Browsing Proceedings by Author "Sadik, Kusman"

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    • The ACE algorithm for optimal transformations in multiple 

      Sadik, Kusman (2008)
      We employed the Alternating Conditional Expectations (ACE) technique (Breiman & Friedman, 1985) to relax the assumption of model linearity. By generating non-restrictive transformations for both the dependent and independent ...

    • Small area estimation with time and area effects using a dynamic linear model 

      Sadik, Kusman | Notodiputro, Khairil Anwar (2008)
      Abstract. There is a growing demand for reliable small area statistics in order to asses or to put into policies and programs. Sample survey data provide effective reliable estimators of totals and means for large area and ...

    • Spectral approach for time series analysis 

      Sadik, Kusman (2008)
      The first appearance of spectral analysis in the study of macroeconomic time series dates motivated by the requirement of a more insightful knowledge of the series structure and supported by the contemporaneous progress ...

    • Statistical models for small area estimatoin 

      Notodiputro, Khairil Anwar | Kurnia, Anang | Sadik, Kusman (2008)
      Abstract. Small Area Estimation (SAE) is a statistical technique to estimate parameters of sub-population containing small size of samples with adequate precision. This technique is very important to be developed due to ...