4.5 Article

Comparison between splines and fractional polynomials for multivariable model building with continuous covariates: a simulation study with continuous response

Related references

Note: Only part of the references are listed.
Article Statistics & Probability

Stability analysis of an additive spline model for respiratory health data by using knot removal

Harald Binder et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS (2009)

Article Computer Science, Interdisciplinary Applications

On properties of predictors derived with a two-step bootstrap model averaging approach -: A simulation study in the linear regression model

Anika Buchholz et al.

COMPUTATIONAL STATISTICS & DATA ANALYSIS (2008)

Article Statistics & Probability

Model selection procedures in social research: Monte-Carlo simulation results

Lawrence E. Raffalovich et al.

JOURNAL OF APPLIED STATISTICS (2008)

Article Computer Science, Theory & Methods

A comparison of methods for the fitting of generalized additive models

Harald Binder et al.

STATISTICS AND COMPUTING (2008)

Article Mathematical & Computational Biology

Selection of important variables and determination of functional form for continuous predictors in multivariable model building

Willi Sauerbrei et al.

STATISTICS IN MEDICINE (2007)

Article Mathematical & Computational Biology

Joint estimation of time-dependent and non-linear effects of continuous covariates on survival

Michal Abrahamowicz et al.

STATISTICS IN MEDICINE (2007)

Article Statistics & Probability

Model selection for penalized spline smoothing using akaike information criteria

Carrie Wager et al.

AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS (2007)

Article Statistics & Probability

Classifier technology and the illusion of progress

David J. Hand

STATISTICAL SCIENCE (2006)

Article Statistics & Probability

Stable and efficient multiple smoothing parameter estimation for generalized additive models

SN Wood

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2004)

Article Mathematical & Computational Biology

Using generalized additive models to reduce residual confounding

A Benedetti et al.

STATISTICS IN MEDICINE (2004)

Article Statistics & Probability

Thin plate regression splines

SN Wood

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2003)

Article Statistics & Probability

Selecting the number of knots for penalized splines

D Ruppert

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2002)

Article Health Care Sciences & Services

Prognostic modeling with logistic regression analysis: In search of a sensible strategy in small data sets

EW Steyerberg et al.

MEDICAL DECISION MAKING (2001)

Article Computer Science, Interdisciplinary Applications

Fractional polynomial model selection procedures: Investigation of type I error rate

G Ambler et al.

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (2001)