ArticleEvolution letters2024
Regularized regression can improve estimates of multivariate selection in the face of multicollinearity and limited data.
Article in Evolution letters, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
10 citing papers in PubMed.
- Why probiotics fail: gut niche tension as the missing variable?Gut microbes · 2026Review
- Enhancing genomic prediction accuracy in Huaxi cattle through integration of transcriptomic data and a self-attention-based SNP selection strategy.BMC bioinformatics · 2026Article
- Spectral and non-spectral EEG measures in the prediction of working memory task performance and psychopathology.bioRxiv : the preprint server for biology · 2026Article
- Differentiation of ecological niche patterns between sympatric lemurs in northwestern Madagascar: Implications for their conservation.PloS one · 2026Article
- Measuring natural selection on the transcriptome.The New phytologist · 2025Review
- Predicting mental health disparities using machine learning for African Americans in Southeastern Virginia.Scientific reports · 2025Article
- Radiogenomic method combining DNA methylation profiles and magnetic resonance imaging radiomics predicts patient prognosis in skull base chordoma.Clinical epigenetics · 2025Article
- Predicting Fitness-Related Traits Using Gene Expression and Machine Learning.Genome biology and evolution · 2025Article
- Natural selection on floral volatiles and other traits can change with snowmelt timing and summer precipitation.The New phytologist · 2025Article
- Temporal biobehavioral pathways from perceived stress to symptom burden in patients with cancer: A three-wave longitudinal cross-lagged panel network analysis to inform supportive care.International journal of clinical and health psychology : IJCHPArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The breeder's equation,
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.