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https://www.fharrell.com/post/ehrs-rcts/ EHRs and RCTs: Outcome Prediction vs. Optimal Treatment Selection – Statistical Thinking Observational data from electronic health records may contain biases that large sample sizes do not overcome. Moderate confounding by indication may render an... prediction vs statistical thinking ehrs rcts outcome https://www.fharrell.com/post/percent/ Why I Don’t Like Percents – Statistical Thinking I prefer fractions and ratios over percents. Here are the reasons. statistical thinking like percents https://www.fharrell.com/talk/urgent/ Bayes for Flexibility in Urgent Times – Statistical Thinking Continuous learning from data and computation of probabilities that are directly applicable to decision making in the face of uncertainty are hallmarks of the... statistical thinking bayes flexibility urgent times https://www.fharrell.com/talk/gdesign/ Goal-Driven Flexible Bayesian Design – Statistical Thinking The majority of clinicals trials that are successfully launched end with equivocal results, with confidence intervals that are too wide to allow drawing a... goal driven statistical thinking flexible bayesian design https://www.fharrell.com/post/improve-research/ Improving Research Through Safer Learning from Data – Statistical Thinking What are the major elements of learning from data that should inform the research process? How can we prevent having false confidence from statistical... statistical thinking improving research safer learning https://www.fharrell.com/post/hxcontrol/ Incorporating Historical Control Data Into an RCT – Statistical Thinking Historical data (HD) are being used increasingly in Bayesian analyses when it is difficult to randomize enough patients to study effectiveness of a treatment.... control data statistical thinking incorporating historical rct https://www.fharrell.com/post/journey/ My Journey from Frequentist to Bayesian Statistics – Statistical Thinking This is the story of what influenced me to become a Bayesian statistician after being trained as a classical frequentist statistician, and practicing only that... statistical thinking journey frequentist bayesian statistics https://www.fharrell.com/post/stat-ml2/ Navigating Statistical Modeling and Machine Learning – Statistical Thinking This article elaborates on Frank Harrell’s post providing guidance in choosing between machine learning and statistical modeling for a prediction project. statistical modeling machine learning navigating thinking