Works (4)
Updated: December 1st, 2023 09:09
2019 journal article
Quality Control of Quantitative High Throughput Screening Data
FRONTIERS IN GENETICS, 10.
author keywords: ANOVA; clustering; concentration-response; potency; quantitative high throughput screening; toxicological response
TL;DR:
An automated quality control procedure based on analysis of variance (ANOVA) is introduced to identify and filter out compounds with multiple cluster response patterns and improve potency estimation in qHTS assays.
(via Semantic Scholar)
open access via www.frontiersin.org (publisher PDF)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
11. Sustainable Cities and Communities
(Web of Science)
Source: Web Of Science
Added: May 28, 2019
2015 journal article
On the residual empirical process based on the ALASSO in high dimensions and its functional oracle property
JOURNAL OF ECONOMETRICS, 186(2), 317–324.
author keywords: Asymptotic uniform linearity; Brownian bridge; Oracle property; Prediction intervals; Regularization; Weak convergence
TL;DR:
It is shown that under suitable sparsity conditions, the residual empirical process based on the ALASSO provides valid inference methodology in very high dimensional regression problems where conventional methods fail.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
16. Peace, Justice and Strong Institutions
(OpenAlex)
Source: Web Of Science
Added: August 6, 2018
2014 article
Comment
Gupta, S., & Lahiri, S. N. (2014, July 3). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 109, pp. 1013–1015.
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
2014 journal article
Screening active factors in supersaturated designs
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 77, 223–232.
author keywords: Corrected AIC; Dantzig selector; Effect heredity; Nonconvex penalty; Shrinkage estimation; SCAD; Smoothly clipped absolute deviation; Sparsity tuning parameter
TL;DR:
Results of the numerical study and real data analyses reveal that the SCAD is a valuable tool for identifying active factors in SSDs.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
2. Zero Hunger
(Web of Science)
16. Peace, Justice and Strong Institutions
(OpenAlex)
Source: Web Of Science
Added: August 6, 2018
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