Research and Advances

Generating pseudorandom numbers on a two’s complement machine such as the IBM 360

The familiar multiplicative congruential generator is examined in the context of the type of two's complement arithmetic used in the IBM 360 series. Different sequences of residues are considered and relationships established among them. It is shown that a sequence of positive and negative residues may be produced more simply and econimically than with the conventional approach and yet have twice the period of the latter without loss of desirable statistical properties. Another easily generated sequence involving absolute values is also shown to have twice the period but with the less attractive statistical properties. The statistical properties of these sequences are given and related to previously established criteria.

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Research and Advances

Statistical computations based upon algebraically specified models

Based upon a machine-readable statistical model and related symbolic specifications, an efficient method of performing calculations for statistical models of a balanced complete nature is presented. Fixed, mixed, and random analysis of variance models are considered. A procedure for obtaining variance components and calculated F statistics for the model terms is included.

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