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what's the difference between CostLinear and CostCLinear ? #337

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DanZaiQ opened this issue Jan 26, 2025 · 2 comments
Open

what's the difference between CostLinear and CostCLinear ? #337

DanZaiQ opened this issue Jan 26, 2025 · 2 comments

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@DanZaiQ
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DanZaiQ commented Jan 26, 2025

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@deepcharles
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  • CostLinear assumes a piecewise linear time series (without continuity at the change points).
  • CostClinear assumes a piecewise linear time series WITH continuity at the change points (the C is for continuous).

@DanZaiQ
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DanZaiQ commented Jan 26, 2025

  • CostLinear assumes a piecewise linear time series (without continuity at the change points).
  • CostClinear assumes a piecewise linear time series WITH continuity at the change points (the C is for continuous).

- Thanks for for the quick response !Below are some of my understandings, and I'm not sure if they are correct~

  1. CostLinear : It applies to situations where the relationship between the yt ( observed dependant variable) and the xt (covariate vector), like the sales and GDP per capita、number of branch ... ( I understand it as feature )

  2. CostClinear : It seems to be related to the slope, but I can't figure it out why there is a - 1 and b - 1

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