Statistical theory

The theory of statistics includes a number of topics: Statistical models of the sources of data and typical problem formulation: #Sampling from a finite population #Measuring observational error and refining procedures #Studying statistical relations Planning statistical research to measure and control observational error: #Design of experiments to determine treatment effects #Survey sampling to describe natural populations Summarizing statistical data in conventional forms (also known as descriptive statistics) #Choosing summary statistics to describe a sample #Fitting probability distributions to sample data Interpreting statistical data is the final objective of all research: #Common assumptions that we make #Likelihood principle #Estimating parameters #Testing statistical hypotheses #Revising opinions in statistics

See also

probability, statistics, list of statistical topics category: statistics

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