Housing Price Equation Estimation PI+ v1.7
|
|
|
- Valentine Roberts
- 5 years ago
- Views:
Transcription
1 Housing Price Equation Estimation PI+ v1.7 August 2014 Estimating Income and Population Elasticities Housing price fluctuations are driven by changes in housing demand. The REMI housing price estimation starts with the following equation that predicts the responsiveness of regional housing prices to changes in housing demand due to real disposable income and population changes. ( ) ( ) where {( ) } PH = relative housing price; RYD = real disposable income; N = population; u represents the U.S.; t is the time period; = income elasticity of housing price; = population elasticity of housing price. In time period t, the change in relative housing price from the previous time period is determined by changes in relative real disposable personal income and changes in regional population as share of the national population. are the elasticities to be estimated. We use panel data of the 51 states from 1990 through 2013 to estimate the housing price equation. The real disposable personal income and population data is generated by the REMI PI+ model. The housing price index data is from the Federal Housing Finance Agency All-Transactions indexes data set. The regression variable are normalized to the U.S. national level and are in the form of first difference. The 1
2 data covers the stable time of the earlier 1990s, the bubble decade from the end of the 20 th century to the unprecedented peak in 2006, and the recent recession. To separate out the business cycle effects on housing price changes, we include explanatory time dummy variables for , when residential investment slightly declined, and for the recession period from 2007 to A pooled panel data regression is used to estimate the income and population elasticities. The estimated income elasticity = (t-value = 5.08), imply that a one percent rise in relative income from last time period will increase the relative housing price by percent. The population elasticity = (t-value = 7.51); the relative housing price will respond to a one percent upward change in population share with an increase of percent. However, regional level housing prices do not respond identically to the same amount of housing demand change. Housing price is also affected by the supply side. Because of different levels of supply constraints in regional economies, there are great difference in housing price responsiveness across regions. To capture the regional heterogeneity in regional housing price responses, the REMI model estimates regional scaling factors with new state and MSA data and scale the income and population elasticities to the regional level. Estimating Regional Scaling Factors Assuming regional housing price changes depend on the housing demand change from the previous time period, we estimate the following equation for state and MSA housing prices, such that where HP = housing price index; BP = the number of building permits for single-family homes; U = the number of housing units (1 unit detached); b is the parameter to be estimated. 1 The time dummy variables are selected by running the time-fixed effect model, and the years with significant time fixed effects are included in the regression. 2
3 Time series data from 2000 to 2012 are used to estimate the equation for each state and MSA. We utilize the number of new constructions during time period t, as measured by building permits, as the metric of relative housing demand change. The building permits data are from the Census Building Permits Survey. The housing units data are from the American Community Survey. The Freddie Mac house price index data are used as the dependent variable. For each state or MSA, a time series OLS regression is estimated. Time dummy variables are used to control for the cyclical effects of the recession period from 2007 to Table 1 presents the results base on state data. The first column shows the estimated coefficients. The state specific elasticities of housing price are considerably at variance. The estimated coefficients varies from (Georgia) to (Rhode Island), with the mean value at and standard deviation of Z-score measures the distance between the state specific coefficient and the mean in units of standard deviation, and it is used to calculate the state scaling factors. The scaling factors are calculated using the following equation: where The scaling factors are used to scaling the previously estimated income and population elasticities ( ) to the state level. For example, with a scaling factor of 1.228, the California housing prices are 22.8% more elastic than the national average. Multiplying by will make the elasticities specific for California. Thus, the income elasticity of California housing price is ( ); and the population elasticity of California housing price is ( ). In the case of Alamaba, a scaling factor of indicates that the housing prices are 11.3% less elastic compared to the national average. The scaled income and population elasticities for Alabama are ( ) and ( ). Figure 1 shows the variance of state scaling factors in map. 3
4 Table 1: Housing Price Elasticities of States Coef. Std. Err t-value z-score Scaling Factor Alaska Alabama Arkansas Arizona California Colorado Connecticut District of Columbia Delaware Florida Georgia Hawaii Iowa Idaho Illinois Indiana Kansas Kentucky Louisiana Massachusetts Maryland Maine Michigan Minnesota Missouri Mississippi Montana North Carolina North Dakota Nebraska New Hampshire New Jersey New Mexico Nevada New York Ohio Oklahoma Oregon Pennsylvania Rhode Island South Carolina South Dakota Tennessee Texas Utah Virginia Vermont Washington Wisconsin West Virginia
