Maintenance on statistics and signal modules

[tovop]

Summary

Fixed

• Fixes #95

Added

• Added tail-fitting to Weibull distribution using least square method, see qats.stats.weibull.lse(). Example added to documentation.

Changed

• qats.signal.find_maxima() now always returns indices of signal maxima.

Other

• Added explicit type checking in qats.signal module.

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