Loglikelihood calculation for fitnlm

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Thomas Hemming 2023-11-23

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https://ww2.mathworks.cn/matlabcentral/answers/2051377-loglikelihood-calculation-for-fitnlm

编辑： Torsten 2023-11-24

Hello,

Can you provide the formula for how loglikelihood is calculated when using fitnlm function with bisquare weights? I would like to replicate the value that Matlab outputs to fully understand how its calculated.

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Thomas Hemming 2023-11-23

Our case is just a time series where we want to fit either a constant or a constant plus a coefficient with bisquare weights. fitnlm returns a loglikelihood value so it must be calculated somewhow, although I follow what you're saying (and kind of also why I'm asking how it's calculated in this case).

Torsten 2023-11-24

编辑：Torsten 2023-11-24

Can you provide the formula for how loglikelihood is calculated when using fitnlm function with bisquare weights?

If it's not part of the MATLAB documentation, I'd contact Technical Support for the relevant literature source:

https://uk.mathworks.com/support/contact_us.html

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回答（1 个）

Sulaymon Eshkabilov 2023-11-23

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https://ww2.mathworks.cn/matlabcentral/answers/2051377-loglikelihood-calculation-for-fitnlm#answer_1358762

See this example of MATLAB help documentation for nonlinear logistic regression.

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Sulaymon Eshkabilov 2023-11-24

Don't you see how fitnlm() fcn can be employed to find maximum likelihood explained in details in this help DOC for nonlinear regression model. Your question was "Can you provide the formula for how loglikelihood is calculated when using fitnlm function with bisquare weights?"