Foundations of statistics is the usual name for the epistemological debate in statistics over how one should conduct inductive inference from data. Among the issues considered in statistical inference are the question of Bayesian inference versus frequentist inference, the distinction between Fisher's "significance testing" and Neyman-Pearson "hypothesis testing", and whether the likelihood principle should be followed. Some of these issues have been debated for up to 200 years without resolution .
Read more about Foundations Of Statistics: Other Reading
Famous quotes containing the words foundations of, foundations and/or statistics:
“Hitherto shalt thou come, but no further: and here shall thy proud waves be stayed.”
—Bible: Hebrew Job 38:11.
God speaking to Job of his laying of his “foundations of the earth.”
“As men’s habits of mind differ, so that some more readily embrace one form of faith, some another, for what moves one to pray may move another to scoff, I conclude ... that everyone should be free to choose for himself the foundations of his creed, and that faith should be judged only by its fruits.”
—Baruch (Benedict)
“We already have the statistics for the future: the growth percentages of pollution, overpopulation, desertification. The future is already in place.”
—Günther Grass (b. 1927)