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BIOSTATISTICS
Lesson 1: Biostatistics
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Biostatistics
is the application of
statistical methods
to biological and health-related data.
Statistics
is the science of collecting, organizing, analyzing, and interpreting data.
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Data
is information from observations, counts, measurements, or responses.
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Types of data include
Qualitative
and
Quantitative
Where quantitative ,
Discrete (whole number)
Continuous (fraction/ ratio).
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Data sets can be Population (
parameter
) or Sample (
statistics
).
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There are two branches of statistics:
Descriptive
, which organizes, summarizes, and displays data, and
Inferential
, which involves using a sample.
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Levels of measurement include
Nominal
,
Ordinal
,
Interval
, and
Ratio.
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Nominal
is the lowest level of measurement, where categories, names, labels, qualities, and mathematical operations cannot be used.
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Ordinal
is either Qualitative or Quantitative.
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Interval
is the difference between two entries and does not have an inherent
zero.
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Ratio
is the highest level of measurement, where a zero entry is an
inherent zero
and the ratio of two data values can be formed so that one data can be meaningfully expressed as a
multiple
of another.
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Data can be moved from one level of
measurement
to another.
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Statistical analysis
is the process of collecting and analyzing large volumes of data in order to
interpret
results.
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There are two ways of conducting surveys:
Interviews
and
Questionnaires.
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Measures of central tendency include
mean
,
median
,
mode
, and
midpoint.
Methods of Data Collection
s -
imulation
e -
xperiment
s -
urvey
c -
ensus
o -
observation
s -
ampling