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Curse of dimensionality in Time series with K-means

I have been looking at the following notebook: time series clustering where the writer says that the dataset is affected by the "Curse of Dimensionality", so applying TimeSeriesKMeans ...
Zackbord's user avatar
2 votes
1 answer
551 views

PCA to select few stocks to mimic and index

I am looking for a way to select a subset of stocks which returns can approximately mimick the return of an 'index' they corresponds to. These are all self created factor portfolios, and not traded ...
Nicolaj Jeppesen's user avatar
1 vote
0 answers
708 views

Joint probability distribution function between different time-series clusters

I have 24-hour time-series data-sets for Solar Power and Power Consumption respectively for an entire year i.e 365x24 data set. Intuitively, the data set captures the variation of each of the ...
wannabe_nerd's user avatar