LASSO

area: Regression models · 6 papers in the last 7 days

\hat\beta = \operatorname*{arg\,min}_{\beta}\ \lVert y - X\beta \rVert_2^2 + \lambda \lVert \beta \rVert_1

Regression with an L1 penalty that shrinks coefficients and sets many of them to exactly zero.

LaTeX: \hat\beta = \operatorname*{arg\,min}_{\beta}\ \lVert y - X\beta \rVert_2^2 + \lambda \lVert \beta \rVert_1

Names searched for: Lasso, least absolute shrinkage

Key findings

LASSO was mentioned in 26 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #35 of the 104 equations and models mentioned.
By journal category: Economics (8), Finance (7), AI (6), Operations Research (3) and Management (2).
Most of them appeared in Digital Finance (2), Future Business Journal (2) and Computational Economics (2).
Often mentioned together with Random forest (12), Gradient boosting (XGBoost) (11) and Support vector machine (SVM) (9).
Datasets named in the same papers: OR-Library (7), S&P 500 (4) and FRED (2).
From Apr 2024 to Sep 2026, 115 archived papers mentioned LASSO in their title, abstract or keywords, most of them in Dec 2024 (14).

Mentions over 30 months

Papers mentioning it by publication month, Apr 2024 to Sep 2026 (titles, abstracts and keywords)
Trend	Apr 24–Sep 24	Oct 24–Sep 25	Oct 25–Sep 26	30 months
	25	78	12	115

