Basics of areal data models

نویسنده

  • Sudipto Banerjee
چکیده

Is there spatial pattern? Spatial pattern implies that observations from units closer to each other are more similar than those recorded in units farther away. Do we want to smooth the data? Perhaps to adjust for low population sizes (or sample sizes) in certain units? How much do we want to smooth? Inference for new areal units? Is prediction meaningful here? If we modify the areal units to new units (e.g. from zip codes to county values), what can we say about the new counts we expect for the latter given those for the former? This is the Modifiable Areal Unit Problem (MAUP) or Misalignment.

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تاریخ انتشار 2010