Bivariate Zero-Inflated Regression for Count Data: A Bayesian Approach with Application to Plant Counts

Articles in the same Issue

1. Article
2. Comparison of Estimators for Measures of Linkage Disequilibrium
3. Comparing Mortality in Renal Patients on Hemodialysis versus Peritoneal Dialysis Using a Marginal Structural Model
4. Estimation of Modified Concordance Ratio in Sib-Pairs: Effect of Consanguinity on the Risk of Congenital Heart Diseases
5. Lack of Fit in Self Modeling Regression: Application to Pulse Waveforms
6. A Comparison of Variable Selection Approaches for Dynamic Treatment Regimes
7. Non-Markov Multistate Modeling Using Time-Varying Covariates, with Application to Progression of Liver Fibrosis due to Hepatitis C Following Liver Transplant
8. A Pseudo-EM Algorithm for Clustering Incomplete Longitudinal Data
9. A Corrected Likelihood Approach for the Nonlinear Transformation Model with Application to Fluorescence Lifetime Measurements Using Exponential Mixtures
10. Confidence Intervals for Negative Binomial Random Variables of High Dispersion
11. A Comparison of the Statistical Power of Different Methods for the Analysis of Repeated Cross-Sectional Cluster Randomization Trials with Binary Outcomes
12. A Note on the Effect on Power of Score Tests via Dimension Reduction by Penalized Regression under the Null
13. Simple, Efficient Estimators of Treatment Effects in Randomized Trials Using Generalized Linear Models to Leverage Baseline Variables
14. Ordinal Regression Models for Continuous Scales
15. Evaluation of Incidence Rates in Pre-Clinical Studies Using a Williams-Type Procedure
16. Estimating Multilevel Logistic Regression Models When the Number of Clusters is Low: A Comparison of Different Statistical Software Procedures
17. Collaborative Double Robust Targeted Maximum Likelihood Estimation
18. An Application of Collaborative Targeted Maximum Likelihood Estimation in Causal Inference and Genomics
19. A Unified Approach for Nonparametric Evaluation of Agreement in Method Comparison Studies
20. A Principal Stratification Approach to Assess the Differences in Prognosis between Cancers Caused by Hormone Replacement Therapy and by Other Factors
21. Collaborative Targeted Maximum Likelihood for Time to Event Data
22. A Stochastic EM Type Algorithm for Parameter Estimation in Models with Continuous Outcomes, under Complex Ascertainment
23. Simple Nonparametric Confidence Regions for the Evaluation of Continuous-Scale Diagnostic Tests
24. A Targeted Maximum Likelihood Estimator of a Causal Effect on a Bounded Continuous Outcome
25. Bivariate Zero-Inflated Regression for Count Data: A Bayesian Approach with Application to Plant Counts
26. Fast Function-on-Scalar Regression with Penalized Basis Expansions
27. Statistical Methods for Comparative Phenomics Using High-Throughput Phenotype Microarrays
28. Panel Count Data Regression with Informative Observation Times
29. Sample Size Requirements for Interval Estimation of the Kappa Statistic for Interobserver Agreement Studies with a Binary Outcome and Multiple Raters
30. A Small Sample Correction for Estimating Attributable Risk in Case-Control Studies
31. Two-Level Stochastic Search Variable Selection in GLMs with Missing Predictors
32. Survival Models in Health Economic Evaluations: Balancing Fit and Parsimony to Improve Prediction
33. Interval Estimation of Some Epidemiological Measures of Association
34. Reader's Reaction
35. Comment: Analyzing Propensity Score Matched Count Data
36. Comment: Measures to Summarize and Compare the Predictive Capacity of Markers
37. Rejoinder to Nancy Cook's Comment on "Measures to Summarize and Compare the Predictive Capacity of Markers"