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The Virginia Tech U.S. Forest Service October 218 Housing Commentary: Section I Urs Buehlmann Department of Sustainable Biomaterials College of Natural Resources & Environment Virginia Tech Blacksburg, VA 54.231.9759 buehlmann@gmail.com Delton Alderman Forest Products Marketing Unit Forest Products Laboratory U.S. Forest Service Madison, WI 34.431.2734 dalderman@fs.fed.us 218 Virginia Polytechnic Institute and State University VCE-CNRE NP Virginia Cooperative Extension programs and employment are open to all, regardless of age, color, disability, gender, gender identity, gender expression, national origin, political affiliation, race, religion, sexual orientation, genetic information, veteran status, or any other basis protected by law. An equal opportunity/affirmative action employer. Issued in furtherance of Cooperative Extension work, Virginia Polytechnic Institute and State University, Virginia State University, and the U.S. Department of Agriculture cooperating. Edwin J. Jones, Director, Virginia Cooperative Extension, Virginia Tech, Blacksburg; M. Ray McKinnie, Administrator, 189 Extension Program, Virginia State University, Petersburg.

Table of Contents Slide 3: Opening Remarks Slide 4: Housing Scorecard Slide 5: Wood Use in Construction Slide 8: New Housing Starts Slide 13: Regional Housing Starts Slide 22: New Housing Permits Slide 25: Regional New Housing Permits Slide 32: Housing Under Construction Slide 34: Regional Under Construction Slide 39: Housing Completions Slide 44: Regional Housing Completions Slide 46: New Single-Family House Sales Slide 49: Regional SF House Sales & Price Slide 56: New SF Sales-Population Ratio Slide 66: Construction Spending Slide 68: Construction Spending Shares Slide 74: Existing House Sales Slide 76: First-Time Purchasers Slide 82: Affordability Slide 84: Summary Slide 85: Virginia Tech Disclaimer Slide 86: USDA Disclaimer This report is a free monthly service of Virginia Tech. Past issues are available at: http://woodproducts.sbio.vt.edu/housingreport. To request the commentary, please email: buehlmann@gmail.com or dalderman@fs.fed.us

Opening Remarks October housing data suggests a slowdown, or a normalization of housing construction at a decreased level. The questions are: Is this permanent, or due to seasonal slowing? October housing data was mostly negative, with several monthly declines in single-family starts, permits, and completions, and new singlefamily sales. Several housing data reports were negative on year-over-year basis. Total and single-family housing under construction remained positive, except for multi-family data. Total housing completions declined on a month-over-month and yearly basis. New and existing sales continued their stagnant trend, monthly and yearly. Total private and single-family construction spending also were minimally negative on a monthly basis. The December 9th Atlanta Fed GDPNow model projects an aggregate -2.3% decline for residential investment spending. New private permanent site expenditures were projected for a 4.5% decrease; the improvement spending forecast was a 4.% increase; and the manufactured/mobile housing projection was a 8.6% improvement (all: quarterly log change and seasonally adjusted annual rate) 1. More than a decade after the start of the recession, housing starts sit at about 1.2 million units, which, while up substantially from a low of 5, or so in 211, remain not within earshot of their cyclical high of 2 million units in 25. (In 28, starts sat at 9, units.) Yes, it s true that the median sales price of new single-family houses (in 217 dollars), which tumbled 16% from 25 to 211, has since recovered and hit an all-time high of about $32,. And, yes, the foreclosure rate is back to normal, and, yes, the national average credit score sits at a record high of 74. And, yes, household formation rates have improved, which should drive demand for new houses. But, no, the housing industry has not emerged from the recession in the best of shape. Housing starts, the industry s key indicator, remain close to the typical recession level, and at $27 billion in 217, the value of new single-family houses added to the housing stock is close to 5% off from the 25 peak. Another reason the industry doesn t have much to celebrate? With slumping housing starts and with a veritable handful of big builders controlling more of the country s housing activity, the number of active building firms in the U.S. has declined from 75, in 28 to 3, this year. That s a 6% decline and the clearest sign yet of a housing industry in something closer to retreat than recovery. 2 Frank Anton, Vice Chairman Emeritus, Hanley Wood This month s commentary contains applicable housing data: Section I contains data and commentary and Section II includes regional Federal Reserve analysis, private indicators, and demographic and economic commentary. Sources: 1 www.frbatlanta.org/cqer/research/gdpnow.aspx; 12/9/18; 2 www.builderonline.com/money/economics/will-the-housing-market-ever-really-recover_o; 11/7/18

