problems in spatial statistics
play

Problems in spatial statistics Barry Rowlingson Research Fellow, - PowerPoint PPT Presentation

Jun 30, 2023 •160 likes •658 views

DataCamp Spatial Statistics in R SPATIAL STATISTICS IN R Problems in spatial statistics Barry Rowlingson Research Fellow, Lancaster University DataCamp Spatial Statistics in R DataCamp Spatial Statistics in R CHICAS Projects DataCamp

  1. DataCamp Spatial Statistics in R SPATIAL STATISTICS IN R Problems in spatial statistics Barry Rowlingson Research Fellow, Lancaster University

  2. DataCamp Spatial Statistics in R

  3. DataCamp Spatial Statistics in R CHICAS Projects

  4. DataCamp Spatial Statistics in R

  5. DataCamp Spatial Statistics in R CC-BY SA user justinc@wikipedia

  6. DataCamp Spatial Statistics in R

  7. DataCamp Spatial Statistics in R Geostatistical Data

  8. DataCamp Spatial Statistics in R Spatial Data

  9. DataCamp Spatial Statistics in R SPATIAL STATISTICS IN R Let's practice!

  10. DataCamp Spatial Statistics in R SPATIAL STATISTICS IN R Simulation and testing with spatstat Barry Rowlingson Research Fellow

  11. DataCamp Spatial Statistics in R Planar Coordinates

  12. DataCamp Spatial Statistics in R Points

  13. DataCamp Spatial Statistics in R Events

  14. DataCamp Spatial Statistics in R

  15. DataCamp Spatial Statistics in R

  16. DataCamp Spatial Statistics in R

  17. DataCamp Spatial Statistics in R Spatial Point Pattern

  18. DataCamp Spatial Statistics in R Spatial Point Process

  19. DataCamp Spatial Statistics in R Inference

  20. DataCamp Spatial Statistics in R

  21. DataCamp Spatial Statistics in R ppp Object Structure

  22. DataCamp Spatial Statistics in R Creating a ppp > R <- ppp(x = runif(100), y=runif(100)) > R Planar point pattern: 100 points window: rectangle = [0, 1] x [0, 1] units

  23. DataCamp Spatial Statistics in R Plots and summaries > summary(R) Planar point pattern: 100 points Average intensity 100 points ... Coordinates are given to 8 decimal ... Window: rectangle = [0, 1] x [0, 1] ... Window area = 1 square unit > plot(R)

  24. DataCamp Spatial Statistics in R Complete Spatial Randomness

  25. DataCamp Spatial Statistics in R The Quadrat T est

  26. DataCamp Spatial Statistics in R

  27. DataCamp Spatial Statistics in R

  28. DataCamp Spatial Statistics in R

  29. DataCamp Spatial Statistics in R SPATIAL STATISTICS IN R Let's practice!

  30. DataCamp Spatial Statistics in R SPATIAL STATISTICS IN R Further testing Barry Rowlingson Spatial Man

  31. DataCamp Spatial Statistics in R

  32. DataCamp Spatial Statistics in R

  33. DataCamp Spatial Statistics in R Nearest Neighbors

  34. DataCamp Spatial Statistics in R Nearest Neighbors

  35. DataCamp Spatial Statistics in R Nearest Neighbors

  36. DataCamp Spatial Statistics in R Nearest Neighbors

  37. DataCamp Spatial Statistics in R Nearest Neighbor Distances

  38. DataCamp Spatial Statistics in R Cumulative Distribution

  39. DataCamp Spatial Statistics in R Cumulative Distribution

  40. DataCamp Spatial Statistics in R spatstat G function G <- Gest(ps) plot(G)

  41. DataCamp Spatial Statistics in R Edge Correction

  42. DataCamp Spatial Statistics in R Ripley's K Function

  43. DataCamp Spatial Statistics in R Ripley's K Function

  44. DataCamp Spatial Statistics in R Ripley's K Function

  45. DataCamp Spatial Statistics in R Ripley's K Function

  46. DataCamp Spatial Statistics in R Simulate Data

  47. DataCamp Spatial Statistics in R K for Simulations

  48. DataCamp Spatial Statistics in R K for Simulations with K for Data

  49. DataCamp Spatial Statistics in R SPATIAL STATISTICS IN R Let's practice!

Download Presentation
Download Policy: The content available on the website is offered to you 'AS IS' for your personal information and use only. It cannot be commercialized, licensed, or distributed on other websites without prior consent from the author. To download a presentation, simply click this link. If you encounter any difficulties during the download process, it's possible that the publisher has removed the file from their server.

