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Viser: Introductory Statistics

Introductory Statistics, 4. udgave
Søgbar e-bog

Introductory Statistics Vital Source e-bog

Sheldon M. Ross
(2017)
Elsevier Science
895,00 kr.
Leveres umiddelbart efter køb
Introductory Statistics, 4. udgave

Introductory Statistics

Sheldon M. Ross
(2017)
Sprog: Engelsk
Elsevier Science & Technology
1.325,00 kr.
Print on demand. Leveringstid vil være ca 2-3 uger.

Detaljer om varen

  • 4. Udgave
  • Vital Source searchable e-book (Reflowable pages)
  • Udgiver: Elsevier Science (Januar 2017)
  • ISBN: 9780128043615

Introductory Statistics, Fourth Edition, reviews statistical concepts and techniques in a manner that will teach students not only how and when to utilize the statistical procedures developed, but also how to understand why these procedures should be used. The text's main merits are the clarity of presentation, contemporary examples and applications from diverse areas, an explanation of intuition, and the ideas behind the statistical methods.

Concepts are motivated, illustrated, and explained in a way that attempts to increase one's intuition. To quote from the preface, it is only when a student develops a feel or intuition for statistics that she or he is really on the path toward making sense of data. Ross achieves this goal through a coherent mix of mathematical analysis, intuitive discussions, and examples.

Applications and examples refer to real-world issues, such as gun control, stock price models, health issues, driving age limits, school admission ages, use of helmets, sports, scientific fraud, and many others. Examples relating to data mining techniques using the number of Google queries or Twitter tweets are also considered.

For this fourth edition, new topical coverage includes sections on Pareto distribution and the 80-20 rule, Benford's law, added material on odds and joint distributions and correlation, logistic regression, A-B testing, and more modern (big data) examples and exercises.

  • Includes new section on Pareto distribution and the 80-20 rule, Benford’s law, odds, joint distribution and correlation, logistic regression, A-B testing, and examples from the world of analytics and big data
  • Comprehensive edition that includes the most commonly used statistical software packages (SAS, SPSS, Minitab)
  • Presents a unique, historical perspective, profiling prominent statisticians and historical events to motivate learning by including interest and context
  • Provides exercises and examples that help guide the student towards indpendent learning using real issues and real data, e.g. stock price models, health issues, gender issues, sports, and scientific fraud
Licens varighed:
Bookshelf online: 5 år fra købsdato.
Bookshelf appen: ubegrænset dage fra købsdato.

Udgiveren oplyser at følgende begrænsninger er gældende for dette produkt:
Print: -1 sider kan printes ad gangen
Copy: højest -1 sider i alt kan kopieres (copy/paste)

Detaljer om varen

  • 4. Udgave
  • Hardback: 828 sider
  • Udgiver: Elsevier Science & Technology (Februar 2017)
  • ISBN: 9780128043172

Introductory Statistics, Fourth Edition, reviews statistical concepts and techniques in a manner that will teach students not only how and when to utilize the statistical procedures developed, but also how to understand why these procedures should be used. The text's main merits are the clarity of presentation, contemporary examples and applications from diverse areas, an explanation of intuition, and the ideas behind the statistical methods.

Concepts are motivated, illustrated, and explained in a way that attempts to increase one's intuition. To quote from the preface, it is only when a student develops a feel or intuition for statistics that she or he is really on the path toward making sense of data. Ross achieves this goal through a coherent mix of mathematical analysis, intuitive discussions, and examples.

Applications and examples refer to real-world issues, such as gun control, stock price models, health issues, driving age limits, school admission ages, use of helmets, sports, scientific fraud, and many others. Examples relating to data mining techniques using the number of Google queries or Twitter tweets are also considered.

For this fourth edition, new topical coverage includes sections on Pareto distribution and the 80-20 rule, Benford's law, added material on odds and joint distributions and correlation, logistic regression, A-B testing, and more modern (big data) examples and exercises.

1. Preface
2. Introduction to Statistics
3. Describing Data Sets Using Statistics to Summarize
4. Data Sets Probability
5. Discrete Random Variables
6. Normal Random Variables
7. Distributions of Sampling
8. Statistics Estimation Testing
9. Statistical Hypotheses
10. Hypothesis Tests Concerning Two Populations
11. Analysis of Variance Linear Regression
12. Chi-Squared Goodness of Fit Tests
13. Nonparametric Hypotheses
14. Tests
15. Quality Control
16. Appendices
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