Extract Formula From lm with Coefficients (R)

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迷失自我
迷失自我 2021-01-13 06:43

I have an lm object and want to get the formula extracted with coefficients. I know how to extract the formula without coefficients, and how to get the coefficients without

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  •  臣服心动
    2021-01-13 07:34

    I figured out a versatile way of creating the model formula with coefficients using substitution. It's a lot more versatile than manually building a string with paste0.

    e.g.

    I have a model that already has the optimized coefficients:

    > model
    Nonlinear regression model
      model: players ~ pop * (decay^days_from_start) + ycept
       data: data
          pop     decay     ycept 
    6.896e+06 2.633e-01 4.300e+05 
     residual sum-of-squares: 1.64e+08
    
    Number of iterations to convergence: 12 
    Achieved convergence tolerance: 1.49e-08
    

    These were the coefficients:

    > coef(model)
             pop        decay        ycept 
    6.896421e+06 2.632545e-01 4.300453e+05 
    

    Putting it all together:

    > newFormula = as.formula(substituteDirect(formula(model), as.list(coef(model))))
    > newFormula
    players ~ 6896421.4399627 * (0.263254460933212^days_from_start) + 430045.26142703
    

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