October 218 Housing Scorecard M/M Y/Y Housing Starts 1.5% 2.9% Single-family Starts 1.8% 2.6% Housing Permits.6% 6.% Single-family Permits.6%.6% Housing Under Construction.5% 3.6% Single-family Under Construction 1.% 8.4% Housing Completions 3.3% 6.5% Single-family Completions 1.2% 4.3% New Single-family House Sales 8.9% 12.% Private Residential Construction Spending.5% 1.8% Single-family Construction Spending.5% 2.4% Existing House Sales 1 1.4% 5.1% M/M = month-over-month; Y/Y = year-over-year; NC = no change Sources: U.S. Department of Commerce-Construction; 1 FRED: Federal Reserve Bank of St. Louis

New Construction s Percentage of Wood Products Consumption 36% 56% 69% All Sawnwood Structural panels Non-structural panels Source: U.S. Forest Service. Howard, J. and D. McKeever. 217. U.S. Forest Products Annual Market Review and Prospects, 213-217

New SF Construction Percentage of Wood Products Consumption 14% 86% Non-structural panels: New Housing Other markets 6% 4% Structural panels: New housing Other markets 25% All Sawnwood: New housing 75% Other markets Source: U.S. Forest Service. Howard, J. and D. McKeever. 217. U.S. Forest Products Annual Market Review and Prospects, 213-217

Repair and Remodeling s Percentage of Wood Products Consumption 14% Non-structural panels: Remodeling 23% All Sawnwood: Remodeling 86% Other markets 77% Other markets 21% Structural panels: Remodeling 79% Other markets Source: U.S. Forest Service. Howard, J. and D. McKeever. 217. U.S. Forest Products Annual Market Review and Prospects, 213-217

New Housing Starts Total Starts* SF Starts MF 2-4 Starts** MF 5 Starts October 1,228, 865, 2, 343, September 1,21, 881, 6, 323, 217 1,265, 888, 18, 359, M/M change 1.5-1.8 233.3 6.2 Y/Y change -2.9-2.6 11.1-4.5 * All start data are presented at a seasonally adjusted annual rate (SAAR). ** US DOC does not report 2 to 4 multifamily starts directly, this is an estimation ((Total starts (SF + 5 unit MF)). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Total Housing Starts 2, 1,8 1,6 1,4 1,2 1, 8 6 4 2 SAAR = Seasonally adjusted annual rate; in thousands Total Starts 1,228, Total SF 865, 7.4% Total 2-4 MF 2, 1.6% Total 5 MF 343, 27.9% Total starts 58-year average: 1,439 m units SF starts 58-year average: 1,22 m units MF starts 53-year average: 42 m units US DOC does not report 2 to 4 multifamily starts directly, this is an estimation: ((Total starts (SF + Total MF)). * Percentage of total starts. SF Starts 2-4 MF Starts 5 MF Starts Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New SF Starts.2.18.16 2 to 54 population/sf starts: 1/1/59 to 7/1/7 ratio:.13 2 to 54 year old classification: 1/18 ratio:.59.14.12.1.8.6.4.2. Total non-institutionalized/start ratio: 1/1/59 to 7/1/7:.66 Total: 1/18 ratio:.33 Ratio: SF Housing Starts/Civilian Noninstitutional Population Ratio: SF Housing Starts/Civilian Noninstitutional Population (2-54) New SF starts adjusted for the US population From October 1959 to October 27, the long-term ratio of new SF starts to the total US non-institutionalized population was.66; in October 218 it was.33 a slight decrease from September. The long-term ratio of non-institutionalized population, aged 2 to 54 is.13; in October 218 was.59 no change from September. From a population worldview, new SF construction is less than what is necessary for changes in population (i.e., under-building). Sources: http://www.census.gov/construction/nrc/pdf/newresconst.pdff and The Federal Reserve Bank of St. Louis; 11/2/18

