Výsledky vyhledávání - "Experimental design"

Explainable artificial intelligence for manufacturing process modelling and optimisation: an integrated ANN and LIME approach.

Autoři: Wang, Guodong Wang, Huabing Lv, Shanshan a další

Zdroj: International Journal of Production Research. Oct2025, p1-22. 22p. 8 Illustrations.

Témata: *ARTIFICIAL neural networks, *PRODUCTION engineering, *MANUFACTURING industries, *ARTIFICIAL intelligence, *QUANTITATIVE research, EXPERIMENTAL design, OPTIMIZATION algorithms

Ternary designs enabling efficient estimation of residual effects.

Autoři: Jha, Akhilesh Varghese, Cini Jaggi, Seema a další

Zdroj: Communications in Statistics: Theory & Methods. Nov2025, p1-18. 18p. 4 Illustrations.

Témata: AGRICULTURE, EXPERIMENTAL design, TREATMENT effectiveness, EFFECT of fertilizers on plants, APPROXIMATION error, SUSTAINABILITY

Orthogonalized moment aberration for mixed-level multi-stratum factorial designs with partially-relaxed orthogonal block structures.

Autoři: Chang, Ming-Chung¹ (AUTHOR)

Zdroj: Journal of the Royal Statistical Society: Series B (Statistical Methodology). Nov2025, Vol. 87 Issue 5, p1636-1654. 19p.

Témata: *BAYESIAN analysis, FACTORIAL experiment designs, EXPERIMENTAL design, KERNEL functions

An optimal design framework for lasso sign recovery Open Access.

Autoři: Stallrich, Jonathan W Young, Kade Weese, Maria L a další

Zdroj: Journal of the Royal Statistical Society: Series B (Statistical Methodology). Nov2025, Vol. 87 Issue 5, p1457-1480. 24p.

Témata: *STATISTICAL correlation, *HEURISTIC, *ESTIMATION theory, EXPERIMENTAL design, DESIGN techniques

A Bayesian design for dual-agent dose optimization with targeted therapies.

Autoři: Jiménez, José L. Tighiouart, Mourad

Zdroj: Journal of Biopharmaceutical Statistics. Nov2025, p1-16. 16p. 2 Illustrations.

Témata: *BAYESIAN analysis, *SIMULATION methods & models, EXPERIMENTAL design, TREATMENT effectiveness, THERAPEUTICS

Two-level D-optimal designs for run sizes that are one less than a multiple of four.

Autoři: Hameed, Mohammed Saif Ismail Núñez Ares, José Goos, Peter

Zdroj: Quality Engineering. 2025, Vol. 37 Issue 4, p597-611. 15p.

Témata: ORTHOGONAL arrays, EXPERIMENTAL design, OPTIMAL designs (Statistics)

Empirical Asset Pricing via Machine Learning: The Role of Research Design Choices.

Autoři: Lalwani, Vaibhav Meshram, Vedprakash Jindal, Varun

Zdroj: European Financial Management. Nov2025, p1. 18p. 5 Illustrations.

Témata: *PRICES of securities, *PROFITABILITY, *PORTFOLIO management (Investments), MACHINE learning, EXPERIMENTAL design, INFORMATION filtering systems, MEASUREMENT uncertainty (Statistics)

Homogeneity of multinomial populations when data are classified into a large number of groups.

Autoři: Alba-Fernández, M.V. Jiménez-Gamero, M.D. Ariza-López, F.J.

Zdroj: Journal of Applied Statistics. Oct2025, p1-21. 21p. 2 Illustrations.

Témata: *DATA analysis, *STATISTICAL hypothesis testing, *SIMULATION methods & models, ASYMPTOTIC normality, SUBGROUP analysis (Experimental design), RESEARCH methodology, MATHEMATICAL variables

Outlier robust orthogonal uniform composite designs for third-order models.

Autoři: Oladugba, Abimibola Victoria Yankam, Brenda Mbouamba

Zdroj: Communications in Statistics: Simulation & Computation. 2025, Vol. 54 Issue 11, p4493-4503. 11p.

Témata: OUTLIERS (Statistics), EXPERIMENTAL design, RESPONSE surfaces (Statistics), ROBUST statistics

Adaptive seamless phase II/III design with sequential estimation-adjusted urn model.

