Machine Interval Experiments
Raazesh Sainudiin
Broschiertes Buch

Machine Interval Experiments

Accounting for the physical limits on empirical and numerical resolutions

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A statistical experiment provides a framework for statistical inference, including hypothesis testing and parameter estimation, from observations of an empirical phenomenon. When observations in the continuum of real numbers are not empirically measurable to infinite precision and when conventional floating-point computations used in the inference procedure are not exact, the statistical experiment can become epistemologically invalid. The family of measures of the conventional statistical experiment indexed by a compact finite-dimensional continuum is extended to the complete metric space of ...