Overview - Sam Houston State University
Overview
7.1 Introduction to Sampling Distributions 7.2 Central Limit Theorem for Means 7.3 Central Limit Theorem for Proportions
7.1 Introduction to Sampling Distributions
Objectives: By the end of this section, I will be able to...
1) Compute point estimates and sampling error. 2) Explain the sampling distribution of the sample
mean x
3) Describe the sampling distribution of the
sample mean x when the population is normal.
4) Use normal probability plots to assess normality.
5) Find probabilities and percentiles for the sample mean when the population is normal.
Point Estimates
Use known statistics to estimate unknown parameters and report a single number as the estimate
The value of the statistic is called the point estimate
Table 7.1 Point estimation: Use statistics to estimate unknown population parameters
Sampling error
The distance between the point estimate and its target parameter
Table 7.3 Sampling error for common characteristics
Example
Page 349
Do problems 10 and 12
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