5 Wyoming Figure 1: State Scaling Factors A similar procedure is taken to estimate the MSA demand elasticities of housing price and scaling factors. We use new metro level data from Census, the American Community Survey and the Freddie Mac house price index data set to expand our estimation to 350 MSAs. 2 The estimation results for the MSAs are shown in Table 2. The MSA results are used for the counties in MSAs in the REMI model. The non-msa counties use the state values. Figure 2 shows the county-level scaling factors calculated using results from Table 2 in a map. We apply an identical regression equation to each MSA to ensure consistency across regions national wide. 2 For the purpose of capturing the deviation from the national average and making the scaled MSA elasticities comparable to the state-level estimates, we use the state mean of to calculate the MSA scaling factors. 5
6 Table 2: Housing Price Elasticities of MSAs Coef. Std. Err t-value z-score Scaling Factor Abilene, TX Metro Area Akron, OH Metro Area Albany, GA Metro Area Albany-Schenectady-Troy, NY Metro Area Albuquerque, NM Metro Area Alexandria, LA Metro Area Allentown-Bethlehem-Easton, PA-NJ Metro Area Altoona, PA Metro Area Amarillo, TX Metro Area Ames, IA Metro Area Anchorage, AK Metro Area Anderson, IN Metro Area Anderson, SC Metro Area Ann Arbor, MI Metro Area Anniston-Oxford, AL Metro Area Appleton, WI Metro Area Asheville, NC Metro Area Athens-Clarke County, GA Metro Area Atlanta-Sandy Springs-Marietta, GA Metro Area Atlantic City-Hammonton, NJ Metro Area Auburn-Opelika, AL Metro Area Augusta-Richmond County, GA-SC Metro Area Austin-Round Rock-San Marcos, TX Metro Area Bakersfield-Delano, CA Metro Area Baltimore-Towson, MD Metro Area Bangor, ME Metro Area Barnstable Town, MA Metro Area Baton Rouge, LA Metro Area Battle Creek, MI Metro Area Bay City, MI Metro Area Beaumont-Port Arthur, TX Metro Area Bellingham, WA Metro Area Bend, OR Metro Area Billings, MT Metro Area Binghamton, NY Metro Area Birmingham-Hoover, AL Metro Area Bismarck, ND Metro Area Blacksburg-Christiansburg-Radford, VA Metro Area Bloomington, IN Metro Area Bloomington-Normal, IL Metro Area Boise City-Nampa, ID Metro Area Boston-Cambridge-Quincy, MA-NH Metro Area Boulder, CO Metro Area Bowling Green, KY Metro Area Bremerton-Silverdale, WA Metro Area Bridgeport-Stamford-Norwalk, CT Metro Area Brownsville-Harlingen, TX Metro Area Brunswick, GA Metro Area Buffalo-Niagara Falls, NY Metro Area Burlington, NC Metro Area
7 Burlington-South Burlington, VT Metro Area Canton-Massillon, OH Metro Area Cape Coral-Fort Myers, FL Metro Area Casper, WY Metro Area Cedar Rapids, IA Metro Area Champaign-Urbana, IL Metro Area Charleston, WV Metro Area Charleston-North Charleston-Summerville, SC Metro Area Charlotte-Gastonia-Rock Hill, NC-SC Metro Area Charlottesville, VA Metro Area Chattanooga, TN-GA Metro Area Cheyenne, WY Metro Area Chicago-Joliet-Naperville, IL-IN-WI Metro Area Chico, CA Metro Area Cincinnati-Middletown, OH-KY-IN Metro Area Clarksville, TN-KY Metro Area Cleveland, TN Metro Area Cleveland-Elyria-Mentor, OH Metro Area Coeur d'alene, ID Metro Area College Station-Bryan, TX Metro Area Colorado Springs, CO Metro Area Columbia, MO Metro Area Columbia, SC Metro Area Columbus, GA-AL Metro Area Columbus, IN Metro Area Columbus, OH Metro Area Corpus Christi, TX Metro Area Corvallis, OR Metro Area Cumberland, MD-WV Metro Area Dallas-Fort Worth-Arlington, TX Metro Area Dalton, GA Metro Area Danville, IL Metro Area Davenport-Moline-Rock Island, IA-IL Metro Area Dayton, OH Metro Area Decatur, AL Metro Area Decatur, IL Metro Area Deltona-Daytona Beach-Ormond Beach, FL Metro Area Denver-Aurora-Broomfield, CO Metro Area Des Moines-West Des Moines, IA Metro Area Detroit-Warren-Livonia, MI Metro Area Dothan, AL Metro Area Dover, DE Metro Area Dubuque, IA Metro Area Duluth, MN-WI Metro Area Durham-Chapel Hill, NC Metro Area Eau Claire, WI Metro Area El Centro, CA Metro Area Elizabethtown, KY Metro Area Elkhart-Goshen, IN Metro Area Elmira, NY Metro Area El Paso, TX Metro Area Erie, PA Metro Area Eugene-Springfield, OR Metro Area Evansville, IN-KY Metro Area
8 Fairbanks, AK Metro Area Fargo, ND-MN Metro Area Farmington, NM Metro Area Fayetteville, NC Metro Area Fayetteville-Springdale-Rogers, AR-MO Metro Area Flagstaff, AZ Metro Area Flint, MI Metro Area Florence, SC Metro Area Florence-Muscle Shoals, AL Metro Area Fond du Lac, WI Metro Area Fort Collins-Loveland, CO Metro Area Fort Smith, AR-OK Metro Area Fort Wayne, IN Metro Area Fresno, CA Metro Area Gadsden, AL Metro Area Gainesville, FL Metro Area Gainesville, GA Metro Area Glens Falls, NY Metro Area Goldsboro, NC Metro Area Grand Forks, ND-MN Metro Area Grand Junction, CO Metro Area Grand Rapids-Wyoming, MI Metro Area Great Falls, MT Metro Area Greeley, CO Metro Area Green Bay, WI Metro Area Greensboro-High Point, NC Metro Area Greenville, NC Metro Area Greenville-Mauldin-Easley, SC Metro Area Gulfport-Biloxi, MS Metro Area Hagerstown-Martinsburg, MD-WV Metro Area Hanford-Corcoran, CA Metro Area Harrisburg-Carlisle, PA Metro Area Harrisonburg, VA Metro Area Hartford-West Hartford-East Hartford, CT Metro Area Hattiesburg, MS Metro Area Hickory-Lenoir-Morganton, NC Metro Area Honolulu, HI Metro Area Hot Springs, AR Metro Area Houma-Bayou Cane-Thibodaux, LA Metro Area Houston-Sugar Land-Baytown, TX Metro Area Huntington-Ashland, WV-KY-OH Metro Area Huntsville, AL Metro Area Idaho Falls, ID Metro Area Indianapolis-Carmel, IN Metro Area Iowa City, IA Metro Area Ithaca, NY Metro Area Jackson, MI Metro Area Jackson, MS Metro Area Jackson, TN Metro Area Jacksonville, FL Metro Area Jacksonville, NC Metro Area Janesville, WI Metro Area Jefferson City, MO Metro Area Johnson City, TN Metro Area
