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You wrote "I normally use the means of the bins as predictor (independent) variables, but I want to use the variances of the bins too". Maybe it would be interesting for you to use quantile regression to obtain such a predictor? See : ...
Hello! I don't like much black boxes too, but I think the origin of the problem lies in the way training and test sets were built. Defining train = RandomSample[tuples, 7]; test = Complement[tuples, train]; and plotting the...
"My doubt is whether my representation of the uneven frequency distribution using Piecewise and ProbabilityDistribution appropriate to estimate the mean and median?" Yes, but other representations are probably better. It's an issue of Density...