Intuitive biostatistics: a nonmathematical guide to statistical thinking
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York ; Oxford
Oxford University Press
[2014]
|
| Edition: | Third edition |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis Klappentext |
| Physical Description: | xxxv, 540 Seiten Illustrationen |
| ISBN: | 9780199946648 |
Staff View
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| adam_text | BRIEF CONTENTS
PART A
PART B
PART C
PART D
PREFACE XXVii
Introducing Statistics
1. Statistics and Probability are not Intuitive 3
2. The Complexities of Probability 12
3. From Sample to Population 22
Introducing Confidence Intervals
4. Confidence Interval of a Proportion 29
5. Confidence Interval of Survival Data 43
6. Confidence Interval of Counted Data
(Poisson Distribution) 52
Continuous Variables
7. Graphing Continuous Data 61
8. Types of Variables 72
9. Quantifying Scatter 77
10. The Gaussian Distribution 85
11. The Lognormal Distribution and Geometric Mean 90
12. Confidence Interval of a Mean 95
13. The Theory of Confidence Intervals 104
14. Error Bars 112
P Values and Statistical Significance
15. Introducing P Values 123
16. Statistical Significance and Hypothesis Testing 137
17. The Relationship Between Confidence Intervals
and Statistical Significance 149
ix
x BRIEF CONTENTS
PART E
PART F
PART G
PART H
18. Interpreting a Result That is Statistically Significant 153
19. Interpreting a Result That is Not Statistically
Significant 163
20. Statistical Power 169
21. Testing For Equivalence or Noninferiority 174
Challenges in Statistics
22. Multiple Comparisons Concepts 183
23. The Ubiquity of Multiple Comparisons 194
24. Normality Tests 203
25. Outliers 209
26. Choosing a Sample Size 216
Statistical Tests
27. Comparing Proportions 233
28. Case-Control Studies 242
29. Comparing Survival Curves 251
30. Comparing Two Means: Unpaired t Test 261
31. Comparing Two Paired Groups 272
32. Correlation 284
Fitting Models to Data
33. Simple Linear Regression 297
34. Introducing Models 314
35. Comparing Models 320
36. Nonlinear Regression 329
37. Multiple Regression 341
38. Logistic and Proportional Hazards Regression 357
The Rest of Statistics
39. Analysis of Variance 369
40. Multiple Comparisons Tests After ANOVA 377
41. Nonparametric Methods 390
42. Sensitivity, Specificity, and Receiver-Operating
Characteristic Curves 401
43. Meta-Analysis 411
Brief Contents xi
part i Putting It All Together
44. The Key Concepts of Statistics 419
45. Statistical Traps to Avoid 424
46. Capstone Example 441
47. Review Problems 456
48. Answers to Review Problems 468
PART J APPENDICES 499
REFERENCES 517
INDEX 529
Intuitive Biostatistics:
• Focuses on how to interpret statistical results rather than on how to analyze data
• Includes very few equations
• Reviews the assumptions behind statistical tests
• Helps readers avoid common mistakes in data analysis
- • Extensively discusses the challenges of multiple comparisons
• Is written for both scientists and students
New to the thoroughly revised and updated third edition:
• A new chapter on the complexities of probability
• A new chapter on meta-analysis
• A completely rewritten chapter on statistical traps to avoid
• More sections on common mistakes in data analysis
• More Q A sections
• New topics and examples
• New learning tools (each chapter ends with a summary and a list of statistical terms)
ABOUT THE AUTHOR
Harvey Motulsky is the founder and CEO of GraphPad Software, Inc. He wrote the
first edition of Intuitive Biostatistics while on the faculty of the Department of Pharmacology
at the University of California, San Diego.
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| discipline | Biologie Medizin |
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| isbn | 9780199946648 |
| language | English |
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| spelling | Motulsky, Harvey Verfasser (DE-588)1058416340 aut Intuitive biostatistics a nonmathematical guide to statistical thinking Harvey Motulsky, M.D., GraphPad Software, Inc. Third edition New York ; Oxford Oxford University Press [2014] xxxv, 540 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier statistics cabt interpretation cabt data analysis cabt Biologie gtt Biométrie ram Geneeskunde gtt Médecine - Recherche - Méthodes statistiques cabt Statistieken gtt Medizin Biometry Medicine Research Statistical methods Biostatistik (DE-588)4729990-3 gnd rswk-swf Biostatistik (DE-588)4729990-3 s DE-604 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027013742&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027013742&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Motulsky, Harvey Intuitive biostatistics a nonmathematical guide to statistical thinking statistics cabt interpretation cabt data analysis cabt Biologie gtt Biométrie ram Geneeskunde gtt Médecine - Recherche - Méthodes statistiques cabt Statistieken gtt Medizin Biometry Medicine Research Statistical methods Biostatistik (DE-588)4729990-3 gnd |
| subject_GND | (DE-588)4729990-3 |
| title | Intuitive biostatistics a nonmathematical guide to statistical thinking |
| title_auth | Intuitive biostatistics a nonmathematical guide to statistical thinking |
| title_exact_search | Intuitive biostatistics a nonmathematical guide to statistical thinking |
| title_full | Intuitive biostatistics a nonmathematical guide to statistical thinking Harvey Motulsky, M.D., GraphPad Software, Inc. |
| title_fullStr | Intuitive biostatistics a nonmathematical guide to statistical thinking Harvey Motulsky, M.D., GraphPad Software, Inc. |
| title_full_unstemmed | Intuitive biostatistics a nonmathematical guide to statistical thinking Harvey Motulsky, M.D., GraphPad Software, Inc. |
| title_short | Intuitive biostatistics |
| title_sort | intuitive biostatistics a nonmathematical guide to statistical thinking |
| title_sub | a nonmathematical guide to statistical thinking |
| topic | statistics cabt interpretation cabt data analysis cabt Biologie gtt Biométrie ram Geneeskunde gtt Médecine - Recherche - Méthodes statistiques cabt Statistieken gtt Medizin Biometry Medicine Research Statistical methods Biostatistik (DE-588)4729990-3 gnd |
| topic_facet | statistics interpretation data analysis Biologie Biométrie Geneeskunde Médecine - Recherche - Méthodes statistiques Statistieken Medizin Biometry Medicine Research Statistical methods Biostatistik |
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