Search Results - "partial least squares regression"

A non‐asymptotic analysis of the single component PLS regression.

Authors: Castelli, Luca Gannaz, Irène Marteau, Clément

Source: Scandinavian Journal of Statistics. Dec2025, Vol. 52 Issue 4, p2314-2351. 38p.

Subject Terms: PARTIAL least squares regression, MATHEMATICAL regularization, MEAN square algorithms, REGULARIZATION parameter, HIGH-dimensional model representation

Functional Partial Least-Squares: Adaptive Estimation and Inference*.

Authors: Babii, Andrii Carrasco, Marine Tsafack, Idriss

Source: Journal of the American Statistical Association. Nov2025, p1-21. 21p. 5 Illustrations.

Subject Terms: *MATHEMATICS, *MATHEMATICAL optimization, *REGRESSION analysis, PARTIAL least squares regression, ADAPTIVE estimation (Statistics), INDEPENDENT variables, INFERENCE (Logic), INFERENTIAL statistics

Modeling metal uptake by selected vegetables from urban soils in Europe: uncovering key soil factors using partial least squares regression (PLS-R)

Authors: Lundgren, Maria Hough, Rupert Lloyd Beesley, Luke et al.

Source: Human and Ecological Risk Assessment. 31(3-4):434-458

Subject Terms: Urban gardening, metal contaminant soil-to-crop transfer, risk assessments, partial least squares regression (PLS-R), SDG 11: sustainable cities and communities, Miljövetenskap, Environmental Science

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-137184
https://doi.org/10.1080/10807039.2025.2464109

Women Digital Entrepreneurial Characteristics and Collaborative Networks: Keys to Competitive Advantage of Women Digital Entrepreneurs in West Java, Indonesia.

Authors: Purbasari, Ratih Sukmadewi, Rani Rasmini, Mas et al.

Source: Review of Integrative Business & Economics Research. 2026, Vol. 15 Issue 1, p882-897. 16p.

Subject Terms: *COMPETITIVE advantage in business, *ORGANIZATIONAL performance, *QUANTITATIVE research, *JOINT ventures, *BUSINESSWOMEN, PARTIAL least squares regression

Geographic Terms: INDONESIA, JAWA Barat (Indonesia)

Development of prediction equations for immunoglobulin A, immunoglobulin G, and immunoglobulin M concentrations in mature milk from Holstein cows using milk infrared spectral data.

Authors: Satake, Yuri Katsura, Teppei Zhuang, Tao et al.

Source: Journal of Dairy Science. Jul2025, Vol. 108 Issue 7, p7354-7369. 16p.

Subject Terms: PARTIAL least squares regression, MACHINE learning, IMMUNOGLOBULIN G, NATURAL immunity, MILK quality, LACTATION, MAMMARY glands, IMMUNOGLOBULIN M

On optimal linear prediction.

Authors: Helland, Inge S.¹ (AUTHOR) ingeh@math.uio.no

Source: Scandinavian Journal of Statistics. Jul2025, p1. 17p.

Subject Terms: *MATHEMATICAL statistics, *REGRESSION analysis, PARTIAL least squares regression, REDUCED-order models, CHEMOMETRICS, QUANTUM mechanics, MEAN square algorithms

A projection-based approach for interactive fixed effects panel data models.

Authors: Keilbar, Georg Rodriguez-Poo, Juan M. Soberón, Alexandra et al.

Source: Econometric Reviews. Sep2025, p1-18. 18p. 1 Illustration.

Subject Terms: *MONTE Carlo method, FIXED effects model, PARTIAL least squares regression, RESAMPLING (Statistics), PANEL analysis, INDEPENDENT variables

Molecular architecture of the altered cortical complexity in autism.

Authors: Mamat, Makliya Chen, Yiyong Shen, Wenwen et al.

Source: Molecular Autism. Dec2025, Vol. 16 Issue 1, p1-13. 13p.

Subject Terms: *PARTIAL least squares regression, *MEDICAL sciences, *AUTISM spectrum disorders, *LIFE sciences, *GENE expression profiling

Weighted robust hybrid partial least squares regression forest.

Authors: Alin, Aylin¹ (AUTHOR) aylin.alin@deu.edu.tr

Source: Computational Statistics. Dec2025, Vol. 40 Issue 9, p5465-5490. 26p.

Subject Terms: *PARTIAL least squares regression, *REGRESSION trees, *ROBUST statistics, *STATISTICAL learning, *MULTIVARIATE analysis, *NUMERICAL analysis, *OUTLIERS (Statistics), *FORECASTING

Hyperspectral Imaging with Enhanced Partial Least Squares Regression (PLSR) for Accurate Sago Powder Quality Evaluation.

Authors: Teo, Po Sian Yeo, Wan Sieng Ming Hao, Lee et al.

Source: Analytical Letters. Nov2025, p1-25. 25p. 8 Illustrations.

Subject Terms: *HYPERSPECTRAL imaging systems, *PARTIAL least squares regression, *FEEDSTOCK, *NONDESTRUCTIVE testing, *FOOD industry, *QUALITY control, *HYPOCHLORITES

An Integrated PLS-SEM-TOPSIS-Sort Approach for Assessing ERP Solutions Acceptance Across Various Industries.

