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Nonparametric regression
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101	Copyright © 2011 by Statistical Innovations Inc. All rights reserved. (version: Tutorial 3: Correlated Component Regression for a Dichotomous Dependent Variable Overview In regression analyses involving a di Add to Reading List Source URL: www.statisticalinnovations.com Language: English - Date: 2011-09-21 09:38:48 Cross-validation Linear discriminant analysis Logistic regression Degrees of freedom Standardized coefficient Regularization Nonparametric regression Unit-weighted regression Statistics Regression analysis Machine learning
102	arXiv:1302.4922v4 [stat.ML] 13 MayStructure Discovery in Nonparametric Regression through Compositional Kernel Search David Duvenaud∗† Add to Reading List Source URL: arxiv.org Language: English - Date: 2013-05-13 20:11:41 Nonparametric regression Kernel Support vector machine Semiparametric regression Supervised learning Additive model Shogun Bayesian additive regression kernels Statistics Non-parametric statistics Regression analysis
103	Semiparametric Estimators for Conditional Moment Restrictions Containing Nonparametric Functions: Comparison of GMM and Empirical Likelihood Procedures Add to Reading List Source URL: www.mssanz.org.au Language: English - Date: 2013-01-15 18:37:29 Econometrics Statistical inference Regression analysis Generalized method of moments Efficient estimator Estimator M-estimator Linear regression Instrumental variable Statistics Estimation theory Statistical theory
104	Fifteenth International Joint Conference on Arti£cial Intelligence (IJCAI-97) ,August 23-29, 1997, Nagoya, Japan 804 Is Nonparametric Learning Practical in Very High Dimensional Spaces? Add to Reading List Source URL: www.cs.colorado.edu Language: English - Date: 2008-01-10 01:10:34 Linear regression Projection pursuit regression Algorithm Nonlinear regression Decision tree learning Multivariate adaptive regression splines Supervised learning Nonparametric regression Statistics Regression analysis Machine learning
105	New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis Jianqing FAN and Runze L I Semiparametric regression models are very useful for longitudinal data analysis. The comp Add to Reading List Source URL: www.personal.psu.edu Language: English - Date: 2004-11-30 13:50:28 Semiparametric regression Heteroscedasticity-consistent standard errors T-statistic Least squares Polynomial regression Bias of an estimator Nonparametric regression Residual sum of squares Normal distribution Statistics Regression analysis Linear regression
106	Correlated Component Regression (CCR) Use this module to model and predict a designated dependent variable Y (continuous or dichotomous) from a set of P correlated explanatory variables (predictors) X = (X1, X2, … , XP Add to Reading List Source URL: statisticalinnovations.com Language: English - Date: 2011-09-22 15:25:17 Partial least squares regression Linear regression Linear discriminant analysis Multicollinearity Generalized linear model Least squares Cross-validation Multinomial logit Nonparametric regression Statistics Regression analysis Logistic regression
107	Nonparametric Density Estimation on Manifolds with Applications to Shape Analysis Abhishek Bhattacharya Indian Statistical Institute Kolkata, India Add to Reading List Source URL: www.statistics.gov.hk Language: English - Date: 2013-08-22 04:39:20 Statistical inference Density estimation Manifold Statistical classification Nonparametric regression Statistics Non-parametric statistics Robust statistics
108	Automatic Model Structure Selection for Multivariate Nonparametric Regression Hao Helen Zhang * University of Arizona, Tucson, AZ, USA Guang Cheng Purdue University, West Layfayette, chengg@purdu Add to Reading List Source URL: www.statistics.gov.hk Language: English - Date: 2013-08-22 04:39:21 Econometrics Statistical methods Nonparametric regression Machine learning Regularization Regression Conceptual model Statistics Regression analysis Non-parametric statistics
109	YING-YING LEE October 2012 Department of Economics University of Wisconsin-Madison Add to Reading List Source URL: www.economics.ox.ac.uk Language: English - Date: 2013-07-22 11:07:55 Estimation theory Non-parametric statistics Parametric statistics Linear regression Quantile regression Nonparametric regression Quantile function Quantile Normal distribution Statistics Regression analysis Econometrics
110	Calibrated estimation of a nonparametric income distribution from a few percentiles Jing Dai Universit¨ at Kassel, Department of Economics, Nora-Platiel-Str. 5, DKassel, Add to Reading List Source URL: www.statistics.gov.hk Language: English - Date: 2013-08-22 04:39:11 Welfare economics Statistical inference Distribution of wealth Nonparametric regression Smoothing spline Gini coefficient Lorenz curve Kernel density estimation Smoothing Statistics Regression analysis Non-parametric statistics

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