Compare two locations with respect to anomalous events

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Reference no: EM133217976

Question: You were given temperature measurements at several locations across the country over a period of time(i.e., a time series for each city).

Consider the following scenarios and select a similarity measure that would be meaningful to use for each case. Justify your answer.

a) You want to figure out which cities have a similar temperature profile.

b) You are just interested in comparing trends in the time series (not absolute temperature differences).

c) In some studies, it is important to focus on anomalies in the data. So, we transform the real valued temperature time series at each location into a binary time series that is 1 if the temperature is extreme, and 0 otherwise.

You need to compare two locations with respect to anomalous events.

Reference no: EM133217976

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