Statistical thinking from scratch : a primer for scientists
- Oxford : Oxford University Press, 2019
- xii, 305 p. ; ill., 25 cm
Includes bibliographical references and indexes.
This resource focuses on detailed instruction in a single statistical technique, simple linear regression (SLR), with the goal of gaining tools, understanding, and intuition that can be applied to other contexts.
9780198827634
Regression analysis Statistical methods Baye's factor Bootstrap distribution Confidence interval Cummlative distribution function Derivative Decision theory Empirical distribution ,function Estimation , inference Frequentist Hypothesis testing Indefinite integral Likelihood function Likelihood-radio test Normal distribution Null hypothesis Posterior distribution Probability density-function Probability mass function Rejection sampling Sample mean Wald test