Lectures

This page will contain notes from lectures that were used to prepare the slides. Feel free to use this in conjunction with slides and demo notebooks as you prepare for your weekly quizzes and work through the labs. To view the HTML version of the lecture please open the link, save it to your computer as ‘lecture.html’ and open from the file explorer with the browser of your choice.

List of Lectures and associated slides

1	Lecture 01	Course Intro	HTML	PDF	IPYNB
2	Lecture 02	Review of Basic Stats	HTML	PDF	IPYNB
3	Lecture 03	Geographic Data	HTML	PDF	IPYNB
4	Lecture 04	Distance & Adjacency	HTML	PDF	IPYNB
5	Lecture 05	Geovisualization	HTML	PDF	IPYNB
6	Lecture 06	Classification and Point Pattern Analysis	HTML	PDF	IPYNB
7	Lecture 07	Inferential Statistics and Hypothesis Testing	HTML	PDF	IPYNB
8	Lecture 08	Comparing Means (t-tests and ANOVA)	HTML	PDF	IPYNB
9	Lecture 09	From Correlation to Spatial Autocorrelation	HTML	PDF	IPYNB
10	Lecture 10	Global Spatial Autocorrelation	HTML	PDF	IPYNB
11	Lecture 11	Local Spatial Autocorrelation	HTML	PDF	IPYNB
12	Lecture 12	From Distance Functions to Clustering	HTML	PDF	IPYNB
13	Lecture 13	Clustering and Regionalization	HTML	PDF	IPYNB
14	Lecture 14	Clustering Diagnostics	HTML	PDF	IPYNB
15	Lecture 15	Linear Regression	HTML	PDF	IPYNB
16	Lecture 16	Regression Diagnostics. Spatial Regression.	HTML	PDF	IPYNB
17	Lecture 17	Spatial Regression Continued	see links above	see links above	see links above
18	Lecture 18	Geographically Weighted Regression (GWR)	HTML	PDF	IPYNB