nof1gen: nof1gen: A package for N of 1 clinical trial analysis using...
In arisp99/nof1gen: Analyzes N-Of-1 clinical trials

Description Details Format of input data

A package for analyzing N of 1 clinical trials

An N of 1 trial is a clinical trial in which a single patient is the entire trial, a single case study. The main purpose of this package is to create a method to analyize a standard N of 1 clinical trial. It can fit bayesian versions of linear regression, logistic/ordinal regression, and poisson regression. Package includes number of different plotting tools for visualization.

The file must contain two parts, the data section and the metadata section. The data section should contain all the data from the outcomes considered during the trial. For each outcome, we will have a list (time series) of the treatment the patient was on at the time followed by a list (time series) of all the data points collected. These two lists should be the same length although different outcomes can have different lengths. The metadata section will then contain the user_id, the trigger, the design of the trial, the start and end date (YYYY-MM-DD), followed by the response type of each of the outcomes, either normal, binomial, poisson, or ordinal. The response types must be in the same order as the outcomes in the data section and must be the last pieces of information in the metadata section. Refer to afib_form.json and diet_form.json for two examples in the data-raw folder.

arisp99/nof1gen documentation built on May 19, 2019, 9:37 p.m.