DATA589/Lectures.Rmd at main · NoonanM/DATA589 · GitHub

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---
title: "Course lectures for DATA 589: Spatial Statistics"
output: html_document
---

```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE)
```

Lecture slides and recordings for DATA 589: Spatial Statistics.

<br />

***
# Introduction to Spatial Data
***
<br />

#### Lecture 01 - Course Intro

<a href="Lectures/01_Intro.pdf" target="_blank">Slides.</a>

<a href="https://ubc.zoom.us/rec/share/TeU6bSi6WnB9A3W9V-EtU7DaIltc8KtljhNsI2wB3qPk8vziQm2LLdear6dVHtLV.GPhkZkF8GYsxZUel" target="_blank">Recording.</a>


***
# Point Processes
***
<br />

#### Lecture 02 - Spatial Intensity

<a href="Lectures/02_Point_Process_Intro.pdf" target="_blank">Slides.</a>

<a href="https://ubc.zoom.us/rec/share/Ugc1xGKISTbWMYW2fKMtX8smxi7pr3YSD54QgV8G99eAO_KaXDgSX6cKu-CtAJ--.GuQW-KoATJJG3z47?startTime=1711643635000" target="_blank">Recording.</a>

#### Lecture 03 - Spatial Correlations

<a href="Lectures/03_Point_Processes_2_Correlations.pdf" target="_blank">Slides.</a>

<a href="https://ubc.zoom.us/rec/share/Z_dxFakdBufbiFQ4IWDmrx5lHyMMP6KYoKpPF04C7nIdivWG6pFOrlEw8j78HEdG.MEs5jPefxfKretvA" target="_blank">Recording.</a>

#### Lecture 04 - Poisson Point Processes

<a href="Lectures/04_PP_3_Poisson_Models.pdf" target="_blank">Slides.</a>

<a href="https://ubc.zoom.us/rec/share/xs4UI_ryfW9p2NdFd4nuF6seI-TaYr2AnZjzr5aqnWrRHoXzs6M3L7nSh8v_Njo2.9e3uB7_cNVP7rGMC" target="_blank">Recording.</a>

#### Lecture 05 - Poisson Point Processes Model Validation

<a href="Lectures/05_PP_4_Model_Validation.pdf" target="_blank">Slides.</a>

<a href="https://ubc.zoom.us/rec/share/XBM7M4bWowa84wEgl9o0I5VN1QIjY7m8xOpiirDw8JDG8UbXcUoim_gihJpinRwm.gQgaNu88nqmvWFEl" target="_blank">Recording.</a>

<br />

***
# Spatial Autocorrelation
***
<br />

#### Lecture 06 - Variograms

<a href="Lectures/06_Spatial_Autocorrelation.pdf" target="_blank">Slides.</a>

<a href="https://ubc.zoom.us/rec/share/ibAvoza_PtxwqoTYirIZq0HCz-AMOkC-t-2PjM23NMdVjfKayzQdf9oECJyRBe6u.BkHSPfya2P-00vvA" target="_blank">Recording.</a>

#### Lecture 07 - Kriging

<a href="Lectures/07_Kriging.pdf" target="_blank">Slides.</a>

<a href="https://ubc.zoom.us/rec/share/5A_eGyg3mHbPm4oTtTXRdrCPJ2YdtmiWmFfV7OX0FzX2F8VvVbS1x7i66R1Pny5d.cx0FM5S7QiFI3jVe" target="_blank">Recording.</a>

#### Lecture 08 - Kriging with covariates

<a href="Lectures/08_coKriging.pdf" target="_blank">Slides.</a>

<a href="https://ubc.zoom.us/rec/share/uIpKBzYL2XpBy_GIhCa-qeiAoRk719rXPGsp1ZVnQp0q8UifaBm8_0Ge2bywEohd.FaNoBr9qPajUd4in" target="_blank">Recording.</a>

<br />