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Maximum likelihood procedure adapted to sampling schemes |
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| Authors: | Hirohisa Kishino Avner Bar-Hen |
| Institution: | a Department of Social and International Relations, University of Tokyo, 3-8-1 Komaba Meguro-ku, Tokyo 153, Japan b Institute of Statistical Mathematics, 4-6-7 Minami Azabu Minato-Ku, Tokyo 106, Japan |
| Abstract: | This paper considers a maximum likelihood procedure for the data obtained by sampling surveys such as stratified sampling and two-stage sampling. We evaluate the variance of the estimators and the distribution of the log-likelihood ratio statistic. |
| Keywords: | Maximum likelihood procedure Kullback–Leibler information quantity Sampling survey Stratified sampling Two-stage sampling Survey with varying sampling fractions |
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