9 Johnstown, PA Metro Area Jonesboro, AR Metro Area Joplin, MO Metro Area Kalamazoo-Portage, MI Metro Area Kankakee-Bradley, IL Metro Area Kansas City, MO-KS Metro Area Kennewick-Pasco-Richland, WA Metro Area Killeen-Temple-Fort Hood, TX Metro Area Kingsport-Bristol-Bristol, TN-VA Metro Area Kingston, NY Metro Area Knoxville, TN Metro Area Kokomo, IN Metro Area La Crosse, WI-MN Metro Area Lafayette, IN Metro Area Lafayette, LA Metro Area Lake Charles, LA Metro Area Lakeland-Winter Haven, FL Metro Area Lancaster, PA Metro Area Lansing-East Lansing, MI Metro Area Laredo, TX Metro Area Las Cruces, NM Metro Area Las Vegas-Paradise, NV Metro Area Lawrence, KS Metro Area Lawton, OK Metro Area Lebanon, PA Metro Area Lewiston-Auburn, ME Metro Area Lexington-Fayette, KY Metro Area Lima, OH Metro Area Lincoln, NE Metro Area Little Rock-North Little Rock-Conway, AR Metro Area Logan, UT-ID Metro Area Longview, TX Metro Area Longview, WA Metro Area Los Angeles-Long Beach-Santa Ana, CA Metro Area Louisville/Jefferson County, KY-IN Metro Area Lubbock, TX Metro Area Lynchburg, VA Metro Area Macon, GA Metro Area Madera-Chowchilla, CA Metro Area Madison, WI Metro Area Manchester-Nashua, NH Metro Area Mansfield, OH Metro Area McAllen-Edinburg-Mission, TX Metro Area Medford, OR Metro Area Memphis, TN-MS-AR Metro Area Merced, CA Metro Area Miami-Fort Lauderdale-Pompano Beach, FL Metro Area Michigan City-La Porte, IN Metro Area Midland, TX Metro Area Milwaukee-Waukesha-West Allis, WI Metro Area Minneapolis-St. Paul-Bloomington, MN-WI Metro Area Missoula, MT Metro Area Mobile, AL Metro Area Modesto, CA Metro Area
10 Monroe, LA Metro Area Monroe, MI Metro Area Montgomery, AL Metro Area Morgantown, WV Metro Area Morristown, TN Metro Area Mount Vernon-Anacortes, WA Metro Area Muncie, IN Metro Area Muskegon-Norton Shores, MI Metro Area Myrtle Beach-North Myrtle Beach-Conway, SC Metro Area Napa, CA Metro Area Naples-Marco Island, FL Metro Area Nashville-Davidson--Murfreesboro--Franklin, TN Metro Area New Haven-Milford, CT Metro Area New Orleans-Metairie-Kenner, LA Metro Area New York-Northern New Jersey-Long Island, NY-NJ-PA Metro Area Niles-Benton Harbor, MI Metro Area Norwich-New London, CT Metro Area Ocala, FL Metro Area Ocean City, NJ Metro Area Odessa, TX Metro Area Ogden-Clearfield, UT Metro Area Oklahoma City, OK Metro Area Olympia, WA Metro Area Omaha-Council Bluffs, NE-IA Metro Area Orlando-Kissimmee-Sanford, FL Metro Area Oshkosh-Neenah, WI Metro Area Owensboro, KY Metro Area Oxnard-Thousand Oaks-Ventura, CA Metro Area Palm Bay-Melbourne-Titusville, FL Metro Area Panama City-Lynn Haven-Panama City Beach, FL Metro Area Parkersburg-Marietta-Vienna, WV-OH Metro Area Pascagoula, MS Metro Area Pensacola-Ferry Pass-Brent, FL Metro Area Peoria, IL Metro Area Philadelphia-Camden-Wilmington, PA-NJ-DE-MD Metro Area Phoenix-Mesa-Glendale, AZ Metro Area Pine Bluff, AR Metro Area Pittsburgh, PA Metro Area Pittsfield, MA Metro Area Pocatello, ID Metro Area Portland-South Portland-Biddeford, ME Metro Area Portland-Vancouver-Hillsboro, OR-WA Metro Area Port St. Lucie, FL Metro Area Prescott, AZ Metro Area Providence-New Bedford-Fall River, RI-MA Metro Area Provo-Orem, UT Metro Area Pueblo, CO Metro Area Punta Gorda, FL Metro Area Racine, WI Metro Area Raleigh-Cary, NC Metro Area Rapid City, SD Metro Area Reading, PA Metro Area Redding, CA Metro Area Reno-Sparks, NV Metro Area
11 Richmond, VA Metro Area Riverside-San Bernardino-Ontario, CA Metro Area Roanoke, VA Metro Area Rochester, MN Metro Area Rochester, NY Metro Area Rockford, IL Metro Area Rocky Mount, NC Metro Area Rome, GA Metro Area Sacramento--Arden-Arcade--Roseville, CA Metro Area Saginaw-Saginaw Township North, MI Metro Area St. Cloud, MN Metro Area St. George, UT Metro Area St. Joseph, MO-KS Metro Area St. Louis, MO-IL Metro Area Salem, OR Metro Area Salinas, CA Metro Area Salisbury, MD Metro Area Salt Lake City, UT Metro Area San Angelo, TX Metro Area San Antonio-New Braunfels, TX Metro Area San Diego-Carlsbad-San Marcos, CA Metro Area San Francisco-Oakland-Fremont, CA Metro Area San Jose-Sunnyvale-Santa Clara, CA Metro Area San Luis Obispo-Paso Robles, CA Metro Area Santa Barbara-Santa Maria-Goleta, CA Metro Area Santa Cruz-Watsonville, CA Metro Area Santa Fe, NM Metro Area Santa Rosa-Petaluma, CA Metro Area Savannah, GA Metro Area Scranton--Wilkes-Barre, PA Metro Area Seattle-Tacoma-Bellevue, WA Metro Area Sheboygan, WI Metro Area Sherman-Denison, TX Metro Area Shreveport-Bossier City, LA Metro Area Sioux City, IA-NE-SD Metro Area Sioux Falls, SD Metro Area South Bend-Mishawaka, IN-MI Metro Area Spartanburg, SC Metro Area Spokane, WA Metro Area Springfield, IL Metro Area Springfield, MA Metro Area Springfield, MO Metro Area Springfield, OH Metro Area State College, PA Metro Area Stockton, CA Metro Area Sumter, SC Metro Area Syracuse, NY Metro Area Tallahassee, FL Metro Area Tampa-St. Petersburg-Clearwater, FL Metro Area Terre Haute, IN Metro Area Texarkana, TX-Texarkana, AR Metro Area Toledo, OH Metro Area Topeka, KS Metro Area Trenton-Ewing, NJ Metro Area
12 Tucson, AZ Metro Area Tulsa, OK Metro Area Tuscaloosa, AL Metro Area Tyler, TX Metro Area Utica-Rome, NY Metro Area Valdosta, GA Metro Area Vallejo-Fairfield, CA Metro Area Victoria, TX Metro Area Vineland-Millville-Bridgeton, NJ Metro Area Virginia Beach-Norfolk-Newport News, VA-NC Metro Area Visalia-Porterville, CA Metro Area Waco, TX Metro Area Warner Robins, GA Metro Area Washington-Arlington-Alexandria, DC-VA-MD-WV Metro Area Waterloo-Cedar Falls, IA Metro Area Wausau, WI Metro Area Wenatchee-East Wenatchee, WA Metro Area Wheeling, WV-OH Metro Area Wichita, KS Metro Area Wichita Falls, TX Metro Area Williamsport, PA Metro Area Wilmington, NC Metro Area Winchester, VA-WV Metro Area Winston-Salem, NC Metro Area Worcester, MA Metro Area Yakima, WA Metro Area York-Hanover, PA Metro Area Youngstown-Warren-Boardman, OH-PA Metro Area Yuba City, CA Metro Area Yuma, AZ Metro Area Figure 2: County-level Scaling Factors 12
