Partial Identification of Probability Distributions W. Vogel & M. Büttner GmbH controversial

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Partial Identification of Probability Distributions W. Vogel & M. Büttner GmbH controversialSample data alone never suffice to draw conclusions about populations. Inference always requires assumptions about the population and sampling process. Statistical theory has revealed much about how strength of assumptions affects the precision of point estimates, but has had much less to say about how it affects the identification of population parameters. Indeed, it has been commonplace to think of identification as a binary event a parameter is