Introduction To Biostatisics Flashcards
Statistics
Methods/ tools used to collect , organize , summarize , summarize and preset data in health and disease from research studies
Link between population and samples
We use study samples to make inferences about population that we are interested in
Biostatistics
Applications of statistical methods to problems in the biological and related sciences ie medicine and public health
Application of biostatistics
Epidemiology
Clinical studies
Health statistics
Lab studies
Human biology
Parameter vs statistic
Parameter - population characteristic
Statistic - used to describe sample
Variable
Quantity or measure that differs from person to person ie height, weight
Classification of variables
Categorical- nominal , ordinal
Numerical - discrete , continuous
Categorical nominal
No natural order of levels
Ex: gender , race , species , marital status
Categorical ordinal
Natural ordering of the levels
Ex: good/ better/best
Tumor benign / malignant
Quantitative variables
Numerical variables, takes arithmetic operations
Ex : discrete or continuous level
Examples of discrete and continuous
Discrete: takes on integer values ex : number of children
Continuous : takes on many values , may be decimal
Ex : blood pressure, temperature
Roles of variables
Predictor - used to predict value of another variable
Outcomes - variable that is predicted or explained by 1/more predictor variables
What is data
Measurement collected on a variable as a result of taking observation can be quantitative or categorical