Biostats mod 6 Flashcards

1
Q

what does t-test test

A

difference between 2 means

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2
Q

how many groups can a t-test be used for

A

1 - is group different than expected mean

2 (more common) - are t groups different

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3
Q

paired samples t-test

A

same group before and after

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4
Q

4 things given in t-test output

A

T value
df - number of values that can vary
sample estimates - means
probability - probabliity that difference is due to chance

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5
Q

what kind of data must you have for t-test

A

continuous and normal dist.

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6
Q

what is ANOVA used for

A

test difference between 2 or more groups

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7
Q

what kind of data must you have for ANOVA

A

continuous and normal dist.

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8
Q

what does ANOVA tell you

A

that there is a diff. between groups, but not which

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9
Q

what do you get on ANOVA output

A

F-test - anova value
SS - sum of the deviation calculated from each value of the outcome variable
Mean square - SS/df
residuals - leftover from explanatory variables
df - same as t-test
probability - compares F-test relative to df

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10
Q

when is CHI square used

A

analysis of contingency tables

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11
Q

what does chi square show

A

predicts expected value in each cell of contingency table and the determines if found values are differnet

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12
Q

data type of chi square

A

2 or more pops and 2 or more outcome variables

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13
Q

what types of variables in chi squre

A

outcome must be categorical with 2 or more groups - no assumption of normality

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14
Q

what are trying to show with linear regression

A

association of one continuous variable with another cont. variable

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15
Q

what kind of data needed in linear regression

A

at least one population and 2 variables

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16
Q

what kind of variables needed for linear regression

A

continuous and normal

17
Q

what is intercept and slope of linear regression lin

A

intercept - where is crosses Y axis

slope - rise/run

18
Q

what is regression formula

A

outcome = intercept + (regresison coefficient*explanatory variable) + error

19
Q

what is multiple regression

A

use multiple IVs to predict DV

20
Q

3 thing on linear regression output

A

estimate - refers to the regression coeffcient
pr - p-value for each coefficient
F-stat - test of overall difference

21
Q

when is logistic regression used

A

show how the change in one explanatory variable (cont. or cat.) affects the status of the outcome variable (always cat.)

22
Q

what is survival analysis

A

determine if your intervention or explanatory variable is associated with the outcome of interest from a defined start date

23
Q

what kind of data for survival

A

data from 2 populations (exposed vs. not exposed)

24
Q

what kind of variables for survival

A

usually need categorical explanatory variable. time is the outcome variable