Panel Econometrics for the Effect of Police Stop and Search on
Recorded Crime
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Documentation for package ‘streetlamp’ version 0.2.0
Help Pages
| lamp_adjacency | Spatial adjacency for a set of areas |
| lamp_adjacency_from_nb | Build an adjacency object from a neighbour list |
| lamp_allocation | How stop and search activity follows recorded crime |
| lamp_archive_download | Download force-month files from the data.police.uk archive |
| lamp_archive_index | Index of the data.police.uk archive |
| lamp_archive_register | Register a locally downloaded archive zip |
| lamp_archive_snapshot | Snapshot of the archive files held locally |
| lamp_area_lookup | Area hierarchy for 2021 LSOAs |
| lamp_bank_holidays | Bank holidays in England and Wales |
| lamp_boundaries | ONS digital boundaries as an sf layer |
| lamp_cache_clear | Location of the streetlamp cache |
| lamp_cache_dir | Location of the streetlamp cache |
| lamp_changelog | The data.police.uk changelog as a table of refresh and gap notes |
| lamp_colours | The colours streetlamp draws with |
| lamp_contract | The panel contract |
| lamp_coverage | Coverage audit: which force-months exist, and can be compared |
| lamp_coverage_compare | Coverage audit: which force-months exist, and can be compared |
| lamp_crimes_prevented | Convert an estimate into crimes prevented per thousand searches |
| lamp_crime_types | Crime type classification used by data.police.uk |
| lamp_deprivation | Small-area deprivation indices for England and Wales |
| lamp_design_audit | Audit the support and assumptions of an intervention design |
| lamp_detect_surges | Detect surges in stop and search activity |
| lamp_did_staggered | Difference-in-differences with staggered adoption |
| lamp_displacement_quotient | Weighted displacement quotient |
| lamp_effect_summary | Summarise effects using their joint covariance |
| lamp_elasticity | Elasticity of crime with respect to stop and search |
| lamp_elasticity_robustness | Evaluate an explicit elasticity specification grid |
| lamp_event_study | Event study around a dated intervention |
| lamp_forces | Police forces in the data.police.uk archive |
| lamp_list_versions | List the archive versions of every force-month file |
| lamp_lsoa_codes | ONS LSOA code lists and the 2011 to 2021 lookup |
| lamp_lsoa_lookup | ONS LSOA code lists and the 2011 to 2021 lookup |
| lamp_lsoa_vintage | Detect whether LSOA codes are 2011 or 2021 vintage |
| lamp_map | Map a panel column, an area-level estimate or a synthetic control's donors |
| lamp_map.lamp_elasticity | Map a panel column, an area-level estimate or a synthetic control's donors |
| lamp_map.lamp_estimate | Map a panel column, an area-level estimate or a synthetic control's donors |
| lamp_map.lamp_panel | Map a panel column, an area-level estimate or a synthetic control's donors |
| lamp_map.lamp_synth | Map a panel column, an area-level estimate or a synthetic control's donors |
| lamp_outcome_types | Outcome classification used by data.police.uk |
| lamp_panel | Build an area-by-month panel of crime and stops |
| lamp_placebo | Placebo tests for a streetlamp estimate |
| lamp_population | Census 2021 usual resident population by area |
| lamp_pretrends | Test and interpret pre-trends |
| lamp_read_crime | Read street-level crime records from the archive |
| lamp_read_outcomes | Read outcome records from the archive |
| lamp_read_stop_counts | Count stops by area and month |
| lamp_report | Build a report on a panel and the estimates made from it |
| lamp_revintage | Re-vintage LSOA codes between 2011 and 2021 |
| lamp_s60_legislation | Legislation label for Section 60 searches |
| lamp_sample_boundaries | The bundled sample panel and boundaries |
| lamp_sample_panel | The bundled sample panel and boundaries |
| lamp_select_version | Select one archive version per force-month file |
| lamp_shocks | National policy shocks affecting stop and search or recorded crime |
| lamp_simulate | Simulate a panel with a known treatment effect |
| lamp_simulation_truth | Recover exact expected outcomes from a simulated panel |
| lamp_spillover | Own-area and neighbour effects estimated together |
| lamp_synth | Synthetic control for a single treated area or force |
| lamp_table | A presentation-ready table from a streetlamp object |
| lamp_table.lamp_coverage | A presentation-ready table from a streetlamp object |
| lamp_table.lamp_did_staggered | A presentation-ready table from a streetlamp object |
| lamp_table.lamp_estimate | A presentation-ready table from a streetlamp object |
| lamp_table.lamp_event_study | A presentation-ready table from a streetlamp object |
| lamp_table.lamp_pretrends | A presentation-ready table from a streetlamp object |
| lamp_table.lamp_synth | A presentation-ready table from a streetlamp object |
| lamp_theme | The ggplot2 theme streetlamp plots use |
| lamp_treatment | Define the treatment |
| lamp_trend_sensitivity | Sensitivity to a specified differential linear trend |
| lamp_twfe | Two-way fixed effects estimate of the effect of stops on crime |
| lamp_version_diff | Compare the archive versions of one force-month file |
| tidy.lamp_estimate | Tidy a streetlamp estimate |