Module 1 Flashcards
The six steps to create a histogram
- Identify range in data
- Divide range into a set of equally spaced intervals
- Number the intervals
- Determine which interval each data point belongs in
- Add up total number of data points in each interval
- Plot the counts vs interval
Probability Density Function (PDF)
Graph of probability densities which gives an idea about probability of occurrence in each bin
Cumulative Distribution Function (CDF)
Gives cumulative sum of probability for all occurrences less than some value
Mean
Average of data
Median
Middle value which splits data into 2
Mode
Most common value
Bimodal
When a PDF has two modes
Standard deviation
Measure of variations in the data about the mean
A normal distribution shows…
The mean and standard deviation
In a normal distribution, the mean, median and mode are…
All equal
Probability describes the likelihood of an event occurring between the numbers…
0 and 1
Many phenomena in the natural world shows…
Random behavior
Natural Random Processes are also known as…
Brownian motion
Probability density
Probability per unit distance along the x-axis of a histogram
The total probability of a PDF must be…
1
How to convert a histogram to a PDF
Divide the frequency of points by (the total number of points times the bin width)
The difference between a PDF and a histogram
The y-axis
PDF measures probability density while histogram measures frequency
The 3 ways the atmosphere and ocean are heated
Electromagnetic radiation, convection, and conduction