Autoři: Zhu, Hongjian Yu, Jun Wang, Qin a další

Zdroj: Communications in Statistics: Simulation & Computation. 2025, Vol. 54 Issue 10, p4431-4441. 11p.

Témata: CLINICAL trials, EXPERIMENTAL design, DRUG development, ONCOLOGY, ERROR probability

On the construction of trend free constant block sum PBIB designs.

Autoři: Verma, Satyam Bhowmik, Arpan Varghese, Eldho a další

Zdroj: Communications in Statistics: Simulation & Computation. 2025, Vol. 54 Issue 10, p4155-4169. 15p.

Témata: *EMPIRICAL research, BLOCK designs, EXPERIMENTAL design, STATISTICAL software, AGRICULTURE

On optimal blocked definitive screening designs: Theoretical insights and computational simplifications.

Autoři: Hu, Bo Wang, Yaping Sun, Fasheng

Zdroj: Scandinavian Journal of Statistics. Dec2025, Vol. 52 Issue 4, p2242-2269. 28p.

Témata: OPTIMAL designs (Statistics), EXPERIMENTAL design, MATHEMATICAL simplification, STATISTICAL models, MULTIDISCIPLINARY design optimization, SCHOLARLY method

Construction of maximum projection Latin hypercube designs using number‐theoretic methods.

Autoři: Ye, Yuxing Yuan, Ru Wang, Yaping

Zdroj: Scandinavian Journal of Statistics. Dec2025, Vol. 52 Issue 4, p1899-1931. 33p.

Témata: *SIMULATION methods & models, LATIN hypercube sampling, EXPERIMENTAL design, NUMERICAL calculations, MULTI-objective optimization, NUMERICAL analysis

An Undergraduate Course on the Statistical Principles of Research Study Design.

Autoři: Kennedy-Shaffer, Lee^1,2 (AUTHOR) Lee.kennedy-shaffer@yale.edu

Zdroj: American Statistician. Nov2025, Vol. 79 Issue 4, p520-528. 9p.

Témata: *EMPIRICAL research, *STATISTICAL sampling, EXPERIMENTAL design, CAUSAL inference, SCIENTIFIC observation, UNDERGRADUATE education, STATISTICAL literacy

Analysis of small central composite designs.

Autoři: Tinsson, Walter¹ (AUTHOR) walter.tinsson@univ-pau.fr

Zdroj: Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 21, p6835-6849. 15p.

Témata: *ESTIMATION theory, *DATA analysis, RESPONSE surfaces (Statistics), EXPERIMENTAL design

Non existence of optimal covariate matrices for a symmetric BIBD with Non Youden layout in the presence of neighbor effects.

Autoři: Sinha, Bikas K. Sapam, Sobita Dutta, Ganesh

Zdroj: Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 24, p7708-7711. 4p.

Témata: *QUANTITATIVE research, EXPERIMENTAL design, SCHOLARLY periodical corrections

Construction and projection uniformity of three-level optimal supersaturated designs.

Autoři: Zhang, Shixian Li, Hongyi Tian, Jiezhong

Zdroj: Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 23, p7614-7629. 16p.

Témata: DESIGN techniques, EXPERIMENTAL design, FACTORIAL experiment designs

Some results on constructing three-level blocked designs with general minimum lower-order confounding.

Autoři: Li, Zhi Li, Zhiming Tian, Rui a další

Zdroj: Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 22, p7105-7122. 18p.

Témata: *ALGORITHMS, BLOCK designs, EXPERIMENTAL design, PYTHON programming language

Enumeration and evaluation of orthogonal three-level designs with small number of runs for definitive screening.

Autoři: Evangelaras, Haralambos Trapouzanlis, Victor

Zdroj: Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 21, p6850-6865. 16p.

Témata: EXPERIMENTAL design, ORTHOGONAL arrays, INSPECTION & review, FACTOR analysis, DESIGN

Becker's models for mixture experiments: An A-optimal approach.

Autoři: Husain, Bushra Aslam, Fariha

Zdroj: Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 20, p6443-6453. 11p.

Témata: OPTIMAL designs (Statistics), EXPERIMENTAL design, STATISTICAL models