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Techniques for analyzing the relationship between one (or more) "dependent" variables and "independent" variables.

2 votes
Accepted

How to model compositional data?

First normalize the result vector. E.g. [.95, .45, .6] by dividing by 2 (sum of the members); giving [.475, .225, .3]. Let $x$ be the share of the first mineral, than $(x-1)$ is the share of the sec …
Marmite Bomber's user avatar
1 vote

Predicting when a partition in Oracle database will be archived

I'd suggest first visualize your data. The time to archive a partition could be defined as a difference between the partition start (first possible insert) and archiving time (last possible update). …
Marmite Bomber's user avatar
2 votes

Fitting lines through large point clouds

I solved similar, though simpler, task with a brute force approach. The simplification was in the assumption, that the line is a linear function (in my case even the coefficients and intercept were in …
Marmite Bomber's user avatar
3 votes

Fitting lines through large point clouds

Based on the feedback and trying to find more effective approach I developed the following algorithm using a dedicated distance measure. Following steps are performed: 1) Define a distance metric re …
Marmite Bomber's user avatar
1 vote

How to predict an approximate weekly/monthly number, when the Unique Daily Visitors for that...

To calculate the (estimated) value of the monthly/weekly unique visitors based on the per day count you may use the HyperLogLog algorihm. This will give you the historical values and you can use any …
Marmite Bomber's user avatar