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Multivariate Adaptive Regression Splines Author(s): Jerome H. Friedman Source: The Annals of Statistics, Vol. 19, No. 1 (Mar., 1991), pp. 1-67 Published by: Institute of Mathematical Statistics Stable URL: http://www.jstor.org/stable/2241837 Accessed: 18/02/2009 11:58 Your use of the JSTOR archive indicates your acceptance of JSTOR's Terms and Conditions of Use, available at http://www.jstor.org/page/info/about/policies/terms.jsp. JSTOR's Terms and Conditions of Use provides, in part, that unless you have obtained prior permission, you may not download an entire issue of a journal or multiple copies of articles, and you may use content in the JSTOR archive only for your personal, non-commercial use. Please contact the publisher regarding any further use of this work. Publisher contact information may be obtained at http://www.jstor.org/action/showPublisher?publisherCode=ims. Each copy of any part of a JSTOR transmission must contain the same copyright notice that appears on the screen or printed page of such transmission. JSTOR is a not-for-profit organization founded in 1995 to build trusted digital archives for scholarship. We work with the scholarly community to preserve their work and the materials they rely upon, and to build a common research platform that promotes the discovery and use of these resources. For more information about JSTOR, please contact [email protected]. Institute of Mathematical Statistics is collaborating with JSTOR to digitize, preserve and extend access to The Annals of Statistics. http://www.jstor.org
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  • Multivariate Adaptive Regression SplinesAuthor(s): Jerome H. FriedmanSource: The Annals of Statistics, Vol. 19, No. 1 (Mar., 1991), pp. 1-67Published by: Institute of Mathematical StatisticsStable URL: http://www.jstor.org/stable/2241837Accessed: 18/02/2009 11:58

    Your use of the JSTOR archive indicates your acceptance of JSTOR's Terms and Conditions of Use, available athttp://www.jstor.org/page/info/about/policies/terms.jsp. JSTOR's Terms and Conditions of Use provides, in part, that unlessyou have obtained prior permission, you may not download an entire issue of a journal or multiple copies of articles, and youmay use content in the JSTOR archive only for your personal, non-commercial use.

    Please contact the publisher regarding any further use of this work. Publisher contact information may be obtained athttp://www.jstor.org/action/showPublisher?publisherCode=ims.

    Each copy of any part of a JSTOR transmission must contain the same copyright notice that appears on the screen or printedpage of such transmission.

    JSTOR is a not-for-profit organization founded in 1995 to build trusted digital archives for scholarship. We work with thescholarly community to preserve their work and the materials they rely upon, and to build a common research platform thatpromotes the discovery and use of these resources. For more information about JSTOR, please contact [email protected].

    Institute of Mathematical Statistics is collaborating with JSTOR to digitize, preserve and extend access to TheAnnals of Statistics.

    http://www.jstor.org

  • Article Contentsp.1p.2p.3p.4p.5p.6p.7p.8p.9p.10p.11p.12p.13p.14p.15p.16p.17p.18p.19p.20p.21p.22p.23p.24p.25p.26p.27p.28p.29p.30p.31p.32p.33p.34p.35p.36p.37p.38p.39p.40p.41p.42p.43p.44p.45p.46p.47p.48p.49p.50p.51p.52p.53p.54p.55p.56p.57p.58p.59p.60p.61p.62p.63p.64p.65p.66p.67

    Issue Table of ContentsThe Annals of Statistics, Vol. 19, No. 1 (Mar., 1991), pp. 1-503Front MatterInvited PaperMultivariate Adaptive Regression Splines [pp.1-67]Discussion: Multivariate Adaptive Regression Splines [pp.67-82]Discussion: Multivariate Adaptive Regression Splines [pp.82-91]Discussion: Multivariate Adaptive Regression Splines [pp.91-92]Discussion: Multivariate Adaptive Regression Splines [pp.93-99]Discussion: Multivariate Adaptive Regression Splines [pp.99-102]Discussion: Multivariate Adaptive Regression Splines [pp.102-112]Discussion: Multivariate Adaptive Regression Splines [pp.112-113]Discussion: Multivariate Adaptive Regression Splines [pp.113-115]Discussion: Multivariate Adaptive Regression Splines [pp.115-123]Rejoinder: Multivariate Adaptive Regression Splines [pp.123-141]

    Estimation of a Projection-Pursuit Type Regression Model [pp.142-157]Asymptotic Properties of the LSE in a Regression Model with Long-Memory Stationary Errors [pp.158-177]On Differentiable Functionals [pp.178-204]Minimum Distance Estimation in an Additive Effects Outliers Model [pp.205-228]Breakdown Points of Affine Equivariant Estimators of Multivariate Location and Covariance Matrices [pp.229-248]Deconvolution-Based Score Tests in Measurement Error Models [pp.249-259]On Wielandt's Inequality and Its Application to the Asymptotic Distribution of the Eigenvalues of a Random Symmetric Matrix [pp.260-271]The Asymptotic Distribution of a Noniterative Estimator in Exploratory Factor Analysis [pp.272-282]Estimating Covariance Matrices [pp.283-296]Estimating the Common Mean of Two Multivariate Normal Distributions [pp.297-313]Simultaneous Estimation in Discrete Multivariate Exponential Families [pp.314-328]Information Inequality Bounds on the Minimax Risk (with an Application to Nonparametric Regression) [pp.329-337]On the Consistency of Posterior Mixtures and Its Applications [pp.338-353]Asymptotic Optimality of Bayes Compound Estimators in Compact Exponential Families [pp.354-365]Coherent Statistical Inference and Bayes Theorem [pp.366-381]Chaining Via Annealing [pp.382-393]Sequential Detection of a Change in a Normal Mean when the Initial Value is Unknown [pp.394-416]Estimating a Distribution Function with Truncated and Censored Data [pp.417-442]On Negative Mass Assigned by the Bivariate Kaplan-Meier Estimator [pp.443-453]Quantile Estimation with a Complex Survey Design [pp.454-469]On the Edgeworth Expansion and the Bootstrap Approximation for a Studentized U-Statistic [pp.470-484]Coverage Probabilities of Bootstrap-Confidence Intervals for Quantiles [pp.485-495]Some Asymptotic Results for Jackknifing the Sample Quantile [pp.496-503]Back Matter


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