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您好!请问该方法是不是只能得出分位数的概率预测值,不能得到期望预测值呢?

Open Believe-Myself opened this issue 2 years ago • 3 comments

您好!请问该方法是不是只能得出分位数的概率预测值,不能得到期望预测值呢?

Believe-Myself avatar Mar 12 '22 06:03 Believe-Myself

@Believe-Myself

  1. You cannot obtain predicted expected value through QRNN model, instead you can obtain a set of conditional quantiles. For example, if tau=0.5, you will obtain the predicted median value.
  2. Once you obtain the predicted quantiles, you can always estimate the density function and draw random samples to compute the 'sample-based' mean.

wl935 avatar Mar 12 '22 07:03 wl935

OK, I see, thank you very much for your patient answer.

Believe-Myself avatar Mar 12 '22 07:03 Believe-Myself

@Believe-Myself Glad to help :)

wl935 avatar Mar 12 '22 07:03 wl935