Per capita carbon emissions from transportation and residential energy use, 2005
Per capita carbon emissions from transportation and residential energy use, 2005 Metropolitan Area Carbon Footprint Honolulu, HI 1 1.356 Los Angeles-Long Beach-Santa Ana, CA 2 1.413 Portland-Vancouver-Beaverton,
Alabama Y Y Birmingham-Hoover, AL Y Y. Alaska N/A. Arizona N Y Phoenix-Mesa-Scottsdale, AZ N Y Tucson, AZ N Y
- requires bidders to obtain out of state Alabama Y Y Birmingham-Hoover, AL Y Y Alaska Arizona N Y Phoenix-Mesa-Scottsdale, AZ N Y Tucson, AZ N Y Arkansas Y N Little Rock-North Little Rock, AR Y N Memphis,
MAMA Risk Summary Data as of 2008 Q4
MAMA Risk Summary Data as of 2008 Q4 Table of Contents Contents. 2 Largest 25 Metro Areas based on HMDA originations.. 3 Lowest Risk 25 Metro Areas 4 Highest Risk 25 Metro Areas... 5 Largest 25 States
Peak to Trough Price Decline of less that 10% Peak to Trough Price Decline between 10% and 20%
Peak to Trough Price Decline of less that 10% Minimal Price Decline Pop. Rank Market Peak to Trough % Decline Current Rebound% 4 Dallas-Fort Worth-Arlington, TX -4.68% 115.17% 35 Austin-Round Rock, TX
Investors Metro Monitor
FAST FAST Atlantic City, NJ Augusta-Richmond County, GA Bellingham, WA Boise City-Nampa, ID Charlottesville, VA Chattanooga, TN College Station-Bryan, TX Colorado Springs, CO Dallas-Plano, TX Des Moines,
Investors Metro Monitor
FAST FAST Augusta-Richmond County, GA Boise City-Nampa, ID Charlottesville, VA College Station-Bryan, TX Colorado Springs, CO Dallas-Plano, TX Greeley, CO Olympia, WA Orlando, FL Provo-Orem, UT Raleigh-Cary,
House Price Appreciation by State Percent Change in House Prices Period Ended June 30, 2009
House Price Appreciation by State Percent Change in House Prices (Estimates use FHFA s Seasonally-Adjusted Purchase-Only House Price Index) State Rank* 1-Yr. Qtr. 5-Yr. Since 1991Q1 North Dakota (ND) 1
Appendix A TRIP Urban Roads Report 2018
Appendix A TRIP Urban Roads Report 2018 Pavement Conditions and Extra Vehicle Operating Costs for Urban Areas with Population of 500K or More Akron OH 49% 12% 14% 25% $837 Albany Schenectady Troy NY 15%
SAMPLE SAMPLE. Metro Housing Starts Forecast Chartbook October
2.5 Metro Housing Starts Forecast Chartbook 2016-2018 October 2016 2.0 1.5 0.5 1990 1994 1998 2002 2006 2010 2014 2018 www.housingeconomics.com Table of Contents (Metro Housing Starts Forecasts and Economic
Access Across America: Transit 2014
Access Across America: Transit 2014 Final Report CTS 14-11 Prepared by: Andrew Owen David Levinson Accessibility Observatory Department of Civil, Environmental, and Geo- Engineering University of Minnesota
Appendix D: Aggregation Error for New England Metro Areas and for Places
Appendix D: for New England Metro Areas and for Places D-1 Appendix D: s Figure D-1: New England Metro Areas - Summary of Tract s (2000) Metro ID (msapma99) Metro Area Name Census NCDB 1120 Boston, MA-NH
Top 20 metro areas by estimated unauthorized immigrant population, 2014
Top 20 metro areas by estimated unauthorized, 2014 % of Rank by U.S. 11,100,000 +/-170,000 26 3.5 - - New York-Newark-Jersey City, NY-NJ-PA 1,150,000 +/-45,000 19 5.7 1 1 Los Angeles-Long Beach-Anaheim,
Location, Location, Location. 19 th Annual NIC Conference NIC MAP Data & Analysis Service
Location, Location, Location 19 th Annual NIC Conference NIC MAP Data & Analysis Service The Great Occupancy Decline 94% Occupancy Trends Majority Nursing Seniors Housing 93% 92% 91% 92.8% 91.0% 90% 89%
Item 185 Storage-In-Transit First Ea. Add'l. Service
Service Day Day 4 Birmingham, AL 19.62 0.68 2 8 Dothan, AL 15.08 0.48 2 12 Huntsville, AL 15.55 0.50 2 16 Mobile, AL 16.23 0.68 3 20 Montgomery, AL 16.23 0.68 3 22 State of Alaska 14.76 0.55 4 24 Flagstaff,
Markets where an Aetna-Humana merger warrants antitrust scrutiny
Markets where an Aetna-Humana merger warrants antitrust scrutiny Analysis of data from the 2015 update to Competition in health insurance: A comprehensive study of U.S. markets Health Policy Group American
Service Service Area Name
Atlas Van Lines, Inc. Origin and Destination s Effective: 05/15/2018 Area Name 4 Birmingham, AL 6.99 8 Dothan, AL 4.80 12 Huntsville, AL 7.37 16 Mobile, AL 4.80 20 Montgomery, AL 7.37 22 State of Alaska
Norwegian's Free Airfare Promotion
Norwegian's Free Airfare Promotion Start planning your next vacation with 200+ cruises to incredible destinations, including Alaska, Bahamas & Florida, Bermuda, Canada & New England, Caribbean, Mexican
Augusta-Richmond County MSA in the Top Ten for Cities Winning the Battle For Information Jobs 2014
For Additional Information: Walter C. Sprouse, Jr., CEcD, CCE, FM 706-821-1321 706-284-5610 FOR IMMEDIATE RELEASE Augusta-Richmond County MSA in the Top Ten for Cities Winning the Battle For Information
Charleston, WV 18 Juneau, AK Peoria, IL Jefferson City,
2004 Ranking Diocese Catholics Diocesan Seminarians 2004 Ratio (Catholics / Seminarians) 2003 Ranking 1 Lincoln, NE 89431 35 2555 2 2 Yakima, WA 68561 20 3428 5 3 Savannah, GA 75987 22 3454 13 4 Cheyenne,
Markets where an Aetna-Humana merger warrants antitrust scrutiny
Markets where an Aetna-Humana merger warrants antitrust scrutiny Analysis of data from the 2016 update to the AMA Competition in health insurance: A comprehensive study of U.S. markets Health Policy Group
Medicare Advantage markets where an Aetna- Humana merger warrants antitrust scrutiny
Medicare Advantage markets where an Aetna- Humana merger warrants antitrust scrutiny Analysis of data from HealthLeaders- InterStudy s Managed Market Surveyor 2013 Health Policy Group American Medical
