Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• bakR: uncovering differential RNA synthesis and degradation kinetics transcriptome-wide with Bayesian hierarchical modeling.

  PMID 37028916 · PMC10275263 · RNA (New York, N.Y.) · 2023 · 8 claims · 4 setups

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  bakR uses Bayesian hierarchical modeling to share information (specifically a replicate variability vs. read count trend) across transcripts, increasing statistical power for differential kinetic analysis

  simulated existing simulated nucleotide

• Importance sampling for the infinite sites model.

  PMID 18976228 · PMC2832804 · Statistical applications in genetics and molecular biology · 2008 · 7 claims · 2 setups

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  A new importance sampling proposal distribution for the ISM, derived from a new result on exact sampling from a single segregating site, generally shows greater efficiency than the GT and SD proposals.

  simulated empirical computational reanalysis

• Bayesian survival analysis in genetic association studies.

  PMID 18617538 · PMC2530885 · Bioinformatics (Oxford, England) · 2008 · 7 claims · 5 setups

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  A novel Bayesian method (BETA-Surv) extends prior case-control haplotype-clustering work to censored survival outcomes by clustering haplotypes via gene tree/perfect phylogeny topology and relative mutation age.

  simulated same sanad bayesian univariate partial

• Imputation of missing genotypes: an empirical evaluation of IMPUTE.

  PMID 19077279 · PMC2636842 · BMC genetics · 2008 · 8 claims · 7 setups

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  IMPUTE achieves 97% median genotype imputation accuracy in Caucasian (NNC) subjects when <10% of SNPs are untyped

  caucasian african random thai genome-wide chromosome principal

• The DAVID Gene Functional Classification Tool: a novel biological module-centric algorithm to functionally analyze large gene lists.

  PMID 17784955 · PMC2375021 · Genome biology · 2007 · 8 claims · 6 setups

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  Gene-gene functional similarity can be measured using kappa statistics applied to a binary gene-annotation-term matrix built from 14 annotation categories.

  genome protein-protein genes artificial kappa clustering gene