Table 7. Parameter estimates in the U.S. Census Bureau West region in January 2023
Variable Description Parameter estimate Standard error T-value P-value > |t|

Intercept

Intercept 7.006 0.070 100.61 <.0001

Age

Current year less the year a unit was built (whether known or imputed) -0.015 0.002 -8.52 <.0001

Age2

Age squared 0.000 0.000 5.05 <.0001

Age3

Age cubed 0.000 0.000 -4.15 <.0001

AGE65PLS

The percentage of the block group’s population that are ages 65 years and older 0.038 0.051 0.74 0.461

Ageallrm

Age times the total number of rooms 0.001 0.000 5.88 <.0001

Agedtchd

Age for single, detached structures (0 otherwise) 0.001 0.000 1.12 0.264

Ageold

Age of structures built between 1900 and 1919 (0 otherwise) 0.001 0.001 1.93 0.054

Adjavgagi

The average adjusted gross income for a zip code expressed as a ratio of the average adjusted gross income for the CPI pricing area 0.100 0.008 12.30 <.0001

Bath

Total number of full and half bathrooms 0.070 0.023 3.06 0.002

Bathsq

Bath squared 0.007 0.005 1.29 0.197

Bedn

Number of bedrooms 0.169 0.014 11.98 <.0001

Bedsq

Bedn squared -0.017 0.003 -6.66 <.0001

Cntrlair

To indicate if a unit has central air-conditioning 0.019 0.012 1.61 0.108

Detached

To indicate if a structure is single family, detached 0.039 0.023 1.67 0.095

Elecheat

To indicate if a unit’s heating is electric 0.129 0.036 3.55 0.000

Elecincl

To indicate if electricity is included in the rent 0.008 0.025 0.34 0.734

Gasheat

To indicate if a unit’s heating fuel is natural gas 0.133 0.036 3.66 0.000

Heatincl

To indicate if heating is included in the rent -0.019 0.020 -0.94 0.349

LARGBLDG

The percentage of the block group’s housing units in structures with 50 or more units 0.031 0.038 0.82 0.410

LGHOCC

Length of occupancy, or the number of months between the month a tenant moved into a unit and the most recent month of CPI Housing Survey data collection -0.001 0.000 -21.75 <.0001

MOBLHOME

The percentage of the block group’s housing units that are mobile homes or trailer units -0.138 0.043 -3.25 0.001

Otherair

To indicate if a unit’s air-conditioning is swamp cooler, heat pump, or through-the-wall air conditioner -0.009 0.014 -0.61 0.543

Othrmn

Number of other rooms, such as living rooms, kitchens, and finished basements -0.008 0.006 -1.25 0.210

RENTOCCP

The percentage of the block group’s households that are renter households 0.018 0.024 0.76 0.449

SCHOLAGE

The percentage of the block group’s population that are ages 6 to 18 -0.047 0.063 -0.75 0.452

SOMCOLLG

The percentage of the block group’s population ages 25 years and older with at least some college attendance or completion 0.321 0.031 10.35 <.0001

UNDRPVTY

The percentage of the block group’s population for whom poverty status is determined as under the poverty line -0.195 0.052 -3.75 0.000

Wndowair

To indicate if a unit’s air-conditioning is window air-conditioning units -0.039 0.017 -2.29 0.022

EXTRACHARGES

To indicate that a unit’s rent includes any extra charges 0.046 0.016 2.94 0.003

NEW_TENANT

To indicate that the occupant(s) moved into the unit since the last time rent was collected 0.087 0.011 8.27 <.0001

ELEVATOR

To indicate if the structure has an elevator 0.060 0.015 4.02 <.0001

MOBILEHOME

To indicate if a structure is a mobile home -0.203 0.034 -5.95 <.0001

IN_SENIOR_CMMTY

To indicate that a unit is part of a senior-living residential community 0.953 0.051 18.69 <.0001

PCT_COLLEGE

The percentage of the block group’s population ages 3 and older enrolled in undergraduate, graduate, or professional school 0.142 0.064 2.24 0.025

DENSITY

The log of total block group population divided by land area 0.026 0.004 6.82 <.0001

N48C

Unit is in the Las Vegas-Henderson-Paradise, NV, CPI pricing area -0.603 0.033 -18.37 <.0001

N48D

Unit is in the Provo-Orem, UT, CPI pricing area -0.728 0.030 -24.43 <.0001

N48E

Unit is in the Yuma, AZ, CPI pricing area -0.952 0.028 -34.41 <.0001

N48F

Unit is in the St. George, UT, CPI pricing area -0.776 0.029 -26.56 <.0001

S48A

Unit is in the Phoenix-Mesa-Scottsdale, AZ, CPI pricing area -0.572 0.025 -22.87 <.0001

S48B

Unit is in the Denver-Aurora-Lakewood, CO, CPI pricing area -0.405 0.024 -16.82 <.0001

N49H

Unit is in the Portland-Vancouver-Hillsboro, OR-WA, CPI pricing area -0.507 0.022 -22.99 <.0001

N49I

Unit is in the Santa Rosa, CA, CPI pricing area -0.223 0.026 -8.55 <.0001

N49J

Unit is in the Chico, CA, CPI pricing area -0.714 0.028 -25.26 <.0001

N49K

Unit is in the Moses Lake, WA, CPI pricing area -0.900 0.027 -32.85 <.0001

S49A

Unit is in the Los Angeles-Long Beach-Anaheim, CA, CPI pricing area -0.130 0.020 -6.61 <.0001

S49C

Unit is in the Riverside-San Bernardino-Ontario, CA, CPI pricing area -0.420 0.028 -15.22 <.0001

S49D

Unit is in the Seattle-Tacoma-Bellevue, WA, CPI pricing area -0.349 0.022 -16.12 <.0001

S49E

Unit is in the San Diego-Carlsbad, CA, CPI pricing area -0.120 0.023 -5.21 <.0001

S49F

Unit is in the Urban Honolulu, HI, CPI pricing area -0.084 0.050 -1.67 0.095

S49G

Unit is in the Anchorage, AK, CPI pricing area -0.629 0.029 -21.95 <.0001

Note: CPI = Consumer Price Index.

Source: U.S. Bureau of Labor Statistics.