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A computer algebra package for approximate conditional inference
Authors:Ruggero Bellio  Alessandra R. Brazzale
Affiliation:(1) Dipartimento di Scienze Statistiche, Università degli Studi di Udine, via Treppo 18, 33100 Udine, Italy.eruggero.bellio@dss.uniud.it;(2) Corso Stati Uniti 4, LADSEB-CNR, 35127 Padova, Italy
Abstract:This paper presents a set of REDUCE procedures that make a number of existing higher-order asymptotic results available for both theoretical and practical research. Attention has been restricted to the context of exact and approximate inference for a parameter of interest conditionally either on an ancillary statistic or on a statistic partially sufficient for the nuisance parameter. In particular, the procedures apply to regression-scale models and multiparameter exponential families. Most of them support algebraic computation as well as numerical calculation for a given data set. Examples illustrate the code.
Keywords:computer algebra  conditional inference  exponential family  higher-order asymptotics  REDUCE  regression model
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