How to fill missing data using advanced imputation techniques in R? To watch the tutorial videos Video part 1: https://youtu.be/T3kFrdhXap0 Video part 2: https://youtu.be/XmhcKjNVtc0 Happy learning! Omar F. Althuwaynee
To watch the video, please click here To download the exercise data, please click here For any inquiries, please leave a comment. Best regards Omar F. Althuwaynee
How to easily produce testing binary data for the prediction mapping validation? To watch the video, please click here For any inquiries, please leave a comment. Best regards Omar F. Althuwaynee
Omar F. Althuwaynee PhD. GIS and Geomatics Engineering. "Prediction mapping using Logistic Regression in ArcGIS and R environment" Course video tutorials Part 1- Prediction mapping:introduction to Logistic regression in GIS environment Part 2- Prediction mapping:Logistic regression in GIS: Prepare binary training data by ArcGIS Part 3- Prediction mapping:Export data from ArcGIS and set R working environment and packages Part 4- Prediction mapping:Import and plotting GIS data in R environment Part 5- Prediction mapping:Prepare, resample and save Raster data format in R environment. Part 6- Prediction mapping:Run multivariate Logistic regression and export reports using GIS data in R environment Part 7- Prediction mapping:Find AUC (area under curve) and plot ROC plot using R for prediction map accuracy assessment. Part 8- Prediction mapping:Plot Logistic regression (logit S curve shape) using GIS data in R. Part 9- Prediction map