| CPC H04N 21/25891 (2013.01) [H04N 21/252 (2013.01); H04N 21/25883 (2013.01)] | 20 Claims |

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1. A computing system comprising a processor and a memory, the computing system configured to perform a set of acts comprising:
obtaining, for respective panelists of panelist households, a sampling weight assigned to the respective panelist and a probability that the respective panelist is watching television during a time period;
determining, for the respective panelists of the panelists households, a share weight for the respective panelist using the sampling weight assigned to the respective panelist and the probability that the panelist is watching television during the time period;
determining, for the respective panelists of the panelist households, a conditional probability of the respective panelist viewing a media content item given that the respective panelist is watching television; and
approximating a share indicative of viewership of the media content item during the time period using the conditional probabilities for the respective panelists and the share weights for the respective panelists.
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