Papers mentioning LASSO, newest first.
Date	Title	Journal	Authors	Affiliations
2026-10-23	Dynamic prediction of loss given default in Norwegian retail credit card debt: advanced machine learning versus statistical models	Digital Finance	Cathy Ho, Isabel A. C. Sandersen, Espen Selliken et al.	Norwegian University of Science and Technology
2026-10-23	An identification-and dimensionality-robust test for instrumental variables models	Journal of Econometrics	Manu Navjeevan	Texas A&M University
2026-10-23	Evaluating machine learning and econometric models for inflation forecasting: evidence from a Sub-Saharan African panel	Future Business Journal	Baffour Osei, Abigail Boatemaa, Isaac Nyame et al.	University of Skills Training and Entrepreneurial Development; University of Bradford; Kwame Nkrumah University of Science and Technology; …
2026-10-23	Dynamic and regime-dependent associations of business confidence and employment with new business creation in La Araucanía, Chile	Journal of Economics and Finance	Humberto Salas Jara, Leonardo Rivas Solar, Francisco Javier Miranda González	Universidad Autónoma de Chile; Universidad de Valladolid; Universidad de Extremadura
2026-10-21	Solving two-stage stochastic programming problems using alternating direction method of multipliers	Computational Optimization and Applications	Nouralden Mohammed, Montaz Ali	University of the Witwatersrand
2026-10-21	Leveraging Machine Learning for Profit Forecasting and Cost Optimization Using Public Financial Data	Computational Economics	Bilal Ahmad, Abdu Salam, Mian Abdulbasit et al.	University of Peshawar; Abdul Wali Khan University Mardan; Yeungnam University; …
2026-10-17	Multi-Perspective explainability in traffic prediction: A neuro-symbolic approach using CNN-LSTMs and concept lattices	Applied Intelligence	Suraya Syazwani Mohamad Yusof, Hadhrami Ab Ghani, Nurul Izrin Md Saleh et al.	Universiti Malaysia Kelantan; Universiti Teknikal Malaysia Melaka; University of Technology Malaysia
2026-10-16	The Challenges of Hyperparameter Tuning for Accurate Causal Effect Estimation	Machine Learning	Damian Machlanski, Spyridon Samothrakis, Paul Clarke	University of Edinburgh; University of Essex; Institute for Social and Economic Research
2026-10-15	Geopolitical risk spillovers among GCC stock markets, non-renewable energy, and gold: evidence from a quantile connectedness approach	Portuguese Economic Journal	Nidhal Mgadmi, Fekria Belhouichet, Ştefan Cristian Gherghina et al.	University of Sfax; Faculty of Economics and Management of Sfax; Bucharest University of Economic Studies; …
2026-10-09	The naive–power law blend as a robust baseline for bitcoin price forecasting	Digital Finance	Carlos Baquero, Daniel Tinoco	INESC TEC
2026-10-08	A novel graph-based patient embedding method for the diagnosis of Alzheimer’s disease from microRNA expression data	Data Mining and Knowledge Discovery	Veronica Buttaro, Antonio Pellicani, Gianvito Pio et al.	University of Bari Aldo Moro; Consorzio Interuniversitario Nazionale per l'Informatica; National Research Council; …
2026-10-07	Artificial intelligence technologies, skills demand and employment: Evidence from linked job ads	Labour Economics	Lennert Peede, Michael Stops	Institut für Arbeitsmarkt und Berufsforschung
2026-10-05	Transparent forecasting with XAI: Improving accuracy and trust in electricity demand prediction	Knowledge-Based Systems	Somya Bansal, Vaibhav Baldeva, Asmit Cajla et al.	Thapar Institute of Engineering & Technology; Torrens University Australia; Norwegian University of Science and Technology
2026-10-05	An innovative approach to stock forecasting: combining LSTM, VMD, and artificial rabbit optimization	Future Business Journal	Homa Mehtarizadeh, Najme Mansouri, Behnam Mohammad Hasani Zade et al.	Shahid Bahonar University of Kerman
2026-10-04	Study of risk spillover effects on financial institutions under climate risk shocks	Research in International Business and Finance	Xiao-Li Gong, Wei Wei, Xiong Xiong	Qingdao University; Tianjin University
2026-10-03	Affective Profiles of Figurative Language: Cognitive and Computational Insights	Cognitive Computation	Kun Sun, Rong Wang, Yun Wu	Tongji University; University of Tübingen
2026-10-03	Tail Dependence in EU Carbon Markets: Graphical Models of Extremes for EUA Futures	Computational Economics	Jan Maciejowski, Manuele Leonelli	IE University
2026-10-01	A clustering-based framework for preference inference in inverse multiobjective optimization	Omega	Emilio Carrizosa, Nuria Gómez-Vargas, Veronica Piccialli	Universidad de Sevilla; Sapienza University of Rome
2026-10-01	Dynamic factor loadings and portfolio return prediction: Evidence from deep sequence models	International Review of Economics & Finance	Viktor Manahov, Zihao Hou, Dimitrios Stafylas
2026-10-01	Intraday predictability in commodity futures: New evidence from China’s retail-dominated market	Journal of Banking & Finance	Biao Guo, Junping Zhu	Renmin University of China
2026-10-01	Adaptive Bayesian very short-term wind power forecasting based on the generalised logit transformation	International Journal of Forecasting	Tao Shen, Jethro Browell, Daniela Castro‐Camilo
2026-10-01	Disciplined Biconvex Programming	Journal of Optimization Theory and Applications	Hao Zhu, Joschka Boedecker	Bernstein Center for Computational Neuroscience Freiburg
2026-10-01	Knockoff-Guided Compressive Sensing: A Statistical Machine Learning Framework for Support-Assured Signal Recovery	Machine Learning	Xiaochen Zhang, Haoyi Xiong	Shandong University; Microsoft (United States)
2026-10-01	Combining value-at-risk and expected-shortfall forecasts via the model confidence set	International Journal of Forecasting	Alessandra Amendola, Vincenzo Candila, Antonio Naimoli et al.
2026-09-29	Probabilistic electricity demand forecasting for Türkiye's 2035 energy plan: A risk-based framework for policy and capacity planning	Utilities Policy	Atasoy Durukan, Murat Demir	Milli Savunma Üniversitesi; Bakırçay Üniversitesi
2026-09-27	How to accelerate the value realization of digital transformation? -From the perspective of “executive capability construction”	International Review of Economics & Finance	Xinru Yue, Hongjian Yu	Xi'an University of Technology

Cite this page

Scholar4AI. (2026). LASSO. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/equations/lasso

@misc{scholar4ai-equations-lasso,
  author = {{Scholar4AI}},
  title = {LASSO},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/equations/lasso}},
  urldate = {2026-10-26},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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