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Considerations for Statistical Analysis in Observational Comparative Effectiveness Research

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Considerations for Statistical Analysis in Observational Comparative Effectiveness Research

Keywords: comparative effectiveness research | observational | statistical analysis | background

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Outline of Material

Keywords: comparative effectiveness research | key considerations | statistical analysis | outline

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Introduction

Keywords: comparative effectiveness | statistical methods | analysis

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Descriptive Statistics and Unadjusted Analysis

Keywords: descriptive statistics | unadjusted analysis

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Adjusted Analysis

Keywords: confounder control | mutivariable regression | adjusted analysis

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Model Selection

Keywords: model selection

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Propensity Scores

Keywords: propensity scores

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Disease Risk Scores

Keywords: disease risk scores

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Instrumental Variables

Keywords: instrumental variables

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Missing Data Considerations

Keywords: missing data

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Time-Varying Exposures/Covariates

Keywords: time varying exposures | covariates | Cox regression | inverse-probability-of-treatment | intent-to-treat

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Conclusion

Keywords: conclusion | statistical analysis | observational comparative effectiveness research

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