Metropolitan Area Rates of Completed Foreclosure and Serious Delinquency, by Neighborhood Minority Concentration ( Originations)
Metropolitan Area Rates of and Serious Delinquency, by Neighborhood Minority Concentration (2004-2008 Originations) 2004 2008 Originations (First lien loans on owner occupied properties) Total HMDA Total
ALN Apartment Data, Inc. (Continued on next page)
AK - Anchorage 93.0% 90.9% -210-2.2% $1,035 $1,018-1.7% 93.0% 90.9% -210-2.2% $1,035 $1,018-1.7% AK - Misc. AK 90.3% 86.8% -350-3.8% $1,218 $1,245 2.3% 90.3% 86.8% -350-3.8% $1,218 $1,245 2.3% Alaska Average
Metropolitan Area Rates of Completed Foreclosure and Serious Delinquency, by Borrower Race and Ethnicity ( Originations) Total HMDA Loans
Metropolitan Area Rates of and Serious Delinquency, by Borrower Race and Ethnicity (2004-2008 Originations) 2004 2008 Originations (First lien loans on owner occupied properties) Total HMDA Total in Matched
Oct-17 Oct-18 bps %CHG Oct-17 Oct-18 %CHG Oct-17 Oct-18 bps %CHG Oct-17 Oct-18 %CHG
AK - Anchorage 92.6% 89.9% -270-2.9% $1,023 $1,011-1.2% 92.6% 89.9% -270-2.9% $1,023 $1,011-1.2% AK - Misc. AK 89.9% 85.8% -410-4.6% $1,227 $1,230 0.2% 89.9% 85.8% -410-4.6% $1,227 $1,230 0.2% Alaska Average
ECON 166 Lecture 2. J. M. Pogodzinski
ECON 166 Lecture 2 J. M. Pogodzinski Broad Themes in the Course Measurement Theory Policy 8/27/2014 J. M. Pogodzinski 2 Measurement What is urban? What is the record of urban growth? What is distinct about
Population Estimates for U.S. Cities Report 1: Fastest Growing Cities Based on Numeric Increase,
ulation s for U.S. Cities Report 1: Fastest Growing Cities Based on Numeric Increase, 2015-2015 1 Phoenix AZ 32,113 2.0 1,582,904 1,615,017 167,393 11.6 2 Los Angeles CA 27,173 0.7 3,949,149 3,976,322
Rank Place State Native Hawaiian and Pacific Islander population (alone or in combination
TABLE 2a: 100 Largest Places Ranked by Number of s (race alone or in *) Living in Hard-to- Census Rank Place State (alone or in 1 Honolulu (CDP) HI 64,196 11,130 17.3 2 New York City NY 14,981 8,211 54.8
DEGREE DAY AND DESIGN TEMPERATURES
DEGREE DAY AND TABLE D DEGREE DAY AND a FOR CITIES IN THE UNITED S / % Dry bulb / % Wet bulb / % AL Birmingham Huntsville Mobile Montgomery, 3,,, 33 3 3 3 3 AK Anchorage Fairbanks Juneau Nome,,,, -8-8
Initial Locations of 2020 Area Census Offices
1 of 6 Anchorage* AK At Large Birmingham* AL 007 Huntsville AL 005 Mobile AL 001 Fayetteville AR 003 Little Rock AR 002 Flagstaff AZ 001 Window Rock AZ 001 Maricopa (Central)* AZ 006 Maricopa (South) AZ
Census Affects Children in Poverty by Professors Donald Hernandez and Nancy Denton State University of New York, Albany
Phone: (301) 457-9900 4700 Silver Hill Road, Suite 1250-3, Suitland, MD 20746 Fax: (301) 457-9901 Census Affects in Poverty by Professors Donald Hernandez and Nancy Denton State University of New York,
US Cities Over 100,000 Population in 1998 & 1990
US Cities Over 100,000 Population in 1998 & 1990 Population Ranking Alphabetical Listing Population Change Ranking Percentage Population Change Ranking DEMOGRAPHIA An undertaking of Wendell Cox Consultancy
Markets where an Anthem-Cigna merger warrants antitrust scrutiny
Markets where an Anthem-Cigna merger warrants antitrust scrutiny Analysis of data from the 2015 update to Competition in Health Insurance: A comprehensive study of U.S. markets Health Policy Group American
Hector International Airport Fargo, North Dakota
Hector International Airport Fargo, North Dakota Volume 072 Twelve Months Ended June 2007 November 2007 Airlines Serving Fargo Carried 830 Onboard Passengers Per Day for the Twelve Months Ended June 2007,
NIELSEN RADIO DIARY MARKETS WITH IN-TAB TARGETS SPRING 2017
NIELSEN RADIO DIARY S WITH IN-TAB S SPRING 2017 By Market... 2 By Rank... 7 Metro P12+ ranks are determined from population estimates based upon Census 2010 counts updated and projected to January 1, 2017,
Impact of Hurricane Irma on US Metropolitan Areas
Impact of Hurricane Irma on US Metropolitan Areas Puerto Ricans in mainland Prepared for: Jorge Restrepo, CEO 2017 EurekaFacts LLC September 29, 2017 Climate refugees from Puerto Rico in US metropolitan
Markets where an Anthem-Cigna merger warrants antitrust scrutiny
Markets where an Anthem-Cigna merger warrants antitrust scrutiny Analysis of data from the 2016 update to the AMA Competition in health insurance: A comprehensive study of U.S. markets Health Policy Group
Hector International Airport Fargo, North Dakota
Hector International Airport Fargo, North Dakota Volume 073 Twelve Months Ended September 2007 January 2008 Airlines Serving Fargo Carried 831 Onboard Passengers Per Day for the Twelve Months Ended September
NIELSEN RADIO DIARY MARKETS WITH IN-TAB TARGETS FALL 2016
NIELSEN RADIO DIARY S WITH IN-TAB S FALL 2016 By Market... 2 By Rank... 7 Metro ranks are determined from population estimates based upon Census 2010 counts updated and projected to January 1, 2017, by
Major Metropolitan Area Sales Tax Rates
August 19, 2010 No. 239 FISCAL FACT Major Metropolitan Area Sales Tax Rates By Lawrence Summers Introduction General sales taxes levied by state, county and city governments in the United States vary greatly,
RANKING OF THE 100 MOST POPULOUS U.S. CITIES 12/7/ /31/2016
OVERVIEW OF THE DATA The following information is based on incoming communication to the National Human Trafficking Hotline via phone, email, and online tip report from December 7, 2007 December 31, 2016
U.S. Metropolitan Area Exports, 2015
U.S. Metropolitan Area Exports, 2015 Jeffrey Hall Office of Trade and Economic Analysis Industry and Analysis Department of Commerce International Trade Administration September 2016 U.S. Metro Exports:
City Forecast For 2015 Annual change in total payrolls by metro area.
