Shuva Gupta

Works (4)

Updated: December 1st, 2023 09:09

2019 journal article

Quality Control of Quantitative High Throughput Screening Data

FRONTIERS IN GENETICS, 10.

By: K. Shockley *, S. Gupta*, S. Harris *, S. Lahiri n & S. Peddada*

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)
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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.

By: A. Chatterjee *, S. Gupta n & S. Lahiri n

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)
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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.

By: S. Gupta* & S. Lahiri*

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Added: August 6, 2018

2014 journal article

Screening active factors in supersaturated designs

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 77, 223–232.

By: U. Das *, S. Gupta* & S. Gupta n

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)
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2. Zero Hunger (Web of Science)
16. Peace, Justice and Strong Institutions (OpenAlex)
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Added: August 6, 2018

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