Meta-analysis in R (for runners & couch-potatoes) | Data Viz with Class! скачать в хорошем качестве

Meta-analysis in R (for runners & couch-potatoes) | Data Viz with Class!

Do I really talk that slow? Try playing at 1.25x or 1.5x speed (see playback settings). This week we’re going to figure out whether running is bad for your knees using meta-analysis, which lets you combine the results of multiple studies or experiments and see if they’re consistent. Here's the code I used for this one: https://github.com/calebclass/DataViz... Link to the publication where I go the data (Dhillon et al, 2023): https://pmc.ncbi.nlm.nih.gov/articles... This article provides an introduction to the use of Odds Ratios in case-control studies: https://doi.org/10.1136/bmj.320.7247.... You can find a great meta-analysis tutorial here. It provides examples of meta-analysis for ecological data, but it applies to all sorts of data: https://bookdown.org/robcrystalornela... And for more info about running & your knees, here's some people who know what they're talking about:    • Is Running Bad for Your Knees… or Actually...   Chapters 00:00 Intro 02:26 Loading and preparing the data 03:27 Odds ratios and variances 06:04 Meta-analysis with the metafor package 07:35 Meta-analysis results 08:35 Forest plot (first attempt) 11:35 Summary (part one) 15:31 Better forest plot!