University of California, Santa Barbara Department of Statistics and Applied Probability PSTAT 262SP Smoothing Spline Models and Their Applications Course Description: This course is about a particular class of modern no

Source URL: www.pstat.ucsb.edu

• Statistics
• Regression analysis
• Nonparametric regression
• Statistical methods
• Image processing
• Signal processing
• Smoothing
• Spline
• Generalized additive model
• Additive model
• Nonparametric statistics
• Functional data analysis

ASSIST: A Suite of S functions Implementing Spline smoothing Techniques Yuedong Wang∗ University of California, Santa Barbara, USA and Chunlei Ke

Source URL: www.pstat.ucsb.edu

• Regression analysis
• Interpolation
• Statistical methods
• Econometrics
• Multivariate interpolation
• Smoothing spline
• Spline
• Thin plate spline
• Generalized additive model
• Linear regression
• Cubic Hermite spline
• Nonparametric regression

Statistics 149 Statistical Sleuthing through Generalized Linear Models Spring 2016 Lectures: Mon/Wed, 1:00pm–2:30pm, Sci Ctr E Instructor: Mark E. Glickman, Sci Ctr 605 E-mail:

Source URL: www.glicko.net

• Regression analysis
• Econometrics
• Actuarial science
• Statistical models
• Scientific method
• Logistic regression
• Generalized linear model
• Generalized additive model
• Prediction
• Homework
• Multinomial logistic regression
• Statistics

Generalized Additive Model by Huimin Liu Department of Mathematics and Statistics University of Minnesota Duluth, Duluth, MNDecember 2008

Source URL: www.d.umn.edu

Using R for Data Analysis and Graphics Introduction, Code and Commentary J H Maindonald Centre for Mathematics and Its Applications, Australian National University.

Source URL: ftp.cixug.es

• Estimation theory
• R
• Linear regression
• Principal component analysis
• Plot
• Multivariate adaptive regression splines
• Generalized additive model for location
• scale and shape
• Statistics
• Regression analysis
• Econometrics

0.1 normal.gam: Generalized Additive Model for Continuous Dependent Variables This function runs a nonparametric Generalized Additive Model (GAM) for continuous dependent variables. Syntax

Source URL: perso.md2t.eu

Structured Additive Regression Models: An R Interface to BayesX Nikolaus Umlauf, Thomas Kneib, Stefan Lang, Achim Zeileis http://eeecon.uibk.ac.at/~umlauf/

Source URL: bayesr.r-forge.r-project.org

• Semiparametric regression
• Generalized additive model
• Additive model
• Linear regression
• Statistics
• Regression analysis
• Generalized linear model

Exploiting Competition Relationship for Robust Visual Recognition Liang Du Haibin Ling Center for Data Analytics and Biomedical Informatics

Source URL: www.dabi.temple.edu

• Learning
• AdaBoost
• Generalized additive model
• Pattern recognition
• Boosting
• Statistical classification
• Machine learning
• Ensemble learning
• Artificial intelligence

Using R for Data Analysis and Graphics Introduction, Code and Commentary J H Maindonald Centre for Mathematics and Its Applications, Australian National University.

Source URL: cran.espol.edu.ec

• Estimation theory
• R
• Linear regression
• Principal component analysis
• Plot
• Multivariate adaptive regression splines
• Generalized additive model for location
• scale and shape
• Statistics
• Regression analysis
• Econometrics

Using R for Data Analysis and Graphics Introduction, Code and Commentary J H Maindonald Centre for Mathematics and Its Applications, Australian National University.

Source URL: mirrors.dotsrc.org

• Estimation theory
• R
• Linear regression
• Principal component analysis
• Plot
• Multivariate adaptive regression splines
• Generalized additive model for location
• scale and shape
• Statistics
• Regression analysis
• Econometrics