stats 1 Flashcards

1
Q

why do we need statistics

A

all measurements we make are subject to variability

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
2
Q

how are variations in measurements created

A

instrumentation (calibration, consistency)
experimenter (errors in reporting)

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
3
Q

what causes biological variations

A

genetic differences
environmental differences

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
4
Q

what is the mean

A

sum of all values/number of observations

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
5
Q

what is the deviation

A

difference between each value and the average

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
6
Q

what the variance

A

sum oaf all deviations squared/number of observations minus 1 (in sample)
average of the square of the deviations

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
7
Q

what is the standard deviation

A

square root of variance
typical deviation

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
8
Q

standard error of the mean

A

SD/root of n (number of observations)
error associated with the mean

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
9
Q

population parameters

A

population mean: mew (u)
population variance: sigma squared
population standard deviation: sigma

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
10
Q

what does the area under relative frequency histogram bars add up to

A

1

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
11
Q

what percentage of a normal distribution is within 1,2,3 SD’s of the mean

A

68%
95.4%
99.7%

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
12
Q

wha is a confidence interval

A

range of values which is likely to contain the mean of the population with some degree of certainty.
[𝑋̅ ± T × SEM]
T=t critical or t value

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
13
Q

what p value denotes significance

A

less than 0.05

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
14
Q

student t test

A

for comparing the means of two groups

-calculate the probability of obtaining the results or greater assuming there is no difference

-requires normal distribution of the population

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
15
Q

paired t test

A

measure each subject twice
powerful (controlled)

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
16
Q

what is the t statistic

A

the observed difference in our sample means divided by the standard error of the diffference

17
Q

type 2 error

A

sensitive to sample size

18
Q

how do e transform non normally distributed data into normally distributed data

A

log data to transform a log-normal distribution
non parametric tests (less powerful test)

19
Q
A