Examples

• Content
  • A collection of statistical tests
    • Wald based interaction test
    • Comparing observed data against an arbitrary theoretical distribution
    • Aggregate data one-way ANOVA
  • Interval estimation
    • Confidence intervals for point estimates
    • Confidence intervals for a quantile/percentage
  • Resampling
    • Bootstrapped confidence intervals
      • Basic confidence interval
      • Percentile confidence interval
      • Studentised confidence interval
      • Bias corrected and accelerated confidence interval
    • The Jackknife
  • Meta-analysis and heterogeneity estimators
    • Fixed effect meta-analysis
    • Random effects meta-analysis
    • Evaluate between study heterogeneity
  • Validating (machine learning) prediction models
    • Estimating calibration
    • Model recalibration
      • Confirm the recalibration has worked
    • Discrimination
      • Exploring the influence of logit and recalibration
      • Creating the ROC input data