Stats Flashcards

1
Q

[…] is the probability that test results will be positive in patients with disease

A

Sensitivity

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

What is the equation for sensitivity?

A

TP/(TP+FN)

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

[…] is the probability test result will be negative in patients without disease

A

Specificity

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

What is the equation for specificity?

A

TN/(TN+FP)

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

What is the equation for PPV?

A

TP / (TP + FP)

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

What is the equation for NPV?

A

TN / (FN + TN)

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

[…] is the number of newly reported cases of a disease in specific time period per unit measurement of population

A

incidence

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

Prevalence is determined by performing […] studies

A

cross-sectional

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

Relative risk is obtained from […] studies

A

cohort

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

Odds ratio is obtained from […] studies

A

case-control

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

What is the equation for number needed to treat?

A

number needed to treat = (1 / absolute risk reduction)

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

What is the equation for absolute risk reduction?

A

absolute risk reduction (ARR) = 1 / number needed to treat

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

[…] is an estimate of the probability a study will be able to detect a true effect of the intervention

A

Power

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

What is the equation for power for a study?

A

power = 1 - (probability of a type-II, or beta error)

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

[…] is the magnitude of the difference in the means of the control and experimental groups in a study with respect to the pooled standard deviation

A

Effect size

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

A type […] error is accepting a null hypothesis when it is false and should be rejected

17
Q

A type […] error is rejecting a null hypothesis even though it is true

18
Q

A […] is a post-hoc statistical correction made to P values when several dependent or independent statistical tests are being performed simultaneously on a single data set

A

Bonferroni correction

19
Q

When is a Student’s t-test used?

A

to compare two means in parametric (normally distributed) data

20
Q

When is a Mann-Whitney or Wilcoxon rank sum test used?

A

to compare two means in non-parametric data

21
Q

When comparing portions, a […] test is used when sample sizes are small or number of occurrences in a group is low.

A

Fisher exact

22
Q

A Prospective cohort study is an example of Level […] evidence.

23
Q

A retrospective case control study is an example of level […] evidence.

24
Q

The […] of a study is an estimate of the probability of finding a significant association in a research study when one truly exists.

25
The power is defined by 1 - probability of type-[...] error
II (beta)
26
A therapeutic study presents a systematic review of 15 high-quality randomized controlled trials with homogeneous results. What level of evidence is this considered?
Level I
27
[...] is used to evaluate means of parametric data between three or more groups when the data is normally distributed.
Analysis of variance (ANOVA)
28
What is the MOA of acetaminophen?
inhibits prostaglandin E2 production through its effect on interleukin-1 beta
29
Rejecting the null hypothesis when it is true is an example of a type-[...] error.
I
30
A [...] is the most commonly used statistical test for detection of publication bias in meta-analyses.
funnel plot
31
The [...] effect refers to change in patient behavior when they know they are part of a study.
Hawthorne