Article
Publicly Available
Comment: Analyzing Propensity Score Matched Count Data
-
Liang Li
Published/Copyright:
January 15, 2010
Published Online: 2010-1-15
©2011 Walter de Gruyter GmbH & Co. KG, Berlin/Boston
Articles in the same Issue
- Article
- Comparison of Estimators for Measures of Linkage Disequilibrium
- Comparing Mortality in Renal Patients on Hemodialysis versus Peritoneal Dialysis Using a Marginal Structural Model
- Estimation of Modified Concordance Ratio in Sib-Pairs: Effect of Consanguinity on the Risk of Congenital Heart Diseases
- Lack of Fit in Self Modeling Regression: Application to Pulse Waveforms
- A Comparison of Variable Selection Approaches for Dynamic Treatment Regimes
- Non-Markov Multistate Modeling Using Time-Varying Covariates, with Application to Progression of Liver Fibrosis due to Hepatitis C Following Liver Transplant
- A Pseudo-EM Algorithm for Clustering Incomplete Longitudinal Data
- A Corrected Likelihood Approach for the Nonlinear Transformation Model with Application to Fluorescence Lifetime Measurements Using Exponential Mixtures
- Confidence Intervals for Negative Binomial Random Variables of High Dispersion
- A Comparison of the Statistical Power of Different Methods for the Analysis of Repeated Cross-Sectional Cluster Randomization Trials with Binary Outcomes
- A Note on the Effect on Power of Score Tests via Dimension Reduction by Penalized Regression under the Null
- Simple, Efficient Estimators of Treatment Effects in Randomized Trials Using Generalized Linear Models to Leverage Baseline Variables
- Ordinal Regression Models for Continuous Scales
- Evaluation of Incidence Rates in Pre-Clinical Studies Using a Williams-Type Procedure
- Estimating Multilevel Logistic Regression Models When the Number of Clusters is Low: A Comparison of Different Statistical Software Procedures
- Collaborative Double Robust Targeted Maximum Likelihood Estimation
- An Application of Collaborative Targeted Maximum Likelihood Estimation in Causal Inference and Genomics
- A Unified Approach for Nonparametric Evaluation of Agreement in Method Comparison Studies
- A Principal Stratification Approach to Assess the Differences in Prognosis between Cancers Caused by Hormone Replacement Therapy and by Other Factors
- Collaborative Targeted Maximum Likelihood for Time to Event Data
- A Stochastic EM Type Algorithm for Parameter Estimation in Models with Continuous Outcomes, under Complex Ascertainment
- Simple Nonparametric Confidence Regions for the Evaluation of Continuous-Scale Diagnostic Tests
- A Targeted Maximum Likelihood Estimator of a Causal Effect on a Bounded Continuous Outcome
- Bivariate Zero-Inflated Regression for Count Data: A Bayesian Approach with Application to Plant Counts
- Fast Function-on-Scalar Regression with Penalized Basis Expansions
- Statistical Methods for Comparative Phenomics Using High-Throughput Phenotype Microarrays
- Panel Count Data Regression with Informative Observation Times
- Sample Size Requirements for Interval Estimation of the Kappa Statistic for Interobserver Agreement Studies with a Binary Outcome and Multiple Raters
- A Small Sample Correction for Estimating Attributable Risk in Case-Control Studies
- Two-Level Stochastic Search Variable Selection in GLMs with Missing Predictors
- Survival Models in Health Economic Evaluations: Balancing Fit and Parsimony to Improve Prediction
- Interval Estimation of Some Epidemiological Measures of Association
- Reader's Reaction
- Comment: Analyzing Propensity Score Matched Count Data
- Comment: Measures to Summarize and Compare the Predictive Capacity of Markers
- Rejoinder to Nancy Cook's Comment on "Measures to Summarize and Compare the Predictive Capacity of Markers"
Keywords for this article
propensity score;
statistical inference;
Poisson;
rate ratio
Articles in the same Issue
- Article
- Comparison of Estimators for Measures of Linkage Disequilibrium
- Comparing Mortality in Renal Patients on Hemodialysis versus Peritoneal Dialysis Using a Marginal Structural Model
- Estimation of Modified Concordance Ratio in Sib-Pairs: Effect of Consanguinity on the Risk of Congenital Heart Diseases
- Lack of Fit in Self Modeling Regression: Application to Pulse Waveforms
- A Comparison of Variable Selection Approaches for Dynamic Treatment Regimes
- Non-Markov Multistate Modeling Using Time-Varying Covariates, with Application to Progression of Liver Fibrosis due to Hepatitis C Following Liver Transplant
- A Pseudo-EM Algorithm for Clustering Incomplete Longitudinal Data
- A Corrected Likelihood Approach for the Nonlinear Transformation Model with Application to Fluorescence Lifetime Measurements Using Exponential Mixtures
- Confidence Intervals for Negative Binomial Random Variables of High Dispersion
- A Comparison of the Statistical Power of Different Methods for the Analysis of Repeated Cross-Sectional Cluster Randomization Trials with Binary Outcomes
- A Note on the Effect on Power of Score Tests via Dimension Reduction by Penalized Regression under the Null
- Simple, Efficient Estimators of Treatment Effects in Randomized Trials Using Generalized Linear Models to Leverage Baseline Variables
- Ordinal Regression Models for Continuous Scales
- Evaluation of Incidence Rates in Pre-Clinical Studies Using a Williams-Type Procedure
- Estimating Multilevel Logistic Regression Models When the Number of Clusters is Low: A Comparison of Different Statistical Software Procedures
- Collaborative Double Robust Targeted Maximum Likelihood Estimation
- An Application of Collaborative Targeted Maximum Likelihood Estimation in Causal Inference and Genomics
- A Unified Approach for Nonparametric Evaluation of Agreement in Method Comparison Studies
- A Principal Stratification Approach to Assess the Differences in Prognosis between Cancers Caused by Hormone Replacement Therapy and by Other Factors
- Collaborative Targeted Maximum Likelihood for Time to Event Data
- A Stochastic EM Type Algorithm for Parameter Estimation in Models with Continuous Outcomes, under Complex Ascertainment
- Simple Nonparametric Confidence Regions for the Evaluation of Continuous-Scale Diagnostic Tests
- A Targeted Maximum Likelihood Estimator of a Causal Effect on a Bounded Continuous Outcome
- Bivariate Zero-Inflated Regression for Count Data: A Bayesian Approach with Application to Plant Counts
- Fast Function-on-Scalar Regression with Penalized Basis Expansions
- Statistical Methods for Comparative Phenomics Using High-Throughput Phenotype Microarrays
- Panel Count Data Regression with Informative Observation Times
- Sample Size Requirements for Interval Estimation of the Kappa Statistic for Interobserver Agreement Studies with a Binary Outcome and Multiple Raters
- A Small Sample Correction for Estimating Attributable Risk in Case-Control Studies
- Two-Level Stochastic Search Variable Selection in GLMs with Missing Predictors
- Survival Models in Health Economic Evaluations: Balancing Fit and Parsimony to Improve Prediction
- Interval Estimation of Some Epidemiological Measures of Association
- Reader's Reaction
- Comment: Analyzing Propensity Score Matched Count Data
- Comment: Measures to Summarize and Compare the Predictive Capacity of Markers
- Rejoinder to Nancy Cook's Comment on "Measures to Summarize and Compare the Predictive Capacity of Markers"