Taper CF before calculating AIC.
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@ -14,7 +14,8 @@ from pylot.core.io.phases import readPILOTEvent, picks_from_picksdict, \
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from pylot.core.util.errors import FormatError, OverwriteError
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from pylot.core.util.errors import FormatError, OverwriteError
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from pylot.core.util.event import Event
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from pylot.core.util.event import Event
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from pylot.core.util.obspyDMT_interface import qml_from_obspyDMT
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from pylot.core.util.obspyDMT_interface import qml_from_obspyDMT
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from pylot.core.util.utils import fnConstructor, full_range, check4rotated, check4gapsAndMerge, trim_station_components
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from pylot.core.util.utils import fnConstructor, full_range, check4rotated, \
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check4gapsAndMerge, trim_station_components
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class Data(object):
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class Data(object):
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@ -18,6 +18,7 @@ autoregressive prediction: application ot local and regional distances, Geophys.
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"""
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"""
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import numpy as np
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import numpy as np
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from scipy import signal
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from obspy.core import Stream
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from obspy.core import Stream
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@ -225,6 +226,8 @@ class AICcf(CharacteristicFunction):
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ind = np.where(~np.isnan(xnp))[0]
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ind = np.where(~np.isnan(xnp))[0]
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if ind.size:
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if ind.size:
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xnp[:ind[0]] = xnp[ind[0]]
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xnp[:ind[0]] = xnp[ind[0]]
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xnp = signal.tukey(len(xnp), alpha=0.05) * xnp
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xnp = xnp - np.mean(xnp)
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datlen = len(xnp)
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datlen = len(xnp)
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k = np.arange(1, datlen)
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k = np.arange(1, datlen)
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cf = np.zeros(datlen)
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cf = np.zeros(datlen)
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@ -302,6 +305,7 @@ class HOScf(CharacteristicFunction):
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if ind.size:
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if ind.size:
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first = ind[0]
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first = ind[0]
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LTA[:first] = LTA[first]
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LTA[:first] = LTA[first]
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self.cf = LTA
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self.cf = LTA
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self.xcf = x
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self.xcf = x
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