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Table 2 Existing weather probability models

From: Statistical machine learning model for capacitor planning considering uncertainties in photovoltaic power

Ref Mathematical theory Subject
[20] Correlation coefficient,
Nataf transformation,
Known probability distributions
Probability theory
[15] Copula function,
Known probability distributions
Probability theory
[16] Copula function,
Maximum entropy distributions
Probability theory and information theory
[17] Copula function,
Known probability distributions
Markov chain
Probability theory and stochastic processes
Proposed Nonlinear regression,
Linear regression,
Probability distribution,
Markov chain
SML