Biostatistics BI 345 Blog
Wednesday, January 8, 2014
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Introduction - Definitions
Definitions of Statistics - 3 levels
Discipline of statistics - area of study within Mathematics
Numerical summary of data (e.g., mean, standard deviation)
Results of a statistical test (e.g., observed t or F value result from a statistical test)
History of Statistics
History of Statistics
Major events
Ancient Greece - ideas but nothing else
17th Century - affairs of state (statistics gets its name)
18th and 19th Century -development of normal curve and distribution
Early 20th Century - Pearson (father of modern statistics), Gossett and Fisher
Later 20th Century - most of the modern tests are developed by biologists, psychologists and economists
Invention of the computer provides computational power and further development of new techniques
Properties of Data and Variable in Statistics
Properties of Data and Variable in Statistics
All scientific data in Science - measurements in the metric system
Volume (ml)
Distance (m)
Weight (g)
Temperature ('C)
Types of Data and Variables
Ratio
Interval
Ordinal
Nominal
Continuous
Discrete
Measurement Concepts
Accuracy
Precision
Significant digits
Rounding rules
Hypothesis testing
Hypothesis Testing
Scientific Hypotheses and the Scientific Method
Science - search for natural explanations of natural phenonmena
Methodology - Scientific Method (hypothetico-deductive method)
Steps of the scientific method
Search for information
Ask Questions
Develop testable hypotheses
Test hypothesis - design experiment
Collect data
Analyze data
Interpret results
Answer question from above
Present the results - oral, written
Statistical Hypotheses and Statistical tests
2 hypotheses for each statistical test
Null hypothesis - statement of no differences
Alternate hypothesis - statement of an existing difference
Two-tailed and one-tailed variations
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