Spline models for observational data [illustrated edition] 9780898712445, 0898712440

This book serves well as an introduction into the more theoretical aspects of the use of spline models. It develops a th

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Table of contents :
Spline Models for Observational Data......Page 1
Contents......Page 10
Foreword......Page 12
CHAPTER 1 Background......Page 18
CHAPTER 2 More Splines......Page 38
CHAPTER 3 Equivalence and Perpendicularity, or,What's So Special About Splines?......Page 58
CHAPTER 4 Estimating the Smoothing Parameter......Page 62
CHAPTER 5 "Confidence Intervals"......Page 84
CHAPTER 6 Partial Spline Models......Page 90
CHAPTER 7 Finite-Dimensional Approximating Subspaces......Page 112
CHAPTER 8 Fredholm Integral Equations of the First Kind......Page 118
CHAPTER 9 Further Nonlinear Generalizations......Page 126
CHAPTER 10 Additive and Interaction Splines......Page 144
CHAPTER 1 1 Numerical Methods......Page 152
CHAPTER 12 Special Topics......Page 162
Bibliography......Page 170
Author Index......Page 184

Spline models for observational data [illustrated edition]
 9780898712445, 0898712440

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