Recommend

A tutorial in spatial statistics for microscopy data analysis Ed Cohen Department of Mathematics,

A tutorial in spatial statistics for microscopy data analysis Ed Cohen Department of Mathematics,

A tutorial in spatial statistics for microscopy data analysis Ed Cohen Department of Mathematics, Imperial College London wwwf.imperial.ac.uk/ eakc07 QBI 2019 Spatial Statistics Spatial Statistics: Statistical theory and methodology for

590 views • 30 slides
Areal statistics Barry Rowlingson Research Fellow DataCamp Spatial Statistics in R Borders

Areal statistics Barry Rowlingson Research Fellow DataCamp Spatial Statistics in R Borders

DataCamp Spatial Statistics in R SPATIAL STATISTICS IN R Areal statistics Barry Rowlingson Research Fellow DataCamp Spatial Statistics in R Borders DataCamp Spatial Statistics in R US Congressional Borders DataCamp Spatial Statistics in

739 views • 42 slides
Spatial Data Consider a spatial process with continuous spatial index :

Spatial Data Consider a spatial process with continuous spatial index :

S PATIAL S TATISTICS IN THE P RESENCE OF L OCATION E RROR John Kornak Program in Spatial Statistics and Environmental Sciences (jk@stat.ohio-state.edu) Joint research with Noel Cressie and John Gabrosek

551 views • 25 slides
Geostatistical data Barry Rowlingson Geostatistician DataCamp Spatial Statistics in R Data

Geostatistical data Barry Rowlingson Geostatistician DataCamp Spatial Statistics in R Data

DataCamp Spatial Statistics in R SPATIAL STATISTICS IN R Geostatistical data Barry Rowlingson Geostatistician DataCamp Spatial Statistics in R Data DataCamp Spatial Statistics in R Total DataCamp Spatial Statistics in R Map DataCamp

610 views • 47 slides
Overview of Spatial Statistics Safraj Shahul Hameed &amp; Brian Reich Public Health Foundation of

Overview of Spatial Statistics Safraj Shahul Hameed &amp; Brian Reich Public Health Foundation of

Overview of Spatial Statistics Safraj Shahul Hameed &amp; Brian Reich Public Health Foundation of India &amp; North Carolina State University Common spatial methods in Epidemiology Distance calculations Spatial aggregation Clustering

654 views • 8 slides
Spatio-Temporal Smoothing of CO 2 Retrievals Noel Cressie Program in Spatial Statistics and

Spatio-Temporal Smoothing of CO 2 Retrievals Noel Cressie Program in Spatial Statistics and

Spatio-Temporal Smoothing of CO 2 Retrievals Noel Cressie Program in Spatial Statistics and Environmental Statistics Department of Statistics, The Ohio State University Matthias Katzfu ur Angewandte Mathematik, Universit Institut f at

617 views • 36 slides
Renewable Resources 690 Applied Multivariate and Spatial Statistics Something about me Laura

Renewable Resources 690 Applied Multivariate and Spatial Statistics Something about me Laura

Renewable Resources 690 Applied Multivariate and Spatial Statistics Something about me Laura Gray Post-doctoral Fellow www.ualberta.ca/~lkgray BSc in Mathematics, Statistics and Environmental Studies (UVIC, 2005) MSc in Forest Biology and

350 views • 10 slides
Spatial Statistics and Econometrics Roberto Patuelli Department of Economics University of

Spatial Statistics and Econometrics Roberto Patuelli Department of Economics University of

