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The common difference does not tell you the location of the sequence. For example, 3, 6, 9, 12, ... and 1, 4, 7, 10, .., or 1002, 1005, 1008, 1011, ... all have a common difference of 3 but it should be clear that the three sequences are different. A common difference is applicable to arithmetic sequences, not others such as geometric or exponential sequences.
chicken
Why belong exponential family for poisson distribution
an arithmetic sequeunce does not have the sum to infinty, and a geometric sequence has.
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