Chapter 4 Statistical inference

Learning objectives:

• Review the basics of probability modeling, estimation, bias and variance

• Discuss the interpretation of statistical inferences and statistical errors in applied work

• Understand why it is mistake to use hypothesis tests or statistical significance to attribute certainty from noisy data