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Nonparametric Estimation of Scalar Diffusions Based on Low Frequency Data

Nonparametric Estimation of Scalar Diffusions Based on Low Frequency Data

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_projecteuclid_primary_oai_CULeuclid_euclid_aos_1098883788

Nonparametric Estimation of Scalar Diffusions Based on Low Frequency Data

About this item

Full title

Nonparametric Estimation of Scalar Diffusions Based on Low Frequency Data

Publisher

Hayward, CA: Institute of Mathematical Statistics

Journal title

The Annals of statistics, 2004-10, Vol.32 (5), p.2223-2253

Language

English

Formats

Publication information

Publisher

Hayward, CA: Institute of Mathematical Statistics

More information

Scope and Contents

Contents

We study the problem of estimating the coefficients of a diffusion (Xt, t ≥ 0); the estimation is based on discrete data XnΔ, n = 0,1,..., N. The sampling frequency Δ-1is constant, and asymptotics are taken as the number N of observations tends to infinity. We prove that the problem of estimating both the diffusion coefficient (the volatility) and...

Alternative Titles

Full title

Nonparametric Estimation of Scalar Diffusions Based on Low Frequency Data

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_projecteuclid_primary_oai_CULeuclid_euclid_aos_1098883788

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_projecteuclid_primary_oai_CULeuclid_euclid_aos_1098883788

Other Identifiers

ISSN

0090-5364

E-ISSN

2168-8966

DOI

10.1214/009053604000000797

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