Spatial Statistics and Econometrics Roberto Patuelli Department of Economics University of Bologna EAERE- ETH European Winter School on Spatial Environmental and Resource Economics Structure Basic concepts, definitions, indicators

1.29k views • 90 slides
Spatial Literacy, Geographical Information Technologies, and Solutions to Societal Problems

Spatial Literacy, Geographical Information Technologies, and Solutions to Societal Problems

Spatial Literacy, Geographical Information Technologies, and Solutions to Societal Problems Donald Janelle, Program Director, spatial@ucsb Val Noronha, Digital Geographic Research Corporation Richard Church, Professor, Geography, UCSB Jake

605 views • 31 slides
Confident Spatial Analysis and Statistics in R &amp; GeoDa Fri 24 th May Dr Nick Bearman

Confident Spatial Analysis and Statistics in R &amp; GeoDa Fri 24 th May Dr Nick Bearman

Confident Spatial Analysis and Statistics in R &amp; GeoDa Fri 24 th May Dr Nick Bearman @nickbearmanuk 10am 4:00pm/4:30pm What will you get from the course? Using a range of GIS software to perform a range of spatial analysis

936 views • 80 slides
Rental Apartment Prices in the province of Zurich Assignment 1 for Spatial Statistics (STAT 946)

Rental Apartment Prices in the province of Zurich Assignment 1 for Spatial Statistics (STAT 946)

Data Non-spatial Spatial Trend Rental Apartment Prices in the province of Zurich Assignment 1 for Spatial Statistics (STAT 946) Adrian Waddell University of Waterloo October 9, 2008 Adrian Waddell (University of Waterloo) Rent October 9,

709 views • 34 slides
Choosing the Right Territory Geospatial Data &amp; Spatial Statistics in Insurance Analytics

Choosing the Right Territory Geospatial Data &amp; Spatial Statistics in Insurance Analytics

Choosing the Right Territory Geospatial Data &amp; Spatial Statistics in Insurance Analytics Special Topic: Modifiable Areal Unit Problem (MAUP) Satadru Sengupta Liberty Mutual Group Casualty Actuarial Society Annual Meeting Chicago November

337 views • 33 slides
Spatial Digitech Keep it s im ple Make it spatial About US Spatial Digitech is a provider of

Spatial Digitech Keep it s im ple Make it spatial About US Spatial Digitech is a provider of

Spatial Digitech Keep it s im ple Make it spatial About US Spatial Digitech is a provider of Spatial Technologies services delivering high quality products on time thanks to an efficient and complementary team of specialists not only

344 views • 8 slides
Variogram Calculation and Interpretation Spatial Statistics Coordinate and Data

Variogram Calculation and Interpretation Spatial Statistics Coordinate and Data

Reservoir Modeling with GSLIB Variogram Calculation and Interpretation Spatial Statistics Coordinate and Data Transformation Define the Variogram How to Calculate Variograms Visual Calibration Variogram

517 views • 24 slides
Spatial Statistics A Framework for Analyzing Geographically Referenced Data in Insurance

Spatial Statistics A Framework for Analyzing Geographically Referenced Data in Insurance

Spatial Statistics A Framework for Analyzing Geographically Referenced Data in Insurance Ratemaking Satadru Sengupta Personal Market Liberty Mutual Group CAS Ratemaking &amp; Product Management Seminar Chicago March 2010 Antitrust Notice

526 views • 26 slides
Probability and Statistics for Computer Science many problems are naturally

Probability and Statistics for Computer Science many problems are naturally

Probability and Statistics for Computer Science many problems are naturally classifica4on problems---Prof. Forsyth Credit: wikipedia Hongye Liu, Teaching Assistant Prof, CS361, UIUC, 10.29.2020 Last time Review of Covariance

767 views • 37 slides
Statistical aspects of determinantal point processes eric Lavancier , Fr ed Laboratoire de

Statistical aspects of determinantal point processes eric Lavancier , Fr ed Laboratoire de

