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EQUALPrognosis (version 0.1.2)

Analysing Prognostic Studies

Description

Functions that help with analysis of prognostic study data. This allows users with little experience of developing models to develop models and assess the performance of the prognostic models. This also summarises the information, so the performance of multiple models can be displayed simultaneously. This minor update fixes issues related to memory requirements with large number of simulations and deals with situations when there is overfitting of data. Gurusamy, K (2026).

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Version

Install

install.packages('EQUALPrognosis')

Version

0.1.2

License

GPL (>= 3)

Maintainer

Kurinchi Gurusamy

Last Published

February 4th, 2026

Functions in EQUALPrognosis (0.1.2)

create_generic_input_parameters

Create generic input parameters
guess_data_types

Guess data types
prepare_datasets

Prepare simulated datasets from the entire dataset
compile_results

Run the analysis and compile the results.
create_specific_input_parameters

Create specific input parameters
process_data

Process the data
perform_analysis

Perform analysis
calculate_actual_predicted

Calculate actual and predicted values
calculate_performance

Calculate performance of prognostic models
get_outcome_status_at_specific_time

Get outcome status at specific time