Stats Flashcards
Define case control study
Match groups of affected people with unaffected people and retrospectively assess risk factors/exposures
Define retrospective and prospective cohort study
Retrospective - taking group of affected people and looking at previous RFs/exposures
Prospective - take group of unaffected people and follow over time for risk factors/exposures and development of disease
Define sample bias
Group of selected patients don’t accurately represent the population (ie tertiary hospital setting)
Define participation bias
Volunteers for clinical trials often don’t represent general population
Define measurability bias
Trial investigators not being blinded to intervention and therefore may skew results to become meaningful
Recall/reporting bias
Problem with retrospective trials, exposure history may not be accurately recalled or reported
Exclusion bias
Drop outs not being included in results
What percentage of data points are one standard deviation away from the mean? Two? Three?
1 SD = 67%
2 SD = 95%
3 SD 99.7%
Equation for standard error of the mean
Standard deviation / sqroot(sample size)
What is p-value definition?
Probability that result occurred by chance
What is type 1 error?
Incorrectly rejecting the null hypothesis (false positive)
What is type 2 error?
Missing a true correlation due to an underpowered study (false negative)
Calculation for RR
RR = Risk (exposed) / Risk (control)
Calculation for ARR
ARR = Risk (control) - Risk (exposed)
Calculation for NNT
1 / ARR