Each of the following statements is incorrect. Please explain what is wrong with each statement.

1. If a researcher is attempting to measure the fat content in several containers of yogurt, we would consider the individuals in this study to be the researcher and her assistants.

2. A population is used to draw conclusions about a sample.

3. A characteristic of an individual is called a census.

4. A categorical variable takes on numerical values for which arithmetic operations make sense.