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Beschreibung
This book offers a brief course in statistical inference that requires only a basic familiarity with probability and matrix and linear algebra. Ninety problems with solutions make it an ideal choice for self-study. 2011 edition.
This book offers a brief course in statistical inference that requires only a basic familiarity with probability and matrix and linear algebra. Ninety problems with solutions make it an ideal choice for self-study. 2011 edition.
Inhaltsverzeichnis
1. Transformation of Random Variables
2. Jacobians
3. Moment-generating Functions
4. Sampling from a Normal Population
5. The T and F Distributions
6. Order Statistics
7. The Weak Law of Large Numbers
8. The Central Limit Theorem
9. Estimation
10. Confidence Intervals
11. More Cofidence Intervals
12. Hypothesis Testing
13. Chi Square Tests
14. Sufficient Statistics
15. Rao-Blackwell Theorem
16. Lehmann-Scheffe Theorem
17. Complete Sufficient Statistics for the Exponential Class
18. Bayes Estimates
19. Linear Algebra Review
20. Correlation
21. The Multivariate Normal Distribution
22. The Bivatate Normal Distribution
23. Cramer-Rao Inequality
24. Nonparametric Statistics
25. The Wilcoxon Test
Solutions to Problems
Index
2. Jacobians
3. Moment-generating Functions
4. Sampling from a Normal Population
5. The T and F Distributions
6. Order Statistics
7. The Weak Law of Large Numbers
8. The Central Limit Theorem
9. Estimation
10. Confidence Intervals
11. More Cofidence Intervals
12. Hypothesis Testing
13. Chi Square Tests
14. Sufficient Statistics
15. Rao-Blackwell Theorem
16. Lehmann-Scheffe Theorem
17. Complete Sufficient Statistics for the Exponential Class
18. Bayes Estimates
19. Linear Algebra Review
20. Correlation
21. The Multivariate Normal Distribution
22. The Bivatate Normal Distribution
23. Cramer-Rao Inequality
24. Nonparametric Statistics
25. The Wilcoxon Test
Solutions to Problems
Index
Details
Erscheinungsjahr: | 2011 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Seiten: | 128 |
ISBN-13: | 9780486481586 |
ISBN-10: | 0486481581 |
UPC: | 800759481583 |
EAN: | 0800759481583 |
Sprache: | Englisch |
Einband: | Kartoniert / Broschiert |
Autor: | Ash, Robert B |
Hersteller: | Dover Publications |
Maße: | 243 x 167 x 10 mm |
Von/Mit: | Robert B Ash |
Erscheinungsdatum: | 19.05.2011 |
Gewicht: | 0,189 kg |
Inhaltsverzeichnis
1. Transformation of Random Variables
2. Jacobians
3. Moment-generating Functions
4. Sampling from a Normal Population
5. The T and F Distributions
6. Order Statistics
7. The Weak Law of Large Numbers
8. The Central Limit Theorem
9. Estimation
10. Confidence Intervals
11. More Cofidence Intervals
12. Hypothesis Testing
13. Chi Square Tests
14. Sufficient Statistics
15. Rao-Blackwell Theorem
16. Lehmann-Scheffe Theorem
17. Complete Sufficient Statistics for the Exponential Class
18. Bayes Estimates
19. Linear Algebra Review
20. Correlation
21. The Multivariate Normal Distribution
22. The Bivatate Normal Distribution
23. Cramer-Rao Inequality
24. Nonparametric Statistics
25. The Wilcoxon Test
Solutions to Problems
Index
2. Jacobians
3. Moment-generating Functions
4. Sampling from a Normal Population
5. The T and F Distributions
6. Order Statistics
7. The Weak Law of Large Numbers
8. The Central Limit Theorem
9. Estimation
10. Confidence Intervals
11. More Cofidence Intervals
12. Hypothesis Testing
13. Chi Square Tests
14. Sufficient Statistics
15. Rao-Blackwell Theorem
16. Lehmann-Scheffe Theorem
17. Complete Sufficient Statistics for the Exponential Class
18. Bayes Estimates
19. Linear Algebra Review
20. Correlation
21. The Multivariate Normal Distribution
22. The Bivatate Normal Distribution
23. Cramer-Rao Inequality
24. Nonparametric Statistics
25. The Wilcoxon Test
Solutions to Problems
Index
Details
Erscheinungsjahr: | 2011 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Seiten: | 128 |
ISBN-13: | 9780486481586 |
ISBN-10: | 0486481581 |
UPC: | 800759481583 |
EAN: | 0800759481583 |
Sprache: | Englisch |
Einband: | Kartoniert / Broschiert |
Autor: | Ash, Robert B |
Hersteller: | Dover Publications |
Maße: | 243 x 167 x 10 mm |
Von/Mit: | Robert B Ash |
Erscheinungsdatum: | 19.05.2011 |
Gewicht: | 0,189 kg |
Warnhinweis