City Forecast For 2015 Annual change in total payrolls by metro area. City Change Percent Abilene, TX 670 1 Akron, OH 4237 1.3 Albany, GA 869 1.4 Albany Schenectady Troy, NY 4263 0.9 Albuquerque, NM 6832
District Match Data Availability
District Match Data Availability National & State Data Location Available National Data Australia Parliament, Provincial and Territory Assemblies Canada Parliament, Provincial Legislative Assemblies New
US Metropolitan Areas Population in 1998 & 1990
US Metropolitan Areas Population in 1998 & 1990 Alphabetical Listing Population Ranking Percentage Population Change Ranking Population Change Ranking DEMOGRAPHIA An undertaking of Wendell Cox Consultancy
MEDICARE DMEPOS COMPETITIVE BIDDING PROGRAM For CMS Use Only
DEPARTMENT OF HEALTH AND HUMAN SERVICES Form Approved CENTERS FOR MEDICARE & MEDICAID SERVICES OMB No. 0938-1016 MEDICARE DMEPOS COMPETITIVE BIDDING PROGRAM For CMS Use Only Supplier Bidder No. Date Application
Ranking. March 2012 Bankruptcies. % of March 2012 Bankruptcies MSA
MSA March 2012 Bankruptcies % of March 2012 Bankruptcies Ranking Akron OH 13 0.25 112 Alabama - Rest of State 37 0.71 34 Alaska - Rest of State 4 0.08 203 Albany-Schenectady-Troy NY 6 0.11 173 Albuquerque
Average Years Between Claims Best Drivers Report Ranking. Change in Ranking From 2017 to 2018
2018 Best Drivers Report Ranking City Average Years Between Claims Relative Claim Likelihood (Compared to National Average) 2018 Drivewise Hard-Braking Events Per 1,000 Miles 1 2017 Best Drivers Report
Table 11: Return to Peak Employment (Employment Peak Before the Late 2000s Recession) Pre-Recession Peak
Table 11: Employment (Employment Before the Late 2000s Recession) ALL METRO AREAS: 2007Q4-5762.0-4.9 2012Q3 Abilene, TX 2008Q2-1.8-2.6 2012Q2 Akron, OH 2008Q1-21.2-6.2 2018Q2 Albuquerque, NM 2007Q4-15.9-4.0
UNITED STATES 1. metropolitan areas (see note below).
UNITED STATES 1 1 These maps show the functional urban areas belonging to the two largest classes: metropolitan areas and large metropolitan areas (see note below). 1 UNITED STATES WEST UNITED STATES EAST
Lower Income Journey to Work Market Share From American Community Survey
Lower Income Journey to Work Market Share From American Community Survey 2006-2010 Table 1: Overall National Data Table 2: Car, Truck or Van Table 3: Transit Table 4: Metrics Table 1 Work Trip Market Share:
National Electric Rate Study
National Electric Rate Study Ranking of typical residential, commercial and industrial electric bills 2017 Study 1040 O Street, P.O. Box 80869 Lincoln, NE 68501-0869 p: 402.475.4211 www.les.com Lincoln
METROPOLITAN AREA GROSS DOMESTIC PRODUCT: 2005 (USA)
METROPOLITAN AREA GROSS DOMESTIC PRODUCT: 2005 (USA) Tables: GDP BY METROPOLITAN AREA: 2005 GDP BY METROPOLITAN AREAS OVER 1,000,000 POPULATION: 2005 Table 1 GDP BY METROPOLITAN AREA: 2005 Metropolitan
APPENDIX D SIZING STORM WATER DRAINAGE SYSTEMS. TABLE D-1 Maximum Rates of Rainfall for Various Cities
APPENDIX D SIZING STORM WATER DRAINAGE SYSTEMS D 1 Roof Drainage. The rainfall rates in Table D-1 should be used for design unless higher values are established locally. D 2 Sizing by Flow Rate. Storm
Kansas City Area Migration Study A special report by the Mid-America Regional Council Research Services Department
Kansas City Area Migration Study 1994-2004 A special report by the Mid-America Regional Council Research Services Department Introduction In the mid-1800 s thousands of settlers passed through what is
Innovation Clusters in the Decade of the 1990s
Innovation Clusters in the Decade of the 1990s TARGET MISSOURI January 2002 Additional information is available on-line at: http://www.missourieconomy.org Innovation Clusters in the Decade of the 1990s
House Prices in America
House s in America Updated for the 2 nd Quarter of 2008 A Global Insight / National City Corporation Joint Venture September 2008 House s in America: 2 nd Quarter 2008 Update Summary House price declines
House Prices. House Prices in America: 4 th Quarter 2008 Update. Summary. Recent Evidence on House Prices
House Prices in America: 4 th Quarter 2008 Update Summary House price depreciation accelerated sharply and became more widespread during the fourth quarter of 2008. Nationally, prices declined at a 13.0%
Geography Quiz: State Capitals
Geography Quiz: State Capitals Directions: Select the correct capital city for each state in the United States of America. 1. Alabama a. Jackson b. Montgomery c. Jefferson city d. Augusta e. Boston 6.
