The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Keywords

Statistical inference, Inference, Statistical learning, Computer science, Machine learning

References

• On Measuring and Correcting the Effects of Data Mining and Model SelectionJianming Ye — 1998
• Nonparametric Regression with Singular DesignZhan-Qian Lu — 1999
• Dimension fractale et estimation de la régression dans des espaces vectoriels semi-normésFrédéric Ferraty, Philippe Vieu — 2000
• On Measuring and Correcting the Effects of Data Mining and Model SelectionJianming Ye — 1998
• Spline Models for Observational DataGrace Wahba — 1990

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• Non-linear and gender-specific relationships among placental growth measures and the fetoplacental weight ratioJane Stuart‐Smith — 2009
• Measuring Neuronal Branching Patterns Using Model-Based ApproachProctor P Reid, W. Dale Compton, Jerome H Grossman — 2010
• Alignment-free supervised classification of metagenomes by recursive SVMRaquel Ribera Orts, Lorenzo Monforte Monleón, V. Javier Macián Cervera — 2013
• Maximum likelihood, profile likelihood, and penalized likelihood: a primer.Kristinn Eiriksson, Diddi Fors, Anne Waage — 2014
• Fast Data-Driven Calibration of a Cardiac Electrophysiology Model from Images and ECGCaroline Hoxby — 2013
• DELTA: A Distal Enhancer Locating Tool Based on AdaBoost Algorithm and Shape Features of Chromatin ModificationsCristina González Beilfuss — 2015
• Using Crowdsourced Trajectories for Automated OSM Data Entry ApproachDA Bachovchin, AE Speers, AM Zuhl — 2016
• Riparian bird-habitat association models: A framework for informing management and developing restoration guidelines in UtahHillary M. White — 2011
• Metabolic Profiling of Amino Acids Associated with Mortality in Patients with Acute Paraquat PoisoningXiuxian Wan, Chunyu Zhou, Xin Kang — 2018
• A Nonmathematical Review of Optimal Operator and Experimental Design for Uncertain Scientific Models with Application to GenomicsJ.J. Weerheijm — 2019
• Prediction of Climate Change Effects on Streamflow Regime Important to Stream EcologySulochan Dhungel — 2014
• Classification of Carpiodes Using Fourier Descriptors: A Content Based Image Retrieval ApproachPatrick Trahan — 2009
• Detectando la prioridad de contenidos generados en Twitter por medio de n-gramas de palabrasGerardo García-Rodríguez, Gabriela Ramírez-de-la-Rosa, Esaú Villatoro-Tello — 2014
• Finding the best statistical model to predict customer defection in telecommunication retail settingNkululeko Ngcongo — 2014
• Leveraging Random Forests for Interactive Exploration of Large Histological ImagesLoïc Peter, Diana Mateus, Pierre Chatelain — 2014
• ADAPTIVE CREDIT SCORING WITH ANALYTIC HIERARCHY PROCESSKwang Yong Koh, Murphy Choy, Michelle L. F. Cheong — 2013
• Travel time prediction for the planning of mass transit companies: a machine learning approachJoão Pedro Carvalho Moreira — 2008

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