The Statistical Estimation Flashcards
What is a Point Estimate?
Single value estimated for a variable of interest
What does a Point Estimate provide?
Useful information about population parameters but no information about precision of estimate
What are examples of Point Estimate?
Mean and Proportion
What is an Interval Estimate?
A range of values constructed around a point estimate with a certain level of acceptable error
What does a Interval Estimate provide?
Understand the precision of an estimate
What does a Wider interval estimate mean?
Less precision
What does a Narrower estimate mean?
More precision
What is an example of Interval Estimate?
Confidence Interval
What is a Confidence Interval?
Contain the population parameter respective of a specified percentage of the time
What does a Confidence Interval provide?
A level of certainty about the point estimate being able to represent the true value of a population parameter
What does a Confidence Interval represent?
The reliability of a point estimate to represent the true value of a population parameter
What is the equation for Confidence Interval CI?
Point Estimate +/- (Critical Value)(SE)
What is the Z Critical Value for a = 0.05?
1.96
What is the Z Critical Value for a = 0.01
2.58
Does changing the point estimate change the width of the interval?
NO