Articles

Data Analysis

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Here we discuss how by carefully considering the various sampling methods and their respective advantages and disadvantages, you can enhance the validity and reliability…
Sampling methods and techniques in research: A comprehensive guide
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As vast amounts of data are published each year, scientists are constantly seeking innovative methods to extract meaningful insights from such data. One method that has…
A handy guide to Individual Participant Data Meta-Analysis
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Overfitting might seem like a formidable foe, but armed with the right strategies, you can conquer it. Remember, in the world of biomedical research, robust statistical…
Avoiding overfitting in biomedical research: a guide for researchers
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In scientific research, statisticians and researchers continually seek the most robust and informative methods to analyze data. The integration of Bayesian and…
Navigating the best of both worlds: using both Bayesian and frequentist statistics in your study
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Biomedical researchers conducting simulation studies should consider several key statistical aspects to ensure the validity and reliability of their findings. Here, we…
10 things biomedical researchers need to know when conducting simulation studies
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Multidimensional Scaling (MDS) is a valuable tool for biomedical researchers seeking to explore complex relationships in high-dimensional data. By providing intuitive…
Exploring high-dimensional data with multidimensional scaling: A handy guide for biomedical researchers
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With advancements in technology and data analytics, personalized medicine has witnessed a surge in interest, offering the potential to revolutionize patient care. Among…
Enhancing Healthcare: Power of Bayesian Methods in Personalized Medicine
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In the vast ocean of statistical methods, biomedical researchers often find themselves at a crossroads when choosing between traditional frequentist statistics and the…
Choosing between Frequentist and Bayesian statistics: a guide for biomedical researchers
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In the world of biomedical research, where every piece of data holds valuable insights, statistical tools like the Method of Moments play a crucial role. By demystifying…
Understanding the Method of Moments: a handy guide for biomedical researchers
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Lasso penalized regression has proven to be a valuable asset in genetics research, aiding researchers in the identification of key genetic markers. By understanding its…