NONLINEAR MODELING OF MULTIVARIATE AND CATEGORICAL TIME SERIES USING MULTIVARIATE ADAPTIVE REGRESSION SPLINES

Regression Splines ◽

Categorical Time Series ◽

Adaptive Regression ◽

Nonlinear Modeling of Time Series Using Multivariate Adaptive Regression Splines (MARS)

Journal of the American Statistical Association ◽

10.1080/01621459.1991.10475126 ◽

1991 ◽

Vol 86 (416) ◽

pp. 864-877 ◽

Cited By ~ 90

Author(s):

P. A. W. Lewis ◽

J. G. Stevens

Keyword(s):

Time Series ◽

Nonlinear Modeling ◽

Regression Splines ◽

Adaptive Regression ◽

Advances in Intelligent Systems and Computing - 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020) ◽

A Multivariate Approach to Time Series Forecasting of Copper Prices with the Help of Multiple Imputation by Chained Equations and Multivariate Adaptive Regression Splines

10.1007/978-3-030-57802-2_66 ◽

2020 ◽

pp. 691-701

Author(s):

Fernando Sánchez Lasheras ◽

Javier Gracia Rodríguez ◽

Paulino José García Nieto ◽

Esperanza García-Gonzalo ◽

Gregorio Fidalgo Valverde

Keyword(s):

Time Series ◽

Multiple Imputation ◽

Time Series Forecasting ◽

Regression Splines ◽

Multivariate Approach ◽

Adaptive Regression ◽

Validation of Cross-Sectional Time Series and Multivariate Adaptive Regression Splines Models for the Prediction of Energy Expenditure in Children and Adolescents Using Doubly Labeled Water

Journal of Nutrition ◽

10.3945/jn.109.120162 ◽

2010 ◽

Vol 140 (8) ◽

pp. 1516-1523 ◽

Cited By ~ 42

Author(s):

Nancy F. Butte ◽

William W. Wong ◽

Anne L. Adolph ◽

Maurice R. Puyau ◽

Firoz A. Vohra ◽

...

Keyword(s):

Time Series ◽

Energy Expenditure ◽

Children And Adolescents ◽

Regression Splines ◽

Doubly Labeled Water ◽

Cross Sectional ◽

Adaptive Regression ◽

Application of random forest time series, support vector regression and multivariate adaptive regression splines models in prediction of snowfall (a case study of Alvand in the middle Zagros, Iran)

Theoretical and Applied Climatology ◽

10.1007/s00704-017-2300-9 ◽

2017 ◽

Vol 134 (3-4) ◽

pp. 769-776 ◽

Cited By ~ 2

Author(s):

Omid Hamidi ◽

Leili Tapak ◽

Hamed Abbasi ◽

Zohreh Maryanaji

Keyword(s):

Time Series ◽

Random Forest ◽

Support Vector Regression ◽

Support Vector ◽

Regression Splines ◽

Adaptive Regression ◽

Cross-Sectional Time Series and Multivariate Adaptive Regression Splines Models Using Accelerometry and Heart Rate Predict Energy Expenditure of Preschoolers

Journal of Nutrition ◽

10.3945/jn.112.168542 ◽

2012 ◽

Vol 143 (1) ◽

pp. 114-122 ◽

Cited By ~ 16

Author(s):

Issa F. Zakeri ◽

Anne L. Adolph ◽

Maurice R. Puyau ◽

Firoz A. Vohra ◽

Nancy F. Butte

Keyword(s):

Heart Rate ◽

Time Series ◽

Energy Expenditure ◽

Regression Splines ◽

Cross Sectional ◽

Adaptive Regression ◽

Time Series Forecasting of Gold Prices with the Help of Its Decomposition and Multivariate Adaptive Regression Splines

10.1007/978-3-030-87869-6_13 ◽

2021 ◽

pp. 135-144

Author(s):

Fernando Sánchez Lasheras ◽

Paulino José García Nieto ◽

Esperanza García-Gonzalo ◽

Gregorio Fidalgo Valverde ◽

Alicja Krzemień

Keyword(s):

Time Series ◽

Time Series Forecasting ◽

Regression Splines ◽

Adaptive Regression ◽

Estimation of modified expansive soil CBR with multivariate adaptive regression splines, random forest and gradient boosting machine

Innovative Infrastructure Solutions ◽

10.1007/s41062-021-00568-z ◽

2021 ◽

Vol 6 (4) ◽

Author(s):

Chijioke Christopher Ikeagwuani

Keyword(s):

Random Forest ◽

Expansive Soil ◽

Gradient Boosting ◽

Regression Splines ◽

Gradient Boosting Machine ◽

Adaptive Regression ◽

Prediction of transportation energy demand: Multivariate Adaptive Regression Splines

Energy ◽

10.1016/j.energy.2021.120090 ◽

2021 ◽

Vol 224 ◽

pp. 120090

Author(s):

Mohammad Ali Sahraei ◽

Hakan Duman ◽

Muhammed Yasin Çodur ◽

Ecevit Eyduran

Keyword(s):

Energy Demand ◽

Regression Splines ◽

Transportation Energy ◽

Adaptive Regression ◽

Assessment of rockburst risk using multivariate adaptive regression splines and deep forest model

Acta Geotechnica ◽

10.1007/s11440-021-01299-2 ◽

2021 ◽

Author(s):

Deping Guo ◽

Hemao Chen ◽

Libin Tang ◽

Zhixiong Chen ◽

Pijush Samui

Keyword(s):

Regression Splines ◽

Forest Model ◽

Deep Forest ◽

Adaptive Regression ◽

Global Optimization With Multivariate Adaptive Regression Splines

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ◽

10.1109/tsmcb.2006.883430 ◽

2007 ◽

Vol 37 (2) ◽

pp. 333-340 ◽

Cited By ~ 31

Author(s):

Scott Crino ◽

Donald E. Brown

Keyword(s):

Global Optimization ◽

Regression Splines ◽

Adaptive Regression ◽