Man pages for jakespiteri/chicagocrime
Organises and Explores the Chicago Crime Dataset
| add_density_attributes_to_data | Add density attributes to data |
| add_location_to_population_data | Add Location Data |
| all_crime | Chicago Crime data from 2001 to 2019 |
| auc_in | AUC Calculator |
| block_boundaries | Chicago Census Block Boundaries |
| block_populations | Chicago Population data by Census block |
| census | Chicago Census data from 2008-2012 |
| cleanData | Clean Data |
| create_spatial_attributes | Create spatial attributes |
| cv.lr | Cross-Validation of Logistic Regression Model |
| fit_kde | Fit Kernel Density Estimator |
| formatData | Format crime data to include census and police station data |
| get_error | Match Error Function |
| irls.lr | Iteratively Re-weighted Least Squares |
| joinLonLat | Join by Longitude/Latitude |
| loglik_lr | Bernoulli distribution log-likelihood |
| log_score | Log Score |
| lr | Logistic Regression |
| make_population_data_for_kde | Format population data |
| plot_kde | Plot Kernel Density Estimate |
| police_stations | Chicago Police Station locations |
| predict.lr | Predict from a Logistic Regression model |
| print.lr | Print Logistic Regression Model |
| process_geom_string | Geom string process Process 'the_geom' string to return block... |
| roc.lr | Receiver Operating Characteristic (ROC) curve |
| sigmoid | Sigmoid function |