The 156 Arts & Economic Prosperity III Study Regions
Full-Time Resident Local NATIONAL ESTIMATES OF ECONOMIC IMPACT $63,053,399,000 $103,145,088,000 $166,198,487,000 5,695,361 $104,234,116,000 $7,936,383,000 $9,140,633,000 AK City of Homer A 5,364 $1,248,208
FBI Drug Demand Reduction Coordinators
FBI Drug Demand Reduction Coordinators Alabama 2121 Building, Room 1400 Birmingham, AL 35203 (205) 252 7705 One St. Louis Centre One St. Louis Street Mobile, AL 36602 (334) 438 3674 Alaska 222 West Seventh
1Q 2014 Greater Atlanta HBA Builder Developer Lender Council meeting Information presented by. Atlanta Job Growth
1Q 2014 Greater Atlanta HBA Builder Developer Lender Council meeting 5-21-2014 Information presented by Eugene James, Regional Director ejames@metrostudy.com 404-510-1080 connect on LinkedIn Atlanta Job
Comprehensive Care for Joint Replacement (CJR) Final Rule. November 17, 2015
Comprehensive Care for Joint Replacement (CJR) Final Rule November 17, 2015 What is CJR? Mandatory bundled payments for 90-day hip/knee replacement episodes Acute care hospital is at risk for financial
Hector International Airport Fargo, North Dakota
Hector International Airport Fargo, North Dakota Volume 081 Twelve Months Ended March 2008 July 2008 Airlines Serving Fargo Carried 838 Onboard Passengers Per Day for the Twelve Months Ended March 2008,
RUSSIA OR CA WA AK NV CANADA ID UT AZ MT WY CO NM MEXICO HI ND SD NE KS TX MN OK CANADA IA WI LA IL MI IN OH WV VA FL ME VT NH MA NY CT NJ PA MO KY NC TN SC AR AL GA MS MD BAHAMAS CUBA RI DE 3 RUSSIA 1
CSC Agent Office Addresses
CSC Agent Office Addresses Alabama Montgomery, Inc. 641 South Lawrence Street Montgomery, AL 36104 Montgomery County Arizona Phoenix 2338 West Royal Palm Road, Suite J Phoenix, AZ 85021 Maricopa County
OUR U.S. FULL SERVICE OFFICES:
HOW TO NAME US AS YOUR REGISTERED AGENT Listing the correct name and address of your Registered Agent on filings is critically important. To make sure you have the most current address for COGENCY GLOBAL
HAMP Activity by Metropolitan Statistical Area
Total Abilene, TX 99 5 46 29 34 0.0% Aguadilla-Isabela-San Sebastian, PR 173 5 137 116 121 0.0% Akron, OH 3,273 115 1,922 1,439 1,554 0.2% Albany, GA 364 13 205 130 143 0.0% Albany-Schenectady-Troy, NY
HAMP Activity by Metropolitan Statistical Area
HAMP by Abilene, TX 11 22 33 0.0% Aguadilla-Isabela-San Sebastian, PR 35 24 59 0.0% Akron, OH 274 905 1,179 0.2% Albany, GA 30 84 114 0.0% Albany-Schenectady-Troy, NY 185 537 722 0.1% Albuquerque, NM 352
MetroMonitor Tracking Economic Recession and Recovery in America s 100 Largest Metropolitan Areas
MetroMonitor Tracking Economic Recession and Recovery in America s 100 Largest Metropolitan Areas Howard Wial and Richard Shearer June 2010 Two-and-one-half years after the beginning of the Great Recession,
Anatomy of the Beginning of the Housing Boom: U.S. Neighborhoods and Metropolitan Areas,
Anatomy of the Beginning of the Housing Boom: U.S. Neighborhoods and Metropolitan Areas, 1993-2009 Fernando Ferreira and Joseph Gyourko The Wharton School, University of Pennsylvania & NBER August 18,
Home prices by city - MSN Money
The Basics 8/30/2007 9:00 AM ET Home prices by city By MSN Money staff Appreciation in U.S. housing prices stayed just barely in positive territory in the second quarter, according to the Office of Federal
At the end of the bill (before the short title), insert the following:
AMENDMENT TO H. R. (CONTINUING APPROPRIATIONS, 0) OFFERED BY MR. PENCE OF INDIANA At the end of the bill (before the short title), insert the following: 0 SEC. ll. None of the funds made available by this
The 182 Arts & Economic Prosperity IV Study Regions
Group Arts ECONOMIC IMPACT OF SPENDING NATIONAL ESTIMATES OF ECONOMIC IMPACT $61.1 Billion $74.1 Billion $135.2 Billion 4.1 Million $86.7 Billion $6.7 Billion $9.6 Billion AK City and Borough of Juneau
New Home Prices and Households Priced Out of the Market by a $1,000 Price Increase, Median New Home Price
New s and of the Market by a $1,000 Price Increase, 2016 Abilene, TX 279,390 78,953 58,817 78 Akron, OH 273,022 74,459 281,551 362 Albany, GA 144,953 37,955 57,400 150 Albany, OR 258,232 65,588 46,727
Reported Locations of Katrina/Rita Applicants from Louisiana, Mississippi, Alabama and Texas disasters as of
Reported Locations of Katrina/Rita Applicants from Louisiana, Mississippi, Alabama and Texas disasters as of 02-15-06 This report reflects the applicants reporting of their locations, including those who
Job Growth 12 Months Ending November 2016
1 338 Cleveland Tennessee 7.36% 3.6 52.5 2 116 Ann Arbor Michigan 5.62% 12.1 227.4 3 2 Bend-Redmond Oregon 4.65% 3.5 78.7 4 1 St. George Utah 4.60% 2.7 61.4 5 12 Orlando-Kissimmee-Stanford Florida 4.48%
v,^»f D-E.R-Ar, RESERVE/ NVdtrsH^-i Ve^ie* * w BANK DEBITS AND DEPOSIT TURNOVER
v,^»f D-E.R-Ar, RESERVE/ NVdtrsH^-i Ve^ie* * w p z For immediate release -D August 17, 196? BANK DEBITS AND DEPOSIT TURNOVER Bank debits to demand deposit accounts (except interbank and U. S. Government
Network Algorithms: Movie 1 Minimum Cost Spanning Tree p. 1/
Anton Betten betten@math.colostate.edu Colorado State University Network Algorithms: Movie 1 Minimum Cost Spanning Tree p. 1/ Vancouver, BC Regina, SK Winnipeg, MB Williston, ND Seattle, WA Spokane, WA
Home prices may be bottoming out
Page 1 of 6 Powered by Home prices may be bottoming out Realtors group says prices rose for the second straight quarter, but are still down sharply versus last year. By Les Christie and Ben Rooney, CNNMoney.com
