RStudio for Six Sigma - Monte Carlo Simulation

ofrecido por
Coursera Project Network
En este proyecto guiado, tú:

Generate Continuous, Discrete and Categorical Data (Xs) Using Statistical Distributions

Create A Transfer Function That Relates The Xs With The Y (Dependent Variable)

Perform Monte Carlo Simulation & Sensitivity Analysis Using RStudio

Clock2 hours
BeginnerPrincipiante
CloudNo se necesita descarga
VideoVideo de pantalla dividida
Comment DotsInglés (English)
LaptopSolo escritorio

In this 2-hour long project-based course, you will learn how to 1. Generate Continuous, Discrete and Categorical Data (Xs) Using Statistical Distributions 2. Create A Transfer Function That Relates The Xs With The Y (Dependent Variable) 3. Perform Monte Carlo Simulation & Sensitivity Analysis Using RStudio Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Habilidades que desarrollarás

  • R Programming
  • Data Analysis
  • Monte Carlo Method
  • Six Sigma
  • Rstudio

Aprende paso a paso

En un video que se reproduce en una pantalla dividida con tu área de trabajo, tu instructor te guiará en cada paso:

  1. Random Generation of Categories & Integers Based On Uniform, Binomial, Poission and User Defined Statistical Distributions using RStudio.

  2. Random Generation of Continuous Data Based On Uniform, Normal, Log-normal, Exponential, Gamma and Triangular Statistical Distributions using RStudio.

  3. Example 1: Development of a Transfer Function Linking Xs with Y, and Perform Monte Carlo Simulation

  4. Example 2: Develop Transfer Function Using RStudio's "Function" Feature. Peform Monte Carlo Simulation.

  5. Perform Sensitivity Analysis Using Two Approaches. (A) Sensitivity of a Transfer Function at given Xs. (B) Sensitivity Analysis over a range of Simulated Xs.

Cómo funcionan los proyectos guiados

Tu espacio de trabajo es un escritorio virtual directamente en tu navegador, no requiere descarga.

En un video de pantalla dividida, tu instructor te guía paso a paso

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