Please enable JavaScript.
Coggle requires JavaScript to display documents.
Maths, Stats - Coggle Diagram
-
Stats
Binomial distribution
When to use:
- two possible outcomes
- fixed number of trials
-
Assumptions:
- Constant & fixed probability of success
- Trials are independent of each other (e.g. winning once does not mean you'll win the next trial)
Notation
X belongs to a binomial distribution
with number of trials n, and probability of success p
-
X is what you are testing: e.g. winning a game, the height of a flower stem
-
Example Q:
A die is rolled 20 times and we "win" if a 6 is thrown.
Calculate the probability that we "win" a total number of 8 times out of these 20 throws.
-
X~B(20,1/6)
-
-
Calculator : Distribution (Option 7), Binomial PD (Option 4), Variable (Option 2)
-
Steps
State distribution and values of n, p and x
If relevant, state any assumptions to go with this
-
-
Normal Distribution
Graph
Bell Curve:
x-axis = values, y-axis = probability of finding this value
-
-
The mean (μ) is the singular highest point in the curve, which is symmetrical about the mean
This means the mean is the most likely option, and values further away from the mean are increasingly less likely
wider curve = shorter, narrower curve = taller
-
-
-
-
Standard Deviation (σ)
-
Approximately:
- 99.7% of data falls within +/- 3 standard deviations of the mean
- 95% of data falls within +/- 2 standard deviations of the mean
- 2/3 of data falls within +/- 1 standard deviation of the mean
-
Notation
X belongs to a normal distribution with mean μ, and variance σ²
-
-
-