Statistical Methods for QTL Mapping

Statistical Methods for QTL Mapping

by Zehua Chen
Released April 2016
Publisher(s): Chapman and Hall/CRC
ISBN: 9781439868317

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Book description

While numerous advanced statistical approaches have recently been developed for quantitative trait loci (QTL) mapping, the methods are scattered throughout the literature. This book brings together many recent statistical techniques that address the data complexity of QTL mapping. It emphasizes the modern statistical methodology for QTL mapping as well as the statistical issues that arise during this process. The book gives the necessary biological background for statisticians without training in genetics and, likewise, covers statistical thinking and principles for geneticists.

Table of contents

  1. Cover
  2. Series
  3. Contents (1/2)
  4. Contents (2/2)
  5. List of Figures
  6. List of Tables
  7. Preface
  8. Chapter 1: Biological Background (1/6)
  9. Chapter 1: Biological Background (2/6)
  10. Chapter 1: Biological Background (3/6)
  11. Chapter 1: Biological Background (4/6)
  12. Chapter 1: Biological Background (5/6)
  13. Chapter 1: Biological Background (6/6)
  14. Chapter 2: Selected Topics in Statistics (1/10)
  15. Chapter 2: Selected Topics in Statistics (2/10)
  16. Chapter 2: Selected Topics in Statistics (3/10)
  17. Chapter 2: Selected Topics in Statistics (4/10)
  18. Chapter 2: Selected Topics in Statistics (5/10)
  19. Chapter 2: Selected Topics in Statistics (6/10)
  20. Chapter 2: Selected Topics in Statistics (7/10)
  21. Chapter 2: Selected Topics in Statistics (8/10)
  22. Chapter 2: Selected Topics in Statistics (9/10)
  23. Chapter 2: Selected Topics in Statistics (10/10)
  24. Chapter 3: Quantitative Genetics and General Issues on QTL Mapping (1/5)
  25. Chapter 3: Quantitative Genetics and General Issues on QTL Mapping (2/5)
  26. Chapter 3: Quantitative Genetics and General Issues on QTL Mapping (3/5)
  27. Chapter 3: Quantitative Genetics and General Issues on QTL Mapping (4/5)
  28. Chapter 3: Quantitative Genetics and General Issues on QTL Mapping (5/5)
  29. Chapter 4: One-dimensional Mapping Approaches (1/6)
  30. Chapter 4: One-dimensional Mapping Approaches (2/6)
  31. Chapter 4: One-dimensional Mapping Approaches (3/6)
  32. Chapter 4: One-dimensional Mapping Approaches (4/6)
  33. Chapter 4: One-dimensional Mapping Approaches (5/6)
  34. Chapter 4: One-dimensional Mapping Approaches (6/6)
  35. Chapter 5: Multiple Interval Mapping (1/8)
  36. Chapter 5: Multiple Interval Mapping (2/8)
  37. Chapter 5: Multiple Interval Mapping (3/8)
  38. Chapter 5: Multiple Interval Mapping (4/8)
  39. Chapter 5: Multiple Interval Mapping (5/8)
  40. Chapter 5: Multiple Interval Mapping (6/8)
  41. Chapter 5: Multiple Interval Mapping (7/8)
  42. Chapter 5: Multiple Interval Mapping (8/8)
  43. Chapter 6: QTL Mapping with Dense Markers (1/4)
  44. Chapter 6: QTL Mapping with Dense Markers (2/4)
  45. Chapter 6: QTL Mapping with Dense Markers (3/4)
  46. Chapter 6: QTL Mapping with Dense Markers (4/4)
  47. Chapter 7: Bayesian Approach to QTL Mapping (1/7)
  48. Chapter 7: Bayesian Approach to QTL Mapping (2/7)
  49. Chapter 7: Bayesian Approach to QTL Mapping (3/7)
  50. Chapter 7: Bayesian Approach to QTL Mapping (4/7)
  51. Chapter 7: Bayesian Approach to QTL Mapping (5/7)
  52. Chapter 7: Bayesian Approach to QTL Mapping (6/7)
  53. Chapter 7: Bayesian Approach to QTL Mapping (7/7)
  54. Chapter 8: Multi-trait QTL Mapping and eQTL Mapping (1/10)
  55. Chapter 8: Multi-trait QTL Mapping and eQTL Mapping (2/10)
  56. Chapter 8: Multi-trait QTL Mapping and eQTL Mapping (3/10)
  57. Chapter 8: Multi-trait QTL Mapping and eQTL Mapping (4/10)
  58. Chapter 8: Multi-trait QTL Mapping and eQTL Mapping (5/10)
  59. Chapter 8: Multi-trait QTL Mapping and eQTL Mapping (6/10)
  60. Chapter 8: Multi-trait QTL Mapping and eQTL Mapping (7/10)
  61. Chapter 8: Multi-trait QTL Mapping and eQTL Mapping (8/10)
  62. Chapter 8: Multi-trait QTL Mapping and eQTL Mapping (9/10)
  63. Chapter 8: Multi-trait QTL Mapping and eQTL Mapping (10/10)
  64. Bibliography (1/4)
  65. Bibliography (2/4)
  66. Bibliography (3/4)
  67. Bibliography (4/4)
  68. Back Cover

Product information

  • Title: Statistical Methods for QTL Mapping
  • Author(s): Zehua Chen
  • Release date: April 2016
  • Publisher(s): Chapman and Hall/CRC
  • ISBN: 9781439868317