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Spatial distribution based on semivariogram model

Author

Listed:
  • Gandhi Pawitan

    (Fakultas Ilmu Sosial and Ilmu Politik Universitas Katolik Parahyangan)

Abstract

This article aims to discuss some aspects in conducting inferential analysis of census data. In this analysis, the assumptions of normality and IID (independently and identically distribution) in the observations are no longer realistic. Hence conventional analyses which are based on these assumptions are invalid and unreliable. Other alternatives can be considered, such as semivariogram analysis. Semivariogram analysis assumes that observations are dependent geographically. The analysis is useful in understanding spatial distribution of characteristics under investigation.

Suggested Citation

  • Gandhi Pawitan, 2009. "Spatial distribution based on semivariogram model," Economic Journal of Emerging Markets, Universitas Islam Indonesia, vol. 1(1), pages 27-35, April.
    • Handle: RePEc:uii:journl:v:1:y:2009:i:1:p:27-35
    as

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    References listed on IDEAS

    as
    1. S Openshaw, 1984. "Ecological Fallacies and the Analysis of Areal Census Data," Environment and Planning A, , vol. 16(1), pages 17-31, January.
    2. Mr. Ehtisham Ahmad & Mr. Luc E. Leruth, 2000. "Indonesia: Implementing National Policies in a Decentralized Context: Special Purpose Programs to Protect the Poor," IMF Working Papers 2000/102, International Monetary Fund.
    3. Mark Pont, 2007. "Coverage and non‐response errors in the UK New Earnings Survey," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 170(3), pages 713-733, July.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    census; aggregation; semivariogram; autocorrelation; spatial distribution;
    All these keywords.

    JEL classification:

    • C89 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Other
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts

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