Exploring Quantopian Lecture Series Instability Of Regression Coefficients

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  • Measuring data by taking a mean is pretty ubiquitous. This is a primer on means and some other 'measures of centrality' in data.
  • Autocorrelation (the property of an autoregressive time
  • You've constructed a model and are getting significant p-values. Everything looks good, but then your algorithm starts losing ...
  • Overfitting bias has a way of subtly creeping into your analysis, in fact, overfit backtests is one of the biggest issues in quantitative ...
  • Regression

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Regression coefficients You've constructed a model and are getting significant p-values. Everything looks good, but then your algorithm starts losing ... Any estimate comes with a degree of This

Finding things that have moved similarly in the past can be a key part of predicting how things will move in the future. However ...

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