DEMAND DEPOSITS (END OF MONTH) TOTAL LEADING CENTERS TOTAL ; 1 CENTERS OTHER
Ml ' "f
Rebound Report - May Sorted by Population Rank
to 1 New York-Newark-Jersey City, NY-NJ-PA 204.64 Jun-06 158.61 Feb-12 46.03 179.27 0.40% 1.22% 2.95% 88.84% 2 Los Angeles-Long Beach-Anaheim, CA 263.11 Apr-06 150.04 Feb-12 113.06 208.19 0.66% 2.01% 5.78%
BLACK KNIGHT HPI REPORT
CONTENTS 1 OVERVIEW 2 NATIONAL OVERVIEW 3 LARGEST STATES AND METROS 4 FEBRUARY S BIGGEST MOVERS 5 20 LARGEST STATES 6 40 LARGEST METROS 7 ADDITIONAL INFORMATION OVERVIEW Each month, the Data & Analytics
BANK DEBITS, DEPOSITS, AND DEPOSIT TURNOVER (DOLLAR AMOUNTS IN BILLIONS, SEASONALLY ADJUSTED) DEBITS TO DEMAND DEPOSIT ACCOUNTS (AN NUAL RATE BASIS)
El FEDERAL statistical RESERVE release FOR IMMEDIATE RELEASE July 2, 1974 BANK DEBITS, DEPOSITS, AND DEPOSIT TURNOVER (DOLLAR AMOUNTS IN BILLIONS, SEASONALLY ADJUSTED) DEBITS TO DEMAND DEPOSIT ACCOUNTS
House Prices in America
House s in America Update for the 2 nd Quarter of 2006 A Global Insight / National City Corporation Joint Venture September 2006 House s in America: Update Summary Overvaluation became more pervasive
10120 IV Judicial District CASA - Family Advocates Boise ID
Prog ID Program Name City ST 10900 Alaska CASA Anchorage AK 10003 CASA of Jefferson County Birmingham AL 11366 Lee County CASA Opelika AL 10013 CASA of the 20th Judicial District Conway AR 10902 Arkansas
House Prices in America: 3rd Quarter 2009 Update. December PREPARED BY IHS Global Insight and PNC Financial Services Group
House s in America: 3rd Quarter 2009 Update December 2009 PREPARED BY IHS Global Insight and PNC Financial Services Group A special report by IHS Global Insight's U.S. Regional Group House s in America:
Foreclosure Counseling: Areas of Greatest Need
Foreclosure Counseling: Areas of Greatest Need CRL Research Brief December 1, 2011 Five years into the foreclosure crisis, borrowers across the country are still struggling with their mortgage payments,
ILLINOIS INTERSTATE AND INTRASTATE LOCAL REDUCED CITY-PAIR FARES
The following section contains city-pair fares that are lower than walkup mileage-based fares. Although shown in only one direction, the fares in this section apply in both directions, unless otherwise
Higher Education in America s Metropolitan Areas A Statistical Profile
Higher Education in America s Metropolitan Areas A Statistical Profile MSA Study No.2 Higher Education in America s Metropolitan Areas A Statistical Profile CONTENTS Why Metro Areas? 1 Executive Summary
Table of Contents. I. Staff Salary Survey Summary by Job Position Nationwide
How to Use the Staff Salary Survey... x Job Positions / Descriptions... xii Regions... xvii Divisions... xviii Map of Census Regions and Divisions of the U.S.... xix Metropolitan Statistical Areas... xx
Table 3 New Home Prices and Households Priced Out of the Market by a $1,000 Price Increase, Median New Home Price
Abilene, TX 325,222 94,220 66,564 76 Akron, OH 308,026 91,952 298,731 483 Albany, GA 194,140 59,178 58,373 138 Albany, OR 423,517 115,351 48,293 49 Albany-Schenectady-Troy, NY 503,190 154,946 359,377 188
STATEMENT FOR THE PRESS MONTHLY STATEMENT OF DEBITS TO INDIVIDUAL ACCOUNTS BI BANKS IN REPORTING CENTERS
Form Fft-286 For immediate release STATEMENT FOR THE PRESS Board oif Governors of the Federal Reserve System November 7, MONTHLY STATEMENT OF DEBITS TO INDIVIDUAL ACCOUNTS BI BANKS IN REPORTING CENTERS
The FMR history file contains the following fields, all for 2-bedroom FMRs. It is in EXCEL format for easy use with database or spreadsheet programs.
The FMR history file contains the following fields, all for 2-bedroom FMRs. It is in EXCEL format for easy use with database or spreadsheet programs. GENERAL NOTES 1. There are no Fiscal Year 1984 FMRs
U.S. Regional Outlook
U.S. Regional Outlook Presented by: Mark McMullen Director of Government Consulting FTA Revenue Estimating Conference September 18, 26 Widespread Pattern of Economic Expansion Based on employment and industrial
(See Note 1) Solar Energy Factor (SEF D ) Solar Fraction (SF D ) Estimated Energy Savings SYSTEM DETAILS
OG-300 ICC-SRCC TM CERTIFIED SOLAR SYSTEM # SYSTEM INFORMATION Pumped Internal Backup: Gas Tank Collector Type: Glazed Flat Plate Solar Tank Volume: 379 liter (100 gal) Collector Heat Transfer Fluid: GRAS
CONNECTICUT INTERSTATE AND INTRASTATE LOCAL REDUCED CITY-PAIR FARES
PASSENGER TARIFF AND SALES MANUAL CONNECTICUT INTERSTATE AND INTRASTATE LOCAL REDUCED CITY-PAIR S The following section contains city-pair fares that are lower than walkup mileage-based fares. Although
National Insurance Crime Bureau Hot Spot Thefts by State 2016
Alabama 62 42 23 17980 Columbus, GA-AL Metropolitan Statistical Area 1,119.00 353.49 1,144.00 364.62 1,275.00 406.04 57 68 71 33660 Mobile, AL Metropolitan Statistical Area 1,519.00 375.61 1,205.00 290.09
Metropolitan areas with worst theft losses. Frequency: claims per 1,000 insured vehicle yrs
Loss Facts April 2007 Theft losses By metropolitan area of the United States Insurers pay about $23 per because of theft losses. These losses aren t uniform across the United States. They vary widely.
US Housing Overview. October 7, Toby Morrison. Regional Sales Director MARKET INTELLIGENCE
US Housing Overview October 7, 2010 Toby Morrison Regional Sales Director 480-415-2578 MARKET INTELLIGENCE www.hanleywood.com www.builderinfostore.com Agenda National Overview Remodel & New Construction