Related Experiment Video
Updated: Jun 24, 2026

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
[Non-parametric methods for estimating confidence intervals around the incremental cost-effectiveness ratio]
Michele Petrinco1, Dario Gregori, Fulvio Lazzarato
1Dipartimento di sanità pubblica e microbiologia, Università di Torino.
Abstract:
In recent years, cost-effectiveness analysis has become a frequent component of randomized clinical trials. In statistical terms, the major efforts addressed the method for estimating the Incremental Cost Effectiveness Ratio (ICER) and its confidence interval both with parametric and non-parametric methods. The goal of the present work is to briefly present the main non-parametric methods, based on a bootstrap approach. The methods which have been considered were applied to the data of a randomized clinical trial comparing two alternative approaches to treat hepatocellular carcinoma. The example shows that the application of different methods leads to significantly different confidence intervals' estimates, with consequences on the interpretation of the study results.
Related Concept Videos
Introduction to Nonparametric Statistics
One of...
Confidence Intervals
A confidence...
Statistical Inference Techniques in Hypothesis Testing: Parametric Versus Nonparametric Data
Parametric statistics, as the name suggests, assumes that data follow a specific distribution, often a normal distribution. This assumption enables robust hypothesis testing and estimation. Parametric methods, like the Student's t-test or Goodness-of-fit test, are frequently employed in biostatistics due to their robustness. For instance, comparing...
Interpretation of Confidence Intervals
Confidence intervals have confidence coefficients that are crucial for their interpretation. The most common confidence coefficients are 0.90, 0.95, and 0.99, which can be written as percentages–90%, 95%, and 99%, respectively.
Suppose a person calculates a confidence interval with a confidence coefficient of 0.95. In that case, they can...
Confidence Interval for Estimating Population Mean
A confidence interval for the mean is a range of values that provides an estimate of the population mean. As the...
Confidence Coefficient

