A weakly informative default prior distribution for logistic and other regression models

Source URL: www.stat.columbia.edu

• Linear regression
• Generalized linear model
• Separation
• Least squares
• Poisson regression
• Normal distribution
• Expectation–maximization algorithm
• Predictive analytics
• Multinomial logit
• Statistics
• Regression analysis
• Logistic regression

A Brief Tutorial on Maxent By Steven Phillips, AT&T Research This tutorial gives a basic introduction to use of the MaxEnt program for maximum entropy modelling of species’ geographic distributions, written by Steve

Source URL: www.vertnet.org

• Science
• Mathematics
• Computing
• Charts
• Plot
• Parameter
• Multinomial logit
• Environment variable
• Species distribution
• Regression analysis
• Econometrics
• Ecology

1 Lecture 6. Order Statistics 6.1 The Multinomial Formula Suppose we pick a letter from {A, B, C}, with P (A) = p1 = .3, P (B) = p2 = .5, P (C) = p3 = .2. If we do this independently 10 times, we will find the probabil

Source URL: www.math.uiuc.edu

• Variance
• Central limit theorem
• Moment
• Expected value
• Convergence of random variables
• Gamma distribution
• Law of large numbers
• Statistics
• Mathematical analysis
• Probability theory

Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment (Supplementary Materials) Jason Chuang Stanford University, 353 Serra Mall, Stanford, CA[removed]USA

Source URL: idl.cs.washington.edu

Package ‘bayesm’ July 2, 2014 Version 2.2-5 Date 2012-05-15 Title Bayesian Inference for Marketing/Micro-econometrics Author Peter Rossi .

Source URL: cran.r-project.org

• Linear regression
• Instrumental variable
• Dummy variable
• Multivariate normal distribution
• Mixture model
• Binomial regression
• Design matrix
• Multinomial logit
• Statistics
• Regression analysis
• Econometrics

Package ‘combinat’ July 2, 2014 Version 0.0-8 Title combinatorics utilities Author Scott Chasalow Maintainer Vince Carey

Source URL: cran.r-project.org

• Abstract algebra
• Linear algebra
• Analytic geometry
• Lattice
• Vector space
• Vector
• Multinomial distribution
• Simplex
• Function
• Mathematics
• Algebra
• Vectors

Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process Chong Wang Computer Science Department Princeton University

Source URL: www.cs.princeton.edu

• Statistical inference
• Latent Dirichlet allocation
• Dirichlet process
• Dirichlet distribution
• Concentration parameter
• Mixture model
• Topic model
• Multinomial distribution
• Bayesian inference
• Statistics
• Statistical natural language processing
• Bayesian statistics

Ensemble modeling to predict habitat suitability for a large-scale disturbance specialist Quresh S. Latif1, Victoria A. Saab1, Jonathan G. Dudley2 & Jeff P. Hollenbeck3 1 Rocky Mountain Research Station, U.S. Forest Ser

Source URL: www.fs.fed.us

• Ecology
• Actuarial science
• Linear regression
• Economic model
• Suitability model
• Conceptual model
• Multinomial logit
• Species distribution
• Statistics
• Econometrics
• Regression analysis

MGLM package vignette Yiwen Zhang Hua Zhou April 25, 2014

Source URL: cran.r-project.org

• Categorical data
• Model selection
• Actuarial science
• Multinomial distribution
• Akaike information criterion
• Logistic regression
• Wald test
• Multinomial logit
• Maximum likelihood
• Statistics
• Regression analysis
• Econometrics

Package ‘MGLM’ July 2, 2014 Version 0.0.6 Date 2014-04-08 Title Multivariate Response Generalized Linear Models Author Yiwen Zhang and Hua Zhou

Source URL: cran.r-project.org

• Actuarial science
• Categorical data
• Statistical models
• Multinomial distribution
• Dirichlet distribution
• Generalized linear model
• Multinomial logit
• Logistic regression
• Negative multinomial distribution
• Statistics
• Regression analysis
• Econometrics