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A Python package for needlet filtering and Multiple Testing

Project description


This is a Python Package aimed at the use of needlets to filter spherical maps, detecting the maxima within the maps and analysing them using a multiple testing approach.

The documentation and information on the installation can be found at

For more information on the theoretical background that inspired this work, see:

Cheng, D., Cammarota, V., Fantaye, Y., Marinucci, D., & Schwartzman, A. (2016). Multiple testing of local maxima for detection of peaks on the (celestial) sphere. Bernoulli, in press, arXiv preprint arXiv:1602.08296.

Carron Duque, J., Buzzelli, A., Fantaye, Y., Marinucci, D., Schwartzman, A., & Vittorio, N. (2019). Point Source Detection and False Discovery Rate Control on CMB Maps. arXiv preprint arXiv:1902.06636.

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