Introduction Definition Simulation Parametric models Inference Statistical aspects of determinantal point processes eric Lavancier , Fr ed Laboratoire de Math ematiques Jean Leray, Nantes (France) Joint work with Jesper Mller

1k views • 57 slides
GDPP Learning Diverse Generations using Determinantal Point Process Mohamed Elfeki , Camille

GDPP Learning Diverse Generations using Determinantal Point Process Mohamed Elfeki , Camille

GDPP Learning Diverse Generations using Determinantal Point Process Mohamed Elfeki , Camille Couprie, Morgane Rivire and Mohamed Elhoseiny * https://github.com/M-Elfeki/GDPP Whats wrong with Generative models? Whats wrong with

576 views • 28 slides
DETERMINANTAL POINT PROCESSES FOR NATURAL LANGUAGE PROCESSING Jennifer Gillenwater Joint work

DETERMINANTAL POINT PROCESSES FOR NATURAL LANGUAGE PROCESSING Jennifer Gillenwater Joint work

DETERMINANTAL POINT PROCESSES FOR NATURAL LANGUAGE PROCESSING Jennifer Gillenwater Joint work with Alex Kulesza and Ben Taskar OUTLINE OUTLINE Motivation &amp; background on DPPs OUTLINE Motivation &amp; background on DPPs Large-scale

1.73k views • 155 slides
New developments in WRF-SFIRE Jan Mandel, Jonathan D. Beezley, Adam K. Kochanski, Volodymyr Y.

New developments in WRF-SFIRE Jan Mandel, Jonathan D. Beezley, Adam K. Kochanski, Volodymyr Y.

New developments in WRF-SFIRE Jan Mandel, Jonathan D. Beezley, Adam K. Kochanski, Volodymyr Y. Kondratenko, Martin Vejmelka University of Colorado Denver, University of Utah, CERFACS, Czech Academy of Sciences Research supported by NSF

451 views • 42 slides
JUST THE MATHS SLIDES NUMBER 19.7 PROBABILITY 7 (The Poisson distribution) by

JUST THE MATHS SLIDES NUMBER 19.7 PROBABILITY 7 (The Poisson distribution) by

JUST THE MATHS SLIDES NUMBER 19.7 PROBABILITY 7 (The Poisson distribution) by A.J.Hobson 19.7.1 The theory UNIT 19.7 - PROBABILITY 7 THE POISSON DISTRIBUTION 19.7.1 THE THEORY We recall that, in a binomial distribution of n trials,

324 views • 7 slides
Univariate areal data modeling In spatial epidemiology, interest in disease mapping, where we

Univariate areal data modeling In spatial epidemiology, interest in disease mapping, where we

Univariate areal data modeling In spatial epidemiology, interest in disease mapping, where we have data observed number of cases of disease in county i Y i = E i = expected number of cases of disease in county i Y i are random, but the E i are

363 views • 15 slides
Statistical Distributions in Simulation R.B. Lenin (rblenin@daiict.ac.in) Autumn 2007 R.B.

Statistical Distributions in Simulation R.B. Lenin (rblenin@daiict.ac.in) Autumn 2007 R.B.

Statistical Distributions in Simulation R.B. Lenin (rblenin@daiict.ac.in) Autumn 2007 R.B. Lenin (rblenin@daiict.ac.in) () Statistical Distributions in Simulation Autumn 2007 1 / 68 Outline Random Variables 1 Introduction Discrete

781 views • 50 slides
Math 186: 4.2 Poisson Distribution: Counting Crossovers in Meiosis 4.2 Exponential and 4.6 Gamma

Math 186: 4.2 Poisson Distribution: Counting Crossovers in Meiosis 4.2 Exponential and 4.6 Gamma

Math 186: 4.2 Poisson Distribution: Counting Crossovers in Meiosis 4.2 Exponential and 4.6 Gamma Distributions: Distance Between Crossovers Math 283: Ewens &amp; Grant 1.3.7, 4.1-4.2 Prof. Tesler Math 186 and 283 Winter 2019 Prof. Tesler

685 views • 31 slides

More recommend