Code Monkey home page Code Monkey logo

sar-2021-002-jf's Introduction

Implant failure rates in a knee prosthesis sub-population of the Helios Klinikum Berlin-Buch hospitals

Perform a time-to-failure analysis to estimate implant loosening rates in a sample of knee prosthesis patient data from the Helios Klinikum Berlin-Buch hospitals

Statistical Analysis for Jens Freitag (Helios Klinikum Berlin-Buch, 2021)

Analyses performed

  1. Descriptive analysis
  2. Inferential analysis
  3. Survival analysis

Documents

Analytical Plan (SAP)

Statistical Analysis Report (SAR)

Portfolio

This analysis is included in the consultant's portfolio. Other analyses performed can also be seen at:

https://philsf-biostat.github.io/

sar-2021-002-jf's People

Watchers

avatar avatar

sar-2021-002-jf's Issues

Report: results v01

  • descriptive
  • inferential
  • models
  • change time to failure to loosening hazard
  • update style
  • render DOCX
  • save PDF
  • update SAP (title) DOCX/PDF
  • update README

SAP v01

  • analysis objective
  • Intro + context [optional]
  • variables selection
  • data cleaning and manipulation procedures
  • outcomes definitions
  • statistical methods

Get feedback from client, and if accepted as is:

  • copy content to draft report

New data received

Updated dataset received, including more patients.

  • double check the cleaning routine for past and new patients
  • double check the manipulation routine for past and new patients
  • check age, time and event for new patients

Figures & plots

  • figure 1
  • exploratory plots
  • save plot files
  • describe figure 1

Data preparation

  • data import
  • data cleaning
  • data manipulation
  • variable selection

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.