January 09, 2026 article Open access Methodological pitfalls in food security analytics: Addressing biases in regression, SHAP, and feature importance analyses Food and Humanity DOI: 10.1016/j.foohum.2026.101006 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 2 References 1 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Conducting correlation analysis: important limitations and pitfalls 2021 Clinical Kidney Journal article Decision Sciences Reliability and Agreement in Measurement Open access 253 citations 1 result