DESCRIPTIVE BIOSTATISTICS Flashcards

CHECK ON LEARNING

1
Q

name this category of statistic?

organize, summarize and communicate data

  • measures of central tendency
  • measures of dispersion
A

descriptive statistics

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2
Q

name this category of statistic?

generalize findings from sample to a larger population

  • estimation of parameters
  • hypothesis testing
A

inferential statistics

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3
Q

what is this type of variable?

data can take on any value within a set range
i.e temperature, height, weight

A

continuous variable

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4
Q

what is this type of variable?

data can only be one of a limited set of values

  • usually whole numbers
  • count data
    i. e number of children, number of students in class
A

discrete variable

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5
Q

what is this type of variable?

named categories

  • no implied order among categories
  • qualitative
    i. e gender, blood types
A

nominal (categorial) variable

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6
Q

what is this type of variable?

nominal variables with only two categories
i.e yes/no, male/female

A

dichotomous variable

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7
Q

what is this type of variable?

set of categories arranged in a meaningful order

  • differences between categories cannot be considered equal
  • qualitative
    i. e stage of cancer, pain levels
A

ordinal (ranked) variable

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8
Q

what is this type of variable?

ordered data with equal distances between values

  • zero point isn’t meaningful
  • quantitative
    i. e IQ scores, temperature
A

interval variable

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9
Q

what is this type of variable?

data with equal intervals and a meaningful zero point

  • quantitative
    i. e height, weight
A

ratio variable

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10
Q

what is this type of variable?

variable being manipulated by the investigator

  • intervention of interest
  • not affected by the other variables being measured
  • also called the predictor variable
    i. e dose
A

independent variable

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11
Q

what is this type of variable?

variable being measured to determine the outcome

  • changes as a result of intervention
  • also called the outcome variable
    i. e blood pressure
A

dependent variable

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12
Q

what is this measure of central tendency?

arithmetic average of a data set

A

mean

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13
Q

what is this measure of central tendency?

middle value of a data set

A

median

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14
Q

what is this measure of central tendency?

value which occurs most frequently in a data set

A

mode

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15
Q

what is this measure of dispersion?

difference between the highest and lowest values in a data set

A

range

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16
Q

what is this measure of dispersion?

difference between the 1st quartile and 3rd quartile of a data set

A

interquartile range

17
Q

what is this measure of dispersion?

average of the squared difference of the means

A

variance

18
Q

what is this measure of dispersion?

square root of the variance

A

standard deviation

19
Q

what is this common distribution?

Symmetric
Bell-shaped with single peak
Continuous variables
Mean = median = mode
Empirical Rule:
-68% of all observations fall within 1 standard deviation of the mean
-95% of all observations fall within 2 standard deviations of the mean
-99.7% of all observations fall within 3 standard deviations of the mean

A

normal distribution

20
Q

what is this common distribution?

Discrete random variables
Fixed number of independent yet identical trials
-Every trial ends in success or failure
-Variable of interest is number of trials that ended in a success
Approaches a normal distributions with large sample size

A

binomial distribution

21
Q

what is this common distribution?

asymmetric bell-shaped curve
positive/negative skewed distribution

A

skewed distribution

22
Q

Skewed to the right

Mean > median

A

positive skewed distribution

23
Q

Skewed to the left

Mean < median

A

negative skewed distribution