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Generating Halton sequences using Mata

delete2006-06-01
delete27
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David M. Drukker *
R
Richard Gates
DOI:10.1177/1536867X0600600204delete
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摘要

摘要

En 中文
This paper discusses the advantages of Halton sequences over pseudorandom uniform numbers when using simulation to approximate integrals numerically. We describe two types of sequences and give Mata examples. Finally, we document the Mata function halton(), currently in release 9.1 of Stata, which computes both a Halton sequence and its Hammersley variant. Options to use these point sets are available in the Stata 9 program asmprobit, a multinomial-probit estimator, and in the Stata 9.1 Mata function ghk(), the Geweke-Hajivassiliou-Keane multivariate-normal simulator.
Keyword:
st0103
halton()
Halton set
Hammersley set
quasirandom numbers
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S
Stata Journal
IF:
2.4
论文数:
1.2K
被引数:
8.4K

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