curve.fit

Logistic 4PL (Hill)

The four-parameter logistic, or Hill, curve: an S-shaped step between two plateaus that is symmetric on a logarithmic x axis. Use it for dose–response, ligand-binding and immunoassay standard curves.

Fit the example dataStart with your own data

Example: a simulated inhibitor dose–response curve, 13 points with y uncertainties, opened as a new copy you can edit.

Parameters

Plateau as x approaches 0, for positive B.
Hill slope: how steep the step is. Its sign decides which plateau, A or D, is reached at small x.
Midpoint: the x at which y is halfway between A and D, such as an EC₅₀ or IC₅₀.
Plateau as x becomes large, for positive B.

Tips

  • Enter the dose or concentration itself, not its logarithm. A zero-dose control at x = 0 is fine; otherwise x/C must stay positive when B can take non-integer values.
  • Include points on both plateaus. If one plateau is not reached, fix it at a known value, such as 0 for complete inhibition.
  • Show the x axis on a log scale to see the symmetric S shape. For a standard curve, Evaluate’s y → x reads an unknown concentration from a measured response.
  • For an asymmetric step, use Logistic 5PL.

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