Authors: Radić, Aleksandra Bobek, Samo Arsić, Sanela et al.

Source: Information. Nov2025, Vol. 16 Issue 11, p954. 24p.

Subject Terms: *ENTERPRISE resource planning, *PARTIAL least squares regression, *TECHNOLOGY assessment, *COMPARATIVE studies, *DECISION making, *DIGITAL technology, *MARKET segmentation

Geographic Terms: SERBIA

FTIR-Fingerprinting Spectra Combined with Chemometrics Analysis for Distinguishing Strobilanthes phyllostachya Leaves Extracts and Correlation with Their Antioxidant Activity.

Authors: Rafi, Mohamad Tohib, Devanka Aulia Saputra, Agus et al.

Source: HAYATI: Journal of Biosciences. Nov2025, Vol. 32 Issue 6, p1584-1591. 8p.

Subject Terms: *ANTIOXIDANTS, *PARTIAL least squares regression, *INFRARED spectroscopy, *FUNCTIONAL groups, *PLANT extracts, *HERBAL medicine, *PRINCIPAL components analysis, *CHEMOMETRICS

Prediction of raw meat texture and myopathic severity of broiler breast meat with the wooden breast condition by hyperspectral imaging.

Authors: Liu, Q. Sun, J. Zhuang, H. et al.

Source: British Poultry Science. Oct2025, Vol. 66 Issue 5, p606-612. 7p.

Subject Terms: *MEAT texture, *PARTIAL least squares regression, *HYPERSPECTRAL imaging systems, *BROILER chickens, *PREDICTION models, *FISHER discriminant analysis, *MEASUREMENT of shear (Mechanics)

Analisis Faktor-Faktor Yang Mempengaruhi Pertumbuhan Ekonomi Melalui Penyerapan Tenaga Kerja Sebagai Variabel Mediasi Di Kota Samarinda.

Authors: Yusita, Dwi Eva¹ evayusita@gmail.com

Source: Jurnal Sosial dan Sains (SOSAINS). Oct2025, Vol. 5 Issue 10, p7467-7478. 12p.

Subject Terms: *PARTIAL least squares regression, *CITIES & towns, *SMALL business

Environmental Support or Just Greenwashing? Understanding the Impact of University Sustainability Programs on Students' Eco-Behaviours in Turkey.

Authors: Odugbesan, Jamiu Adetola Aghazadeh, Sahar

Source: Innovative Higher Education. Oct2025, Vol. 50 Issue 5, p1461-1485. 25p.

Subject Terms: *GREENWASHING, *PARTIAL least squares regression, *HIGHER education, *ATTITUDES toward the environment

Geographic Terms: TURKEY

Comparison Between Portable and Bench‐Top Near‐Infrared Spectroscopy for Corn Silage Characterization Using Partial Least Square and Support Vector Regression Methods.

Authors: Oliva, Jefferson Tales Kieling, Vinicius Herique Rossi, Felipe Augusto Bueno et al.

Source: Journal of Chemometrics. Oct2025, Vol. 39 Issue 10, p1-16. 16p.

Subject Terms: *NEAR infrared spectroscopy, *PARTIAL least squares regression, *NITROGEN, *PREDICTION models, *SUPPORT vector machines, *PHOSPHORUS, *FEED corn silage, *POTASSIUM

A scalable machine learning multi-local regression framework for potential energy surface fitting across diverse chemical landscapes.

Authors: Jiang, Kai-Le Wang, Huai-Qian Li, Hui-Fang et al.

Source: Journal of Chemical Physics; 7/14/2025, Vol. 163 Issue 2, p1-9, 9p

Subject Terms: POTENTIAL energy surfaces, MACHINE learning, CHEMICAL kinetics, CHEMICAL systems, PARTIAL least squares regression, STATISTICAL models, GRAPH neural networks, TRANSITION state theory (Chemistry)

Impact of Tax Exemption on Financial Performance and Stakeholders' Satisfaction: A Study of Credit Cooperatives in the Philippines.

Authors: Angeles, Imelda T.¹

Source: Review of Integrative Business & Economics Research. 2025, Vol. 14 Issue 2, p791-811. 21p.

Subject Terms: *TAX exemption, *JOB satisfaction, *COOPERATIVE banking industry, PARTIAL least squares regression, STRUCTURAL equation modeling

Embedding informality into sustainable development indices for Europe.

Authors: Dell'Anno, Roberto Davidescu, Adriana AnaMaria Manta, Eduard Mihai

Source: Baltic Journal of Economics. Jun2025, Vol. 25 Issue 1, p90-111. 22p.

Subject Terms: *SUSTAINABLE development, *NATIONAL income accounting, *NATIONAL account systems, *EMPLOYMENT, *INFORMAL sector, PARTIAL least squares regression

Attitudinal Factors Influencing Digital Collaborative Consumption Among Internet Users: A Confirmatory Study in Indonesia.

Authors: Ahmad, Lukni Burhanuddin Nasution, Reza Ashari Arnita, Devi

Source: Gadjah Mada International Journal of Business. May-Aug2025, Vol. 27 Issue 2, p175-197. 23p.

Subject Terms: *BEHAVIORAL research, *SHARING economy, PARTIAL least squares regression, PERCEIVED control (Psychology), TRUST