Smoothing Splines

Smoothing Splines

by Yuedong Wang
Released June 2011
Publisher(s): Chapman and Hall/CRC
ISBN: 9781420077568

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Book description

A general class of powerful and flexible modeling techniques, spline smoothing has attracted a great deal of research attention in recent years and has been widely used in many application areas, from medicine to economics. Smoothing Splines: Methods and Applications covers basic smoothing spline models, including polynomial, periodic, spherical, t

Table of contents

  1. Front Cover (1/2)
  2. Front Cover (2/2)
  3. Dedication
  4. Contents (1/2)
  5. Contents (2/2)
  6. List of Tables
  7. List of Figures
  8. Symbol Description
  9. Preface
  10. 1. Introduction (1/2)
  11. 1. Introduction (2/2)
  12. 2. Smoothing Spline Regression (1/9)
  13. 2. Smoothing Spline Regression (2/9)
  14. 2. Smoothing Spline Regression (3/9)
  15. 2. Smoothing Spline Regression (4/9)
  16. 2. Smoothing Spline Regression (5/9)
  17. 2. Smoothing Spline Regression (6/9)
  18. 2. Smoothing Spline Regression (7/9)
  19. 2. Smoothing Spline Regression (8/9)
  20. 2. Smoothing Spline Regression (9/9)
  21. 3. Smoothing Parameter Selection and Inference (1/8)
  22. 3. Smoothing Parameter Selection and Inference (2/8)
  23. 3. Smoothing Parameter Selection and Inference (3/8)
  24. 3. Smoothing Parameter Selection and Inference (4/8)
  25. 3. Smoothing Parameter Selection and Inference (5/8)
  26. 3. Smoothing Parameter Selection and Inference (6/8)
  27. 3. Smoothing Parameter Selection and Inference (7/8)
  28. 3. Smoothing Parameter Selection and Inference (8/8)
  29. 4. Smoothing Spline ANOVA (1/10)
  30. 4. Smoothing Spline ANOVA (2/10)
  31. 4. Smoothing Spline ANOVA (3/10)
  32. 4. Smoothing Spline ANOVA (4/10)
  33. 4. Smoothing Spline ANOVA (5/10)
  34. 4. Smoothing Spline ANOVA (6/10)
  35. 4. Smoothing Spline ANOVA (7/10)
  36. 4. Smoothing Spline ANOVA (8/10)
  37. 4. Smoothing Spline ANOVA (9/10)
  38. 4. Smoothing Spline ANOVA (10/10)
  39. 5. Spline Smoothing with Heteroscedastic and/or Correlated Errors (1/5)
  40. 5. Spline Smoothing with Heteroscedastic and/or Correlated Errors (2/5)
  41. 5. Spline Smoothing with Heteroscedastic and/or Correlated Errors (3/5)
  42. 5. Spline Smoothing with Heteroscedastic and/or Correlated Errors (4/5)
  43. 5. Spline Smoothing with Heteroscedastic and/or Correlated Errors (5/5)
  44. 6. Generalized Smoothing Spline ANOVA (1/7)
  45. 6. Generalized Smoothing Spline ANOVA (2/7)
  46. 6. Generalized Smoothing Spline ANOVA (3/7)
  47. 6. Generalized Smoothing Spline ANOVA (4/7)
  48. 6. Generalized Smoothing Spline ANOVA (5/7)
  49. 6. Generalized Smoothing Spline ANOVA (6/7)
  50. 6. Generalized Smoothing Spline ANOVA (7/7)
  51. 7. Smoothing Spline Nonlinear Regression (1/7)
  52. 7. Smoothing Spline Nonlinear Regression (2/7)
  53. 7. Smoothing Spline Nonlinear Regression (3/7)
  54. 7. Smoothing Spline Nonlinear Regression (4/7)
  55. 7. Smoothing Spline Nonlinear Regression (5/7)
  56. 7. Smoothing Spline Nonlinear Regression (6/7)
  57. 7. Smoothing Spline Nonlinear Regression (7/7)
  58. 8. Semiparametric Regression (1/10)
  59. 8. Semiparametric Regression (2/10)
  60. 8. Semiparametric Regression (3/10)
  61. 8. Semiparametric Regression (4/10)
  62. 8. Semiparametric Regression (5/10)
  63. 8. Semiparametric Regression (6/10)
  64. 8. Semiparametric Regression (7/10)
  65. 8. Semiparametric Regression (8/10)
  66. 8. Semiparametric Regression (9/10)
  67. 8. Semiparametric Regression (10/10)
  68. 9. Semiparametric Mixed-Effects Models (1/10)
  69. 9. Semiparametric Mixed-Effects Models (2/10)
  70. 9. Semiparametric Mixed-Effects Models (3/10)
  71. 9. Semiparametric Mixed-Effects Models (4/10)
  72. 9. Semiparametric Mixed-Effects Models (5/10)
  73. 9. Semiparametric Mixed-Effects Models (6/10)
  74. 9. Semiparametric Mixed-Effects Models (7/10)
  75. 9. Semiparametric Mixed-Effects Models (8/10)
  76. 9. Semiparametric Mixed-Effects Models (9/10)
  77. 9. Semiparametric Mixed-Effects Models (10/10)
  78. A. Data Sets (1/2)
  79. A. Data Sets (2/2)
  80. B. Codes for Fitting Strictly Increasing Functions (1/2)
  81. B. Codes for Fitting Strictly Increasing Functions (2/2)
  82. C. Codes for Term Structure of Interest Rates (1/2)
  83. C. Codes for Term Structure of Interest Rates (2/2)
  84. References (1/2)
  85. References (2/2)

Product information

  • Title: Smoothing Splines
  • Author(s): Yuedong Wang
  • Release date: June 2011
  • Publisher(s): Chapman and Hall/CRC
  • ISBN: 9781420077568