HSS (done perman) Flashcards
assumption of statistics
all knowledge is uncertain
primary goal of statistics
measure degree of uncertainty of observation
mean (show via example)
mean of 1, 2, 3, 4
10/4 = 2.5
median (show via example)
median of 1,2,2,4,8,16
is 3
mode def
most frequently occurring value in sample
ex: in sample of 1,2,3,4
mode is 1,2,3,4
ex: in sample of 1,2,2,2
mode is 2
inductivism process
example
1 observe
2 make hypothesis about observation
3 compare hypotheses and choose most probable
ex: observe stuff via physical exam -> coming up with diagnosis
what was the theory that countered inductivism
falsification
- deductive
- you can always falsify (prove something is false) but you can never prove something is 100% true
rel of p value and null hypothesis
use p value as basis for rejecting null hypothesis
is p value a short/long term measure
p - short
what is the p value fallacy
notion that p value (derived for short term) can provide a long term answer
non parametric def
not make assumption based on a distribution
if have only two choices, what distribution should you draw
binominal
if you are graphing “counts”/numbers, you should draw what distribution
Poisson distribution
p value depends on what
sample size
read: p value says little about prob of observed value being true
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