"Three things we did this spring," Wren says, chalking three columns. "And three different kinds of claim."
"We drew 10 cells from a cup and measured them," Comet says. "To describe the whole bench. A sample survey."
"We split a tray at random, misted half daily and half weekly, and compared. We assigned the misting. An experiment."
"And we noticed the seedlings by the glass looked taller," Comet says. "We did not move anyone. We just looked."
Nova lights the third column. "Would you like a hint? That one is an observational study, and it is the weakest for cause."
"Because the glass-side seedlings might differ in other ways too," Wren says. "Older, or a different seed packet."
"Random choosing for the survey, random assigning for the experiment, nothing assigned for the observation," Comet says. "What do you notice? Chance does the fair work."
| Kind | What the crew does | Where chance comes in | What it can claim |
|---|---|---|---|
| Sample survey | measures a part of a group | the sample is chosen at random | a description of the whole group, with a margin of error |
| Experiment | assigns treatments and compares | treatments are assigned at random | that the treatment made a difference |
| Observational study | watches groups that already differ | none; nothing is assigned | that two things are linked, not that one caused the other |
Statistics is a process: pick a sample by chance, measure it, and reason carefully back to the whole group.
The number for the whole group, like the bench's true mean height, is called a parameter. The sample's number is an estimate of it.
Random choosing keeps a survey fair: no seedling is favored. Random assigning keeps an experiment fair: the two trays start alike except for the treatment.
An observational study has no assignment, so a difference between its groups might come from anything that already differed.
| Statement | True or false? |
|---|---|
| A sample survey can describe a whole group from a random part of it. | ? |
| An observational study assigns treatments at random. | ? |
| In an experiment, random assignment makes the groups alike before the treatment. | ? |
| Noticing that glass-side seedlings are taller proves the glass made them taller. | ? |
Clear thinking. Tomorrow is Lab day: you flip coins to see what chance alone produces, and decide whether a tray is surprising.