caa a22 4500 477062938 CHVBK 20180405111406.0 cr unu---uuuuu 170330e19961201xx s 000 0 eng 10.1007/BF00052326 doi (NATIONALLICENCE)springer-10.1007/BF00052326 Bayesian nonparametric predictive inference and bootstrap techniques [Elektronische Daten] [P. Muliere, P. Secchi] We address the question as to whether a prior distribution on the space of distribution functions exists which generates the posterior produced by Efron's and Rubin's bootstrap techniques, emphasizing the connection with the Dirichlet process. We also introduce a new resampling plan which has two advantages: prior opinions are taken into account and the predictive distribution of the future observations is not forced to be concentrated on observed values. The Institute of Statistical Mathematics, 1996 Bootstrap techniques nationallicence Dirichlet process nationallicence nonparametric predictive inference nationallicence Muliere P. Dipartimento di Economia Politica e Metodi Quantitativi, Università di Pavia, Via San Felice, 5, I-27100, Pavia, Italy aut Secchi P. Dipartimento di Economia Politica e Metodi Quantitativi, Università di Pavia, Via San Felice, 5, I-27100, Pavia, Italy aut Annals of the Institute of Statistical Mathematics Kluwer Academic Publishers 48/4(1996-12-01), 663-673 0020-3157 48:4<663 1996 48 10463 https://doi.org/10.1007/BF00052326 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/BF00052326 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Muliere P. Dipartimento di Economia Politica e Metodi Quantitativi, Università di Pavia, Via San Felice, 5, I-27100, Pavia, Italy aut NATIONALLICENCE 700 1- Secchi P. Dipartimento di Economia Politica e Metodi Quantitativi, Università di Pavia, Via San Felice, 5, I-27100, Pavia, Italy aut NATIONALLICENCE 773 0- Annals of the Institute of Statistical Mathematics Kluwer Academic Publishers 48/4(1996-12-01), 663-673 0020-3157 48:4<663 1996 48 10463 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer