Jeffrey T. Leek|Roger D. Peng
Reproducible research can still be wrong: Adopting a prevention approach
Cancer Research And Biostatistics|Johns Hopkins University
reproducibility ability recompute results replicability chances experimenters achieve consistent result two foundational characteristics successful scientific research consistent findings independent investigators primary means scientific evidence accumulates hypothesis yet late crisis confidence among researchers worried rate studies either reproducible replicable order maintain integrity science research maintain publics trust science scientific community must ensure reproducibility replicability engaging preventative approach greatly expands data analysis education routinely employs software tools