Top Banner
Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals
57

Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

Jan 02, 2016

Download

Documents

Tyrone Collins
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

Copyright © 2013 Pearson Education, Inc. All rights reserved

Chapter 7

Inferences Based on a Single Sample

Estimation with Confidence Intervals

Page 2: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

Copyright © 2013 Pearson Education, Inc. All rights reserved

7.1

Identifying and Estimating the Target Parameter

Page 3: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 3 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Definition

Page 4: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 4 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Procedure

Page 5: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 5 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Definition

Page 6: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 6 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Definition

Page 7: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

Copyright © 2013 Pearson Education, Inc. All rights reserved

7.2

Confidence Interval for a Population Mean: Normal (z) Statistics

Page 8: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 8 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.1 Sampling distribution of x

Page 9: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 9 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Table 7.1

Page 10: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 10 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.2 SAS printout with summary statistics and 95% confidence interval for data on 100 hospital stays

Page 11: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 11 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Definition

Page 12: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 12 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.3 Confidence intervals for : 10 samples

Page 13: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 13 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.4 Locating z/2 on the standard normal curve

Page 14: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 14 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Definition

Page 15: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 15 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.5 The z value (z.05) corresponding to an area equal to .05 in the upper tail of the z-distribution

Page 16: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 16 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Table 7.2

Page 17: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 17 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Procedure

Page 18: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 18 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Definition

Page 19: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 19 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.6 MINITAB printout with descriptive statistics and 90% confidence interval for Example 7.3

Page 20: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 20 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Procedure

Page 21: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

Copyright © 2013 Pearson Education, Inc. All rights reserved

7.3

Confidence Interval for a Population Mean: t-Statistic

Page 22: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 22 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.7 Standard normal (z) distribution and t-distributions

Page 23: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 23 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Table 7.3

Page 24: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 24 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.8 The t.025 value in a t-distribution with 4 df, and the corresponding z.025 value

Page 25: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 25 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Table 7.4

Page 26: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 26 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.9 SPSS confidence interval for mean blood pressure increase

Page 27: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 27 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Procedure

Page 28: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 28 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Definition

Page 29: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 29 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Table 7.5

Page 30: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 30 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.10 MINITAB printout with descriptive statistics and 99% confidence interval for Example 7.5

Page 31: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 31 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.11 MINITAB stem-and-leaf display of data in Table 7.5

Page 32: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 32 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Procedure

Page 33: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 33 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Table SIA7.1

Page 34: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 34 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure SIA7.1 MINITAB confidence interval for mean overpayment

Page 35: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

Copyright © 2013 Pearson Education, Inc. All rights reserved

7.4

Large-Sample Confidence Interval for a Population Proportion

Page 36: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 36 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.12 Sampling distribution of p̂

Page 37: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 37 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Procedure

Page 38: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 38 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Procedure

Page 39: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 39 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Definition

Page 40: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 40 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Table 7.6

Page 41: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 41 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.13 MINITAB printout with 90% confidence interval for p

Page 42: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 42 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Procedure

Page 43: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 43 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure SIA7.2 MINITAB confidence interval for coding error rate

Page 44: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

Copyright © 2013 Pearson Education, Inc. All rights reserved

7.5

Determining the Sample Size

Page 45: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 45 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.14 Relationship between sample size and width of confidence interval: hospital-stay example

Page 46: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 46 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.15 Specifying the sampling error SE as the half-width of a confidence interval

Page 47: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 47 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Procedure

Page 48: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 48 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.16 Specifying the sampling error SE of a confidence interval for a population proportion p

Page 49: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 49 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Procedure

Page 50: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 50 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.17 Specified reliability for estimate of fraction defective in Example 7.10

Page 51: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

Copyright © 2013 Pearson Education, Inc. All rights reserved

Confidence Interval for a Population Variance (Optional)

7.6

Page 52: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 52 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.18 Several x2 Probability Distributions

Page 53: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 53 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Procedure

Page 54: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 54 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Table 7.7

Page 55: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 55 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Definition

Page 56: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 56 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.19 MINITAB descriptive statistics for fish weights, example 7.11

Page 57: Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 7 Inferences Based on a Single Sample Estimation with Confidence Intervals.

7 - 57 Copyright © 2013 Pearson Education, Inc.. All rights reserved.

Figure 7.20 MINITAB histogram of fish weights, Example 7.11