Regression Analysis of Count Data

DOI10.1017/CBO9781139013567zbMath1301.62003MaRDI QIDQ4979122

Publication date: 17 June 2014

longitudinal data time series Poisson distribution linear models parametric inference models of event counts

Linear inference, regression (62Jxx) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics (62-01) Research exposition (monographs, survey articles) pertaining to statistics (62-02) Applications of statistics (62Pxx)

Related Items (96)

A NEGATIVE BINOMIAL AUTOREGRESSION WITH A LINEAR CONDITIONAL VARIANCE-TO-MEAN FUNCTION ⋮ The heterogeneous impact of insurance on health care demand among young adults: a panel data analysis ⋮ A novel Bayesian regression model for counts with an application to health data ⋮ Coordinated maintenance in a multi-component system with compound Poisson deterioration ⋮ Visualizing Count Data Regressions Using Rootograms ⋮ A data transformation to deal with constant under/over-dispersion in Poisson and binomial regression models ⋮ Modelling of count data using nonparametric mixtures ⋮ A general method for robust Bayesian modeling ⋮ Extreme events in dynamical systems and random walkers: a review ⋮ Least-Square Approximation for a Distributed System ⋮ Adaptive Bayesian estimation of conditional discrete-continuous distributions with an application to stock market trading activity ⋮ Variance of the truncated negative binomial distribution ⋮ Semi-parametric copula sample selection models for count responses ⋮ Evaluation of geographical variation in live-birth registrations using Bayesian method ⋮ Modified Poisson estimators for grouped and right-censored counts ⋮ Asymptotic results in censored zero-inflated Poisson regression ⋮ State-space models for count time series with excess zeros ⋮ Discrete Weibull distribution: different estimation methods under ranked set sampling and simple random sampling ⋮ Unnamed Item ⋮ A Bernoulli autoregressive moving average model applied to rainfall occurrence ⋮ A simulation study for count data models under varying degrees of outliers and zeros ⋮ Maximum likelihood estimation of Gaussian copula models for geostatistical count data ⋮ A new approach to truncated regression for count data ⋮ Count regression trees ⋮ A regression model for overdispersed data without too many zeros ⋮ Forecasting transaction counts with integer-valued GARCH models ⋮ New modified two-parameter Liu estimator for the Conway–Maxwell Poisson regression model ⋮ V-optimality of designs in random effects Poisson regression models ⋮ Modelling Excess Zeros in Count Data: A New Perspective on Modelling Approaches ⋮ Bivariate exponentiated‐exponential geometric regression model ⋮ Type I multivariate zero‐inflated COM–Poisson regression model ⋮ A flexible Bayesian nonconfounding spatial model for analysis of dispersed count data ⋮ The negative binomial-generalized Lindley distribution for overdispersed data ⋮ Bayesian inference for negative binomial-beta exponential distribution and its regression model ⋮ Fast two-stage estimator for clustered count data with overdispersion ⋮ Simultaneous Inference for Empirical Best Predictors With a Poverty Study in Small Areas ⋮ Review of statistical approaches for modeling high-frequency trading data ⋮ Bivariate Mixed Poisson Regression Models with Varying Dispersion ⋮ Revisiting the analysis pipeline for overdispersed Poisson and binomial data ⋮ Multivariate zero-inflated Bell distribution and its inference and applications ⋮ Toward an Efficient Computation of Log-Likelihood Functions in Statistical Inference: Overdispersed Count Data Clustering ⋮ Multivariate zero-inflated Bell-Touchard distribution for multivariate counts: an application to COVID-related data ⋮ The multivariate component zero‐inflated Poisson model for correlated count data analysis ⋮ On the fast computation of the Dirichlet-multinomial log-likelihood function ⋮ Coordinated replenishment game and learning under time dependency and uncertainty of the parameters ⋮ Mean regression model for the zero-truncated Poisson distribution and its generalization ⋮ Bayesian inference for the negative binomial-generalized Lindley regression model: properties and applications ⋮ A fast look-up method for Bayesian mean-parameterised Conway-Maxwell-Poisson regression models ⋮ Unequal use of social insurance benefits: the role of employers ⋮ Life insurance and life settlement markets with overconfident policyholders ⋮ Credibility premium for rate-making systems ⋮ Inference about regression parameters using highly stratified survey count data with over-dispersion and repeated measurements ⋮ Generalized Poisson–Lindley linear model for count data ⋮ Exponentiated-exponential geometric regression model ⋮ Hurdles and steps: Estimating demand for solar photovoltaics ⋮ TESTING FOR RANDOM EFFECTS IN COMPOUND RISK MODELS VIA BREGMAN DIVERGENCE ⋮ Unnamed Item ⋮ Hyperlink regression via Bregman divergence ⋮ Bayesian adaptive bandwidth selector for multivariate discrete kernel estimator ⋮ Elementary expressions for moments of truncated negative binomial random variables ⋮ Simultaneous transformation and rounding (STAR) models for integer-valued data ⋮ Bayesian inference for the negative binomial-Sushila linear model ⋮ Unnamed Item ⋮ National security vs. human rights: a game theoretic analysis of the tension between these objectives ⋮ Estimation of average marginal effects in multiplicative unobserved effects panel models ⋮ Accounting for persistence in panel count data models. An application to the number of patents awarded ⋮ Liu-Type Negative Binomial Regression: A Comparison of Recent Estimators and Applications ⋮ MODELLING AND ESTIMATING INDIVIDUAL AND FIRM EFFECTS WITH COUNT PANEL DATA ⋮ Generalized fiducial inference on the mean of zero-inflated Poisson and Poisson hurdle models ⋮ Effort of rugby teams according to the bonus point system: a theoretical and empirical analysis ⋮ On the type I multivariate zero-truncated hurdle model with applications in health insurance ⋮ Robust high-dimensional regression for data with anomalous responses ⋮ Regression models with ordered multiple categorical predictors ⋮ Regression analysis for multivariate process data of counts using convolved Gaussian processes ⋮ Sparse Bayesian modelling of underreported count data ⋮ A MARKED COX MODEL FOR THE NUMBER OF IBNR CLAIMS: ESTIMATION AND APPLICATION ⋮ Using the potential outcome framework to estimate optimal sample size for cluster randomized trials: a simulation-based algorithm ⋮ Zero truncated Poisson model: an alternative approach for analyzing count data with excess zeros ⋮ Reliability and maintenance modeling for competing risk processes with Weibull inter-arrival shocks ⋮ Statistical analysis of multivariate discrete-valued time series ⋮ Expectation propagation for Poisson data ⋮ A multiple inflated negative binomial hurdle regression model: analysis of the Italians' tourism behaviour during the Great Recession ⋮ Transition models for count data: a flexible alternative to fixed distribution models ⋮ \(D\)-optimal designs for Poisson regression with synergetic interaction effect ⋮ Maximum likelihood and Bayesian estimators for the double Poisson distribution ⋮ Management and takeover decisions ⋮ Estimation of a zero-inflated Poisson regression model with missing covariates via nonparametric multiple imputation methods ⋮ Right-censored mixed Poisson count models with detection times ⋮ Why you cannot transform your way out of trouble for small counts ⋮ Multivariate zero-and-one inflated Poisson model with applications ⋮ Unnamed Item ⋮ A Medical Modelling Using Multiple Linear Regression ⋮ Unnamed Item ⋮ Unnamed Item ⋮ A new kind of stochastic restricted biased estimator for logistic regression model ⋮ Statistical Regression Analysis of Threshold Excesses with Systematically Missing Covariates

This page was built for publication: Regression Analysis of Count Data