A scoping methodological review of simulation studies comparing ...

There is substantial interest in the adaptation and application of so-called machine learning approaches to prognostic modelling of censored ...

It is vital that method comparisons are unbiased and comprehensive, and this should be the goal even if realising it is difficult.

A scoping methodological review of simulation studies comparing ...

An advantage of a simulation study is that the conditions under which the data are generated can be known, which allows us to evaluate a ...

[PDF] A scoping methodological review of simulation studies ...

A scoping review of how machine learning methods have been compared to traditional survival models is conducted to identify the comparisons that have been ...

A scoping methodological review of simulation studies comparing ...

Title. A scoping methodological review of simulation studies comparing statistical and machine learning approaches to risk prediction for time-to-event data ...

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A scoping methodological review of simulation studies comparing ...

There is substantial interest in the adaptation and application of so-called machine learning approaches to prognostic modelling of censored time-to-event ...

Simulation studies and methodological reviews

Simulation studies are a great way to shed light on things like non-convergence, which you might not get this from analytic results. · The ...

GtR (ukri.org)

A scoping methodological review of simulation studies comparing statistical and machine learning approaches to risk prediction for time-to-event data. (2022).

A scoping review of simulation models of peer review | Scientometrics

This scoping review is an attempt to understand the current state of simulation studies of peer review. Based on 46 articles identified through literature ...

[PDF] A systematic review of simulation studies which compare ...

This review aimed to identify simulation studies which compare instrumental variable methods, assess the extent to which certain methods have been ...

(PDF) A scoping review of simulation models of peer review

Thus, the resulting body of literature consists of a large variety of models, hinging on incompatible assumptions, which have not been compared, and whose ...

A systematic review of simulation studies which compare existing ...

Publication language. Papers published in the English language. Page 6. Page 5 of 19. Abell et al. BMC Medical Research Methodology. ( ...

Health Data Research Innovation Gateway

... compared and evaluated against existing methods in a variety of scenario... A scoping methodological review of simulation studies comparing ...

Statistical, hybrid and machine learning methods included in each of ...

A scoping methodological review of simulation studies comparing statistical ... A recent scoping review of simulation studies comparing statistical and ...

Volume 6, issue 1 | Diagnostic and Prognostic Research

Content type: Research; Open Access; Published: 16 June 2022; Article: 11. A scoping methodological review of simulation studies comparing statistical and ...

On the role of benchmarking data sets and simulations in method ...

Most manuscripts on statistical methodology rely on simulation studies and provide a single real-world data set as an example to motivate and ...

A protocol for a scoping review of the use of mental simulation and ...

In this review, qualitative and quantitative studies evaluating the decision-making skills of undergraduate nursing students and using full-scale simulation ...

Simulation-based Active Learning for Systematic Reviews - OSF

Yet, the systematic review is a widely used and trusted form of research because of its methodological approach, complete data collection, and ...

Methodological approaches and competence areas of nursing ...

Review. Methodological approaches and competence areas of nursing students in virtual reality simulation research – A scoping review. Author links open ...