简介
Finally a statistics text that not only does a great job covering statistical tools but also focuses on software and the use of the internet for statistical work! Unlike most current texts which merely add screen shots, the Kohler text has been designed around the integration of popular statistical software and the use of the internet so that readers receive thorough preparation with these tools. The book also provides a great deal of flexibility for designing your course sequence through its applications approach where students will learn when to use certain techniques and how to interpret results to help in decision making, its modern approach giving a thorough integration of computer use, and a modular writing style.
目录
Part I Introduction
1 The Nature of Statistics
2 Learning About Excel
Part II Collecting Data
3 Finding Existing Data: From Print to the Internet
4 Generating New Data: Census Taking and Sampling
5 Generating New Data: Controlled Experiments
Part III Descriptive Statistics
6 Presenting Data: Tables and Graphs
7 Presenting Data: Summary Measures
Part IV Probability Concepts: The Foundations of Inference
8 The Theory of Probability
9 Discrete Probability Distributions
10 Continuous Probability Distributions
Part V Basic Inference
11 Sampling Distributions
12 Estimation
13 Hypothesis Testing: The Classical Technique
14 Hypothesis Testing: The Chi-Square Technique
Part VI Advanced Inference
15 Analysis of Variance
16 Simple Regression and Correlation
17 Multiple Regression and Correlation
Part VII Supplementary Topics for Economics
18 Model Building With Multiple Regression
19 Time Series and Forecasting
20 Index Numbers
Part VIII Supplementary Topics for Business
21 Hypothesis Testing: Nonparametric Techniques
22 Quality Control
23 Decision Theory
1 The Nature of Statistics
2 Learning About Excel
Part II Collecting Data
3 Finding Existing Data: From Print to the Internet
4 Generating New Data: Census Taking and Sampling
5 Generating New Data: Controlled Experiments
Part III Descriptive Statistics
6 Presenting Data: Tables and Graphs
7 Presenting Data: Summary Measures
Part IV Probability Concepts: The Foundations of Inference
8 The Theory of Probability
9 Discrete Probability Distributions
10 Continuous Probability Distributions
Part V Basic Inference
11 Sampling Distributions
12 Estimation
13 Hypothesis Testing: The Classical Technique
14 Hypothesis Testing: The Chi-Square Technique
Part VI Advanced Inference
15 Analysis of Variance
16 Simple Regression and Correlation
17 Multiple Regression and Correlation
Part VII Supplementary Topics for Economics
18 Model Building With Multiple Regression
19 Time Series and Forecasting
20 Index Numbers
Part VIII Supplementary Topics for Business
21 Hypothesis Testing: Nonparametric Techniques
22 Quality Control
23 Decision Theory
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