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Stepwise regression

Known as: Regression, UFS, Unsupervised Forward Selection 
In statistics, stepwise regression includes regression models in which the choice of predictive variables is carried out by an automatic procedure… Expand
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Related topics

Related topics

26 relations
Akaike information criterionApproximationBayesian information criterionComparison of statistical packages
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Papers overview

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Highly Cited
2015
Highly Cited
2015
Nucleic Acids Research
  • Karen Otto
  • Nucleic Acids Research
  • 2015
    • Corpus ID: 198768
A factor which eliminated nonspecific transcription of cloned rat rDNA was extensively purified from rat mammary adenocarcinoma… Expand
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Highly Cited
2011
Highly Cited
2011
Adaptive sparse polynomial chaos expansion based on least angle regression
Polynomial chaos (PC) expansions are used in stochastic finite element analysis to represent the random model response by a set… Expand
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Highly Cited
2011
Highly Cited
2011
Iterative stepwise regression imputation using standard and robust methods
Imputation of missing values is one of the major tasks for data pre-processing in many areas. Whenever imputation of data from… Expand
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Highly Cited
2010
Highly Cited
2010
Using information theory as a substitute for stepwise regression in ecology and behavior
In ecological and behavioral research, drawing reliable conclusions from statistical models with multiple predictors is usually… Expand
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Highly Cited
2009
Highly Cited
2009
A conceptual framework for analysing adaptive capacity and multi-level learning processes in resource governance regimes
Abstract Governance failures are at the origin of many resource management problems. In particular climate change and the… Expand
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Highly Cited
2008
Highly Cited
2008
Multiobjective optimization for crash safety design of vehicles using stepwise regression model
In automotive industry, structural optimization for crashworthiness criteria is of special importance. Due to the high… Expand
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Highly Cited
2003
Highly Cited
2003
Stepwise Multiple Testing as Formalized Data Snooping
It is common in econometric applications that several hypothesis tests are carried out at the same time. The problem then becomes… Expand
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Highly Cited
1998
Highly Cited
1998
Experimentally based water budgets for dehydrating slabs and consequences for arc magma generation
Phase diagrams of hydrous mid-ocean ridge (MOR) basalts to 330 km depth and of hydrous peridotites to 250 km depth are compiled… Expand
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Highly Cited
1995
Highly Cited
1995
Stepwise Regression and Stepwise Discriminant Analysis Need Not Apply here: A Guidelines Editorial
Stepwise methods are frequently employed in educational and psychological research, both to select useful subsets of variables… Expand
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Highly Cited
1989
Highly Cited
1989
Single-layer learning revisited: a stepwise procedure for building and training a neural network
A stepwise procedure for building and training a neural network intended to perform classification tasks, based on single layer… Expand
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