# Hypothesis testing is vital to test patient outcomes.

It will help me gain confidence with conducting data analysis using R. I have tried a few R MOOCs in the past which helped me start out using R but I had not found a comprehensive intro to R that I could use more broadly - this course really succeeds with accomplishing that.

## Andreas Cellarius hypothesis, showing the planetary motions.

### Next section: to Inferential statistics (testing hypotheses)

Next, you’ll need to state the null hypothesis (See: ). That’s what will happen if the researcher is wrong. In the above example, if the researcher is wrong then the recovery time is less than or equal to 8.2 weeks. In math, that’s:
H0 μ ≤ 8.2

### A good hypothesis statement should:

Ten or so years ago, we believed that there were 9 planets in the solar system. Pluto was demoted as a planet in 2006. The null hypothesis of “Pluto is a planet” was replaced by “Pluto is not a planet.” Of course, rejecting the null hypothesis isn’t always that easy — the hard part is usually figuring out what your null hypothesis is in the first place.

## Hypothesis testing - Handbook of Biological Statistics

Here are three experiments to illustrate when the different approaches to statistics are appropriate. In the first experiment, you are testing a plant extract on rabbits to see if it will lower their blood pressure. You already know that the plant extract is a diuretic (makes the rabbits pee more) and you already know that diuretics tend to lower blood pressure, so you think there's a good chance it will work. If it does work, you'll do more low-cost animal tests on it before you do expensive, potentially risky human trials. Your prior expectation is that the null hypothesis (that the plant extract has no effect) has a good chance of being false, and the cost of a false positive is fairly low. So you should do frequentist hypothesis testing, with a significance level of 0.05.

## Hypothesis testing and p-values (video) | Khan Academy

This is quite simple and is just achieved in a sentence. For this question, we could say something along the lines:
The variable of interest is the score obtained on the standardised test taken in the room with floral scent.