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Spline Models for Observational Data

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Author(s): Grace Wahba
Series: CMBS-NSF 59
Publisher: SIAM
Year: 1990

Language: English
Pages: 179

cover......Page 1
Spline Models for Observational Data......Page 2
Contents......Page 4
Foreword......Page 5
1 Background......Page 11
2 More Splines......Page 31
3 Equivalence and Perpendicularity, or, What's So Special About Splines?......Page 51
4 Estimating the Smoothing Parameter......Page 55
5 "Confidence Intervals"......Page 77
6 Partial Spline Models......Page 83
7 Finite-Dimensional Approximating Subspaces......Page 105
8 Fredholm Integral, Equations of the First Kind......Page 111
9 Further Nonlinear Generalizations......Page 119
10 Additive and Interaction Splines......Page 137
11 Numerical Methods......Page 145
12 Special Topics......Page 155
Bibliography......Page 163
Author Index......Page 177