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Statistics
Chapter 6
18
Mathematics
Undergraduate 2
04/07/2009

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Term
What is a Continuous Random Variable?
Definition
It has infinitely many values, and those values are often associated with measurements on a continous scale with no gaps or interruptions.
Term
What is Normal Distribution
Definition
bell-shaped and syymetric probability distribution described algebraically by formula 6-1 on page 246.
Term
what are the 3 properties of a Normal Distribution
Definition

1) it is bell-shaped

2) it has a mean equal to 0

3) it has a standard deviation equal to 1

Term
what is a Uniform Distribution?
Definition

prob. distribution in which every value of the random variable is equally likely;

the graph is a rectangle in shape;

it's values are spread evenly over the range of possibilites

Term
What is a Density Curve?
Definition
A graph of a continuous prob. distribution.
Term
What are the 2 properties of a Density Curve
Definition

1)the total area under the curve must equal 1

2) every point on the curve must have a vertical height that is 0 or greater.

Term
For review, what is a Parameter?
Definition
A numerical measurement describing some characteristic of a population.
Term
What is the Standard Normal Distribution
Definition

Normal distribution with a mean of 0 and a standard deviation equal to 1.

 

The total area under its density curve is equal to 1.

Term
What is the z score in regards to a graph for a standard normal distribution?
Definition
it is the distance along the horizontal scale of the standard normal distribution
Term
What is the Area in regards to a graph of a standard normal distribution?
Definition
The Region under the curve
Term
What do you do to find a negative z score that is pertaining to a number from the right?
Definition
By using the Tables in the Appendix, once you have found the correct probability that applies to your negative number, subtract it from 1...this is because the area must equal 1.
Term
How do you find the area corresponding to a specific region in between two z scores?
Definition

Once the values are found from the Appendix, find the difference between the two areas.

 

ex. Find the probability that a thermometer will read between -2.00 and 1.50.

From the Appendix, we know that -2.00 = 0.0228 and 1.50 = 0.9332, so find the difference...

0.9332 - 0.0228 = 0.9104.

Term
What is the procedure for finding a z score from an already known area?
Definition

1) Draw a bell shaped curve and identify the region under the curve that corresponds the given prob.

2) Work from the side that you have corresponding given information(left or right)

3)Using the cumulative area from the left, locate the closest prob. in the body of the Appendix and identify the proper z score.

Term
What do you do when a desired value is midway between 2 table values?
Definition
Choose the larger value
Term
What should you do if normal standard parameters are not used, such as μ=0 and σ=1?
Definition

Use the following formula to convert the undesired values into ones that match up with a normal standard distribution (and round z scores to 2 decimal places).

 

z = x - μ

    σ

Term
What are the procedures for finding areas with nonstandard normal distributions?
Definition

1) Sketch a normal curve,

2) label mean and specific values,

3) shade desired region,

4) use the conversion formula to convert nonstandard into standard values for the appropriate z score,

5) Refer to Appendix A for the area values

Term
How to solve for x with a nonstandard normal distribution
Definition
x = μ + (z × σ)
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