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community/ignis/measurement_error_mitigation.ipynb

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"As discussed in [[6](#ref6)] there are classical sources of noise on the signal that lead to misidentification of the qubit state, but it can also happen that the qubit decays due to $T_1$ during the measurement. There are other sources of crosstalk (to numerous to enumerate) such as classical crosstalk on the lines and crosstalk between resonantors on chip. All of these issues lead to a new probability distribution $\\tilde{P}_{\\rho}$ for a given state. Given certain assumptions about these errors and appropriate calibration we can attempt to correct the skew in the probability distribution _on average_. \n",
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"**Contents**\n",
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"[Constructing a Full Calibration Matrix](#sect1)\n",
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"[Correcting Results with the Calibration Matrix](#sect2)\n",
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"### References\n",
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