지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2017.11
- 수록면
- 1,557 - 1,564 (8page)
이용수
초록· 키워드
오류제보하기
We take genomic sequences of high-dimensional low sample size (HDLSS) without ordering of response categories into account. When constructing an appropriate test statistics in this model, the classical multivariate analysis of variance (MANOVA) approach might not be useful owing to very large number of parameters and very small sample size. For these reasons, we present a pseudo marginal model based upon the Gini-Simpson index estimated via Bayesian approach. In view of small sample size, we consider the permutation distribution by every possible n! (equally likely) permutation of the joined sample observations across G groups of (sizes n₁; : : : n<SUB>G</SUB>).We simulate data and apply false discovery rate (FDR) and positive false discovery rate (pFDR) with associated proposed test statistics to the data. And we also analyze real SARS data and compute FDR and pFDR. FDR and pFDR procedure along with the associated test statistics for each gene control the FDR and pFDR respectively at any level α for the set of p-values by using the exact conditional permutation theory.
목차
Abstract
1. Introduction
2. Model description
3. Numerical study
4. Concluding remarks
References
참고문헌 (13)
참고문헌 신청
Benjamini, Y. and Hochberg, Y. (1995). Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society: Series B, 57, 289-300.
Benjamini, Y. and Liu, W. (1999). A step-down multiple hypotheses testing procedure that controls the false discovery rate under independence. Journal of Statistical Planning and Inference, 82, 163-170.
Gini, C. (1921). Measurement of inequality of incomes. The Economic Journal, 31(121), 124-126.
Jang, W. (2013). Multiple testing and its applications in high-dimension. Journal of Korean Data and Information Science Society, 24, 1063-1076.
Kang, S. (2015). Default Bayesian testing for scale parameters in the log-logistic distributions. Journal of Korean Data & Information Science Society, 26(6), 1501-1511.
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Comparison of false discovery rate procedures in microarray studies
한국데이터정보과학회지
2019 .03
-
Robust inference with order constraint in microarray study
CSAM(Communications for Statistical Applications and Methods)
2018 .09
-
Co-Inertia analysis for multi-omics data with FDR control via SLOPE
CSAM(Communications for Statistical Applications and Methods)
2025 .01
-
KNOCKOFF를 이용한 성근 VHAR 모형의 FDR 제어
응용통계연구
2022 .12
-
FDR 센서를 활용한 제체 누수특성의 실내 모형 실험 연구
The Journal of Engineering Geology
2018 .01
-
Resampling-based methods for the error control of variable selection in high-dimensional genomic data
한국데이터정보과학회지
2024 .09
-
단순 베이즈 분류에서 FDR 기반의 범주형 변수의 선택
한국데이터정보과학회지
2021 .11
-
Metabolite identification and biomarker discovery under the control of two-dimensional false discovery rate
한국분석과학회 학술대회
2020 .06
-
마이크로어레이 자료를 이용한 유전독성 및 발암성 다중비교 검정
한국데이터정보과학회지
2023 .11
-
Comparison of methods for the proportion of true null hypotheses in microarray studies
CSAM(Communications for Statistical Applications and Methods)
2020 .01
-
SMUCE와 FDR segmentation 방법에 의한 다중변화점 추정법 비교
응용통계연구
2019 .08
-
A comparative study of the Gini coefficient estimators based on the regression approach
CSAM(Communications for Statistical Applications and Methods)
2017 .07
-
On new inequalities of Simpson's type for generalized convex functions
한국수학논문집
2019 .01
-
Estimation of high-dimensional sparse cross correlation matrix
CSAM(Communications for Statistical Applications and Methods)
2022 .11
-
Characterization of Gel16 as a Cytochrome P450 in Geldanamycin Biosynthesis and in-silico Analysis for an Endogenous Electron Transport System
Journal of Microbiology and Biotechnology
2019 .01
-
Simpson's and Newton's type quantum integral inequalities for preinvex functions
한국수학논문집
2021 .01
-
A note on Simpson $3/8$ rule for function whose modulus of first derivatives are $s$-convex function with application
한국수학논문집
2024 .09
-
New quantum variants of Simpson-Newton type inequalities via $(\alpha,m)$-convexity
한국수학논문집
2023 .06
-
An approach based on clustering for detecting differentially expressed genes in microarray data analysis
CSAM(Communications for Statistical Applications and Methods)
2024 .09
-
Estimation of p-values with Reduced Set of Genomic Association Data
Journal of The Korean Data Analysis Society
2018 .01
이 논문의 저자 정보
최근 본 자료
댓글(0)
0