Predicted probability of random data (Random variables Convergence Analysis） - Repost - open to bidding

Hi, we are a two member team working in the fields of scientific computing and applied mathematics. Please refer our profile for further details. Regards

Hi, for really random data and enough samples it's impossible. If you want to test a specific random number generator or have data that looks random and want to find if there are dependencies I can work on this for say $100, since it's what I like to do in my free time. Emil

7 years experience. I know exactly what to do. Stochastic Convergence Analysis is not the correct idea. I will use a different technique that estimates the distribution the data is drawn from on the fly and, thereby, allows you to predict the distribution of upcoming samples. Implementation will be done in python. Resulting source code is all yours. I need some sample data as input to find the correct parameters for this method.

Hi, As you probably understand, we have to make assumptions in the data that you provide. It is well probable that the data you have are completely random and cannot be predicted at all. If this is not the case, then I would propose a series of methods like logistic regression with adequate feature selection to build a model for your data. Although this method can directly produce probabilities, as an extra trait P-values or confidence intervals can also be provided, which give more hinsight on the output. Before I accept the problem, you should be able to provide more information on the nature of the data, like the number of features, the number of instances, the format of the output model. Further needed information is the characteristics on the system to compute the model, like the computer language/environment needed and maybe other key traits of the task. I would gladly come into contact with you for a step by step guiding on these inquiries. Note that since this is my first bid on Freelancer, I deliberately chose a low bidding price. Under reasonable assumptions on the nature of the data, this should be done in a couple of days. Regards, Janis

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