Bayesian Linear Regression: A Distribution Over Lines
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YouTubeDataMListic
Bayesian Linear Regression: A Distribution Over Lines
Fit a line through some data and ordinary regression hands you back a single answer: one slope, one intercept, the best fit. Bayesian linear regression asks a different question entirely. It starts before the data with a whole cloud of candidate lines, the prior, where every line you might believe gets a probability. Then Bayes' rule takes over ...
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Bayesian inference is the process by which your brain continuously updates its predictions about the world based on new information. The brain doesn’t just passively receive sensory input, it makes a best guess about what’s happening based on prior experience and then updates that guess when new information comes in. In the context of foam rolling the prior is “this area is stiff and uncomfortable.” The new sensory input is the novel sensation from the roller. The expectation that it will help i
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