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Nonparametric statistics
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151	STAT 545A Class meeting #12 (The End) Wednesday, October 17, 2012 Dr. Jennifer (Jenny) Bryan Department of Statistics and Michael Smith Laboratories Add to Reading List Source URL: www.stat.ubc.ca Language: English - Date: 2013-09-03 16:05:14 Econometrics Non-parametric statistics Actuarial science Nonparametric regression Resampling Bootstrapping Generalized linear model Semiparametric model Parametric model Statistics Regression analysis Statistical models
152	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: www.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
153	Linear Time Nonparametric Classification and Feature Selection with Polynomial MPMC Cascades for large datasets Markus Breitenbach1 , Sander M. Bohte1,2 , and Gregory Z. Grudic1 1 Add to Reading List Source URL: markus-breitenbach.com Language: English - Date: 2004-06-24 11:16:08 Applied mathematics Linear classifier Ensemble learning Time complexity Support vector machine Algorithm Computational complexity theory Stability Boosting methods for object categorization Machine learning Statistics Statistical classification
154	Errors in Hydrological Variables and Their Effect on Model Parameters Add to Reading List Source URL: www.mssanz.org.au Language: English - Date: 2013-01-15 17:49:56 Non-parametric statistics Statistical tests Statistical models Linear regression Variance Errors-in-variables models Resampling Errors and residuals in statistics Nonparametric regression Statistics Regression analysis Econometrics
155	StatVARIABLE SELECTION EXAMPLE FebCharlotte Wickham Add to Reading List Source URL: stat512.cwick.co.nz Language: English - Date: 2015-02-20 19:42:26 Akaike information criterion Economic model Feature selection Nonparametric regression Structural equation modeling Statistics Model selection Regression analysis
156	Joint Statistics Seminar The Hong Kong University of Science and Technology Nonparametric Transition-Based Tests for Jump-Diffusions by Add to Reading List Source URL: www.bm.ust.hk Language: English - Date: 2009-03-03 21:13:56 Statistical tests Hypothesis testing Parametric model Statistical power Null hypothesis Null Statistics Statistical inference Non-parametric statistics
157	Variable selection in semiparametric regression modeling Add to Reading List Source URL: www.personal.psu.edu Language: English - Date: 2008-02-06 13:25:46 Estimation theory Econometrics Statistical inference Linear regression Nonparametric regression Semiparametric regression Semiparametric model Parametric model Non-parametric statistics Statistics Regression analysis Statistical models
158	7 MULTILEVEL LATENT CLASS MODELS Jeroen K. Vermunt* The latent class (LC) models that have been developed so far assume that observations are independent. Parametric and nonparametric random-coefficient LC models are pro Add to Reading List Source URL: www.statisticalinnovations.com Language: English - Date: 2006-09-05 12:15:01 Psychometrics Estimation theory Actuarial science Multilevel model Expectation–maximization algorithm Item response theory Latent class model Non-parametric statistics Normal distribution Statistics Statistical models Econometrics
159	A Genetic Algorithm to Select Variables in Logistic Regression: Example in the Domain of Myocardial Infarction Staal Vinterbo, M.Sc., Lucila Ohno-Machado, M.D., Ph.D., Decision Systems Group and Division of Health Scien Add to Reading List Source URL: dsg.harvard.edu Language: English - Date: 1999-04-09 11:34:36 Genetic algorithm Feature selection Logistic regression Algorithm Calibration Book:Machine Learning - The Complete Guide Nonparametric regression Statistics Regression analysis Stepwise regression
160	Nonparametric estimation of multivariate convex-transformed densities Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2010-12-09 12:29:05 Statistics Statistical theory Estimation theory M-estimators Convex function Maximum likelihood Kullback–Leibler divergence Convex set Monotonic function Mathematical analysis Convex analysis Mathematics

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