Breadcrumb
Deranged Physiology
Research and Evidence-Based Practice
Essential reading for statistics and EBM
Basic Concepts in Medical Statistics
Definition and relevance of evidence based medicine
Levels of evidence and grading the quality of recommendations
Types of studies, their advantages and disadvantages
A short list of statistics equations
A short list of definitions for the lazy exam candidate
Instruments of Statistical Analysis
Precision of findings: p-value and the confidence interval
Propensity score analysis
Qualitative data: Chi-square test and Fisher's Exact Test
Quantitative data: measures of variability and central tendency
Statistical tests for quantitative data
Data distributions
Measures of effect size, risk and odds
Measures of test accuracy: sensitivity specificity and predictive value
Clinical Trial Design
Non-inferiority trials
Platform trials
Steps in designing and conducting a clinical trial
Randomisation
Blinding
Intention to treat analysis
Subgroup analysis
Outcome measures
Study power, population and sample size
Statistical significance and clinical significance
Error and Bias in Medical Research
Types of error in medical research
Types of bias in medical research
Confounding in clinical trials
Interpretive bias
Bayesian and frequentist analysis
Interpretation of Evidence into Practice
The meaninglessness of published evidence
Critical appraisal of clinical trials
Critical appraisal of meta-analysis data
Interpretation of time-to-event curves
Trials which stop earlier than expected