Quantitative 3 Flashcards
Odds equation
(p/(1-p)
Interpretating OLS results
1 cm in additional height is associated with 800 grams of extra weight
Interpretating logistic results
probability of being heavy increases with height
Positive B coefficient logistic
The probability of being >70 kg increases with height
RR
.. times as likely
RD
is …%-points higher for A than B
Odds
Odds for A are … times the odds for B
For small probabilities OR and RR …
are similar, otherwise OR is an overestimate of RR
Calculating RR & RD from observed proportions gives
an unadjusted, biased effect
Calculating RR & RD from adjusted proportions is .. & gives
based on marginal effects / results from LRA
gives unbiased effect
(Adjustment because of the S-shape)
Individual OR is …
equal for all patients
Individual RR and RD is
different for each patient
Table 2 fallacy
Interpreting coefficient of one regression model all as estimates of full effect and unbiased
May present biased or partial effects
B coefficients
Open paths which transmit association