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Diffstat (limited to 'nitime/analysis/tests/test_snr.py')
-rw-r--r-- | nitime/analysis/tests/test_snr.py | 25 |
1 files changed, 25 insertions, 0 deletions
diff --git a/nitime/analysis/tests/test_snr.py b/nitime/analysis/tests/test_snr.py new file mode 100644 index 0000000..efe5e7d --- /dev/null +++ b/nitime/analysis/tests/test_snr.py @@ -0,0 +1,25 @@ +import numpy as np +import numpy.testing as npt +import matplotlib.mlab as mlab + +import nitime.timeseries as ts +import nitime.analysis as nta + + +def test_SNRAnalyzer(): + Fs = np.pi + t = np.arange(1024) + x = np.sin(10 * t) + np.random.rand(t.shape[-1]) + y = np.sin(10 * t) + np.random.rand(t.shape[-1]) + + T = ts.TimeSeries(np.vstack([x, y]), sampling_rate=Fs) + + MT = nta.MTCoherenceAnalyzer(T) + SNR = nta.SNRAnalyzer(T) + MT_signal = nta.SpectralAnalyzer(ts.TimeSeries(np.mean(T.data, 0), + sampling_rate=Fs)) + + npt.assert_equal(SNR.mt_frequencies, MT.frequencies) + npt.assert_equal(SNR.signal, np.mean(T.data, 0)) + f, c = MT_signal.spectrum_multi_taper + npt.assert_almost_equal(SNR.mt_signal_psd, c) |