README.md

Marked Point Process

---

• Marked Point Process
  • Presentation
  • Project
  • Author
  • Requirements
  • Data
  • Boards
    • Home
    • Plot
    • Histogram
    • Density
    • F G J and K Functions
    • Orientation analysis
    • Mark Filter
    • K-Means
  • Links

Presentation

Marked Point Process is a DashBoard in R.
You can load specific data and estimate the main charactical functions and properties.

Project

Spatial Statistic project at TELECOM Nancy x Faculté des sciences et technologies x Ecole des Mines de Nancy

Professor :

• Radu Stoica

Author

• ABDOULHOUSSEN Hamza

Requirements

library(shiny)
library(shinydashboard)
library(shinyjs)
library(markdown)
library(ggplot2)
library(spatstat)

Data

• amacrine
• anemones
• ants
• betacells
• bramclecanes

data are imported from spatstat r package data

Boards

Home

You choose the data set and see the description

Plot

Plot the point pattern and the marks

Histogram

See the number of points for each mark

Density

See the density in the window

F G J and K Functions

See spatial statistice estimation of F G J and K Functions

Orientation analysis

Create orientation mark with the points and plot each orientation

Mark Filter

• Choose a mark

See the plot for the points with the chosen mark

K-Means

• Choose the number of clusters
• Choose the number of iterations
• Choose the method

You can see the original plot and a plot with the clusters made by K-means

Links

• Shiny Tutorial