Vehicle depreciation quantiles by age, powertrain, and vehicle type

Retention rate (price / MSRP) quantiles for used vehicles, computed at 3-month age bins from vehicle listings data. Only used vehicles with valid price and MSRP values are included, with ages ranging from 12 to 180 months (15 years). Quantiles are provided at the 25th, 50th, and 75th percentiles across various groupings of powertrain and vehicle type.

Usage

data(depreciation)

Format

A tibble with 6,486 rows and 5 variables:

Variable	Description
age_bin	Midpoint of 3-month age bin in months (e.g., 13.5, 16.5, ..., up to 180)
powertrain	Powertrain category: "All", "Gasoline", "Battery Electric (BEV)", "BEV (Tesla)", "BEV (Non-Tesla)", "Hybrid Electric (HEV)", "Plug-In Hybrid Electric (PHEV)", "Diesel", "Flex Fuel (E85)"
vehicle_type	Vehicle type: "All", "Car", "CUV", "SUV", "Pickup", "Minivan"
quantile	Quantile level (25, 50, or 75)
rr	Retention rate (price / MSRP) at the given quantile

Source

Computed from used vehicle listings data from Marketcheck.

Examples

data(depreciation)

head(depreciation)
#> # A tibble: 6 × 5
#>   age_bin powertrain vehicle_type quantile    rr
#>     <dbl> <chr>      <chr>           <dbl> <dbl>
#> 1    13.5 All        All                25 0.808
#> 2    13.5 All        All                50 0.943
#> 3    13.5 All        All                75 1.09 
#> 4    16.5 All        All                25 0.760
#> 5    16.5 All        All                50 0.901
#> 6    16.5 All        All                75 1.05