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I’m trying to run a power law regression using the data in the file attached datapoints.txt
const d3 = require('d3-regression') const regressionGenerator = d3.regressionPow() .x(d => d.x) .y(d => Number(d.y)); const output = regressionGenerator(data) console.log(output)
which returns some NaNs, suggesting something is going wrong in the regression
[ [ 8, NaN ], [ 26361, NaN ], a: NaN, b: NaN, predict: [Function: fn], rSquared: NaN ]
Is there a reason I'm seeing NaNs? What's the recommended way forward? Can we filter out certain data points to prevent this?
The text was updated successfully, but these errors were encountered:
realised that this is because there are some y values which are 0 in the data, and NaNs are returned since ln(0) is undefined.
ln(0)
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I’m trying to run a power law regression using the data in the file attached
datapoints.txt
which returns some NaNs, suggesting something is going wrong in the regression
Is there a reason I'm seeing NaNs? What's the recommended way forward? Can we filter out certain data points to prevent this?
The text was updated successfully, but these errors were encountered: