What is a Normal distribution?
Normal Distribution Articles
Normal Distribution Word Problems
Data can be spread out in a variety of ways. Normal distribution refers to a distribution shaped like a bell curve. the data tends to cluster around the center of the distribution, with fewer data points at the ends. It’s widely used because many naturally occurring phenomena tend to be shaped like this particular distribution, including heights, weights, and test scores (for example, the SAT).
A normal distribution has the following characteristics:
- The mean, mode and median are all equal.
- The curve is symmetric at the center.
- Exactly half of the values are to the left of center and exactly half the values are to the right.
Read the full normal distribution definition at: What is a Normal Distribution?
Normal Distribution Articles
You’ll find dozens of articles on this site for every aspect of the normal distribution. These are some of the most popular. You can find more normal distribution articles at the Normal Distributions page. Don’t see what you are looking for? Type a search term into the search boxes at the top or in the right-hand sidebar. Or hop over to our YouTube channel for videos.
- What is the 68-95-99.7 Rule?
- What is Normal Distribution Probability?
- How to Calculate a Z-Score in Statistics
- What is a Z-Table?
- Area Under a Normal Distribution Curve Index
Normal distribution Word Problems
When you tackle normal distribution in a statistics class, you’re trying to find the area under the curve. The total area is 100% (as a decimal, that’s 1). Normal distribution problems come in six basic types. How do you know that a word problem involves normal distribution? Look for the key phrase “assume the variable is normally distributed” or “assume the variable is approximately normal.” To solve a normal distribution word problem you need to figure out which type you have. You can do this in three easy steps:
Step 2: Find the items you identified in step 1 in the second column in the table (the column titled “GIVEN”).
Step 3: Check the third column for what the problem is asking you to do. Then follow the link in the first column for a step-by-step article.
|Post||Given||Asked to find…|
|Normal Distribution word problems less than (click here).||The size or probability of “less than” or “fewer than” or “under” a certain amount (i.e. “under $5,000″)|
|Statistics Normal distribution word problems Above (click here).||The size or probability of “more than” or “greater than” or “over” a certain amount (i.e. “under $5,000″)|
|Word problems with normal distribution: Between (click here).||The size or probability of “in between” (i.e. “in between $5,000 and $10,000″)|
|Normal distribution word problems with solutions: finding Middle percentage (click here).||Find the upper and lower limits for a certain given middle percentage|
|“Normal distribution word problems and answers: lower cut off (click here).||
||find the lower cut off point, given an upper percentage|
|Normal distribution word problems finding an upper cut off point (click here).||find the upper cut off point, given a lower percentage|