical laboratories are becoming more reliant on data analytics. Clinical laboratories generate, process, and store transactional data with high quality and efficiency. These data are required for patient care and quality assurance activities and increasingly are used for operational decisions. To analyze all these data, laboratories often rely on commercial spreadsheets or other specialized software applications. However, these programs can be functionally limited and often are not suitable for more complex statistical analyses and visualizations or for analysis of large or high-dimensional datasets. Importantly, the analysis and visualization workflows in these programs have limited reproducibility and transparency. ....

University Of Pennsylvania , United States , Hadley Wickham , Roberth Lurie , Shannon Haymond , A Perfect Fit For Clinical Laboratory Data , Michael Palmieri Laboratory For Metabolic , R Archive Network , Perelman School Of Medicine , Northwestern University Feinberg School Of Medicine , Community Of Users , What Are Its , Microsoft Excel , Key Attributes , Broad Based Community , Comprehensiver Archive Network , Customr Based , Perfect Fit , Clinical Laboratory , Stack Overflow , Data Science , Northwestern University Feinberg School , Perelman School , Michael Palmieri Laboratory , Advanced Diagnostics , Incorrect Implementation ,