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1.1 The Process of Science
1.1 The Process of Science

... Overview: What Statistical Tests Can Tell Us  Statistics in science is used to evaluate and compare data.  We can extend the results from small samples to an entire population using statistical tests.  Statistically significant: results of difference between groups is due to random chance and not ...
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... Models: In order to use statistical inference or form confidence intervals, we need to have a model for our random variable. In the present context, this means we assume that the random variable has a certain (type of) distribution. Just what model (distribution)we choose depends on what we know abo ...
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< 1 ... 212 213 214 215 216 217 218 219 220 ... 861 >

History of statistics

The History of statistics can be said to start around 1749 although, over time, there have been changes to the interpretation of the word statistics. In early times, the meaning was restricted to information about states. This was later extended to include all collections of information of all types, and later still it was extended to include the analysis and interpretation of such data. In modern terms, ""statistics"" means both sets of collected information, as in national accounts and temperature records, and analytical work which requires statistical inference.Statistical activities are often associated with models expressed using probabilities, and require probability theory for them to be put on a firm theoretical basis: see History of probability.A number of statistical concepts have had an important impact on a wide range of sciences. These include the design of experiments and approaches to statistical inference such as Bayesian inference, each of which can be considered to have their own sequence in the development of the ideas underlying modern statistics.
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