Model selection, estimation, and bootstrap smoothing Bradley Efron∗ Stanford University Abstract Classical statistical theory ignores model selection in assessing estimation accuracy. Here we consider

Source URL: statweb.stanford.edu

MODEL SELECTION GUIDE COMMUNICATIONS The NetMinder UPS Management Suite informs of the status and condition of the UPS and the incoming electrical power, as well as protects the LAN / WAN from unwanted downtime and unne

Source URL: www.controlledpwr.com

Open-Frame Product Selection Guide AC/DC Industrial Portfolio Model Number ABC40-1xxxG

Source URL: belpowersolutions.com

MODEL SELECTION WITH SNML IN LOGISTIC REGRESSION Antti Liski1 , Ioan Tabus2 and Reijo Sund3 1 Department of Signal Processing, Tampere University of Technology, P.O.Box 553, FINTampere, FINLAND,

Source URL: sp.cs.tut.fi

MODEL SELECTION IN A SETTING WITH LATENT VARIABLES Ralf Eggeling1 , Teemu Roos2 , Petri Myllym¨aki2 , Ivo Grosse1 1 Institute for Computer Science, Martin Luther University Halle-Wittenberg, 06099 Halle, GERMANY, {eggel

Source URL: www.me.inf.kyushu-u.ac.jp

Model Selection for Multi-class SVMs Yann Guermeur1 , Myriam Maumy2 , and Fr´ed´eric Sur1 1 2

Source URL: www.loria.fr

Testing fit patterns with polynomial regression models Felix Schönbrodt Ludwig-Maximilians-Universität München, Germany RA FT

Source URL: www.psy.lmu.de

• Akaike information criterion
• Polynomial regression
• Coefficient of determination
• Degrees of freedom
• Curve fitting
• Cross-validation
• Model selection
• Nonparametric regression
• Statistics
• Regression analysis
• Linear regression

Group-Based criminal trajectory analysis using cross-validation criteria J.D. Nielsen1 , J.S. Rosenthal2 , Y. Sun3 , D.M. Day4 , I. Bevc5 , and T. Duchesne6 (Last revised July 30, 2012.)

Source URL: probability.ca

• Statistical models
• Cluster analysis
• Categorical data
• Latent class model
• Bayesian information criterion
• Akaike information criterion
• Cross-validation
• Mixture model
• Statistics
• Model selection
• Machine learning

latent gold 4.0 manual final for pdf.qxp

Source URL: www.statisticalinnovations.com

• Estimation theory
• Akaike information criterion
• Psychometrics
• Expectation–maximization algorithm
• Bootstrapping
• Structural equation modeling
• Bayesian information criterion
• Statistics
• Statistical inference
• Model selection

An ensemble of classifiers approach with multiple sources of information Roberto Santana, Concha Bielza, Pedro Larrañaga Departamento de Inteligencia Artificial, Universidad Politécnica de Madrid roberto.santana@upm.

Source URL: www.cis.hut.fi

• Machine learning
• Econometrics
• Covariance and correlation
• Correlation and dependence
• Feature selection
• Decision tree learning
• Cross-validation
• Logistic regression
• Statistics
• Regression analysis
• Model selection