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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2009.12
- 수록면
- 1,191 - 1,197 (7page)
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Most Bayesian approaches to model selection of wavelet analysis have drawbacks that computational cost is expensive to obtain accuracy for the fitted unknown function. To overcome the drawback, this article introduces loss functions which are criteria for level dependent threshold selection in wavelet based Bayesian methods with arbitrary size and regular design points. We demonstrate the utility of these criteria by four test functions and real data.
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참고문헌 (9)
참고문헌 신청
1. [학술지(정기간행물)] - Abramovich, F / 2002 / Empirical Bayes approach to block wavelet function estimation / Computational Statistics and Data Analysis 39 : 435 ~ 451
2. [학술지(정기간행물)] - Antoniadis, A / 2001 / Wavelet shrinkage for natural exponential families with quadratic variance functions / Biometrika 88 : 805 ~ 820
3. [단행본] - Daubechies,I / 1992 / Ten lectures on wavelets, CBMS-NSF, Series in Applied Mathematics / SIAM
4. [기타자료] - Misiti, M / 1994 / Wavelet toolbox for use with MATLAB / The Math Works Incorporation
5. [학술지(정기간행물)] - 박천건 / 2008 / A Note on A Bayesian Approach to the Choice of Wavelet Basis Functions at Each Resolution Level / 한국데이터정보과학회지 19 (4) : 1465 ~ 1476
2. [학술지(정기간행물)] - Antoniadis, A / 2001 / Wavelet shrinkage for natural exponential families with quadratic variance functions / Biometrika 88 : 805 ~ 820
3. [단행본] - Daubechies,I / 1992 / Ten lectures on wavelets, CBMS-NSF, Series in Applied Mathematics / SIAM
4. [기타자료] - Misiti, M / 1994 / Wavelet toolbox for use with MATLAB / The Math Works Incorporation
5. [학술지(정기간행물)] - 박천건 / 2008 / A Note on A Bayesian Approach to the Choice of Wavelet Basis Functions at Each Resolution Level / 한국데이터정보과학회지 19 (4) : 1465 ~ 1476
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