Total Housing Starts: Six-Month Average 1,4 1,35 Total Starts SAAR; in thousands 1,3 1,25 1,228 1,235 1,2 1,15 1,1 1,5 1, Total Starts: (monthly) Total Starts: 6-month Ave. Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

SF Housing Starts: Six-Month Average 1, SF Starts SAAR; in thousands 95 9 85 881 865 8 75 7 SF Starts: (monthly) SF Starts: 6-month Ave. Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New Housing Starts by Region 1,2 SAAR; in thousands 1, 8 6 Total Regional Starts Total NE 87, 7.1% Total MW 21, 17.1% Total S 596, 48.5% Total W 335, 27.3% 4 2 NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). * Percentage of total starts. Total NE Starts Total MW Starts Total S Starts Total W Starts Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New Housing Starts by Region NE Total NE SF NE MF** October 87, 7, 17, September 132, 61, 71, 217 145, 64, 81, M/M change -34.1 14.8-76.1 Y/Y change -4. 9.4-79. MW Total MW SF MW MF October 21, 127, 83, September 158, 129, 29, 217 2, 144, 56, M/M change 32.9-1.6 186.2 Y/Y change 5. -11.8 48.2 All data are SAAR; NE = Northeast and MW = Midwest. ** US DOC does not report multifamily starts directly, this is an estimation (Total starts SF starts). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New Housing Starts by Region S Total S SF S MF** October 596, 427, 169, September 569, 445, 124, 217 617, 475, 142, M/M change 4.7-4. 36.3 Y/Y change -3.4-1.1 19. W Total W SF W MF October 335, 241, 94, September 351, 246, 15, 217 33, 25, 98, M/M change -4.6-2. -1.5 Y/Y change 1.6 17.6-4.1 All data are SAAR; S = South and W = West. ** US DOC does not report multifamily starts directly, this is an estimation (Total starts SF starts). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Total SF Housing Starts by Region 9 8 7 6 SAAR; in thousands Total SF Starts by Region Total NE 7, 5.7% Total MW 127, 1.3% Total S 427, 34.8% Total W 241, 19.6% 5 4 3 2 1 NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). * Percentage of total starts. NE SF Starts MW SF Starts S SF Starts W SF Starts Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Nominal & SAAR SF Starts 1, 9 8 7 6 LHS: SAAR; in thousands 771 841 748 767 77 772 783 732 727 73 62 58 7 871 75 73 73 67 67 823 815 88 61 RHS: Non-adjusted; in thousands 948 888 886 9 938 898 851 824 86 839 834 877 791 878 831 861 882 89 89 881 865 847 85 84 84 82 79 81 77 77 78 73 76 73 75 75 7 69 62 59 53 55 6 1 9 8 7 6 5 5 53 5 4 3 October 217 and October 218 4 3 2 2 1 15.4 14.5 12.1.61.41.3 1.61.911.611.9 13.6 15.4 15.315.3 14.911.9 1.8 1.31.3 1.6 11.2 11.5 11.7 13.7 14.814.4 12.21.61.61.21.511. 11.7 11.6 1 New SF Starts (adj) Apparent Expansion Factor New SF Starts (non-adj) Nominal and Adjusted New SF Monthly Starts Presented above is nominal (non-adjusted) new SF start data contrasted against SAAR data. The apparent expansion factor is the ratio of the unadjusted number of houses started in the US to the seasonally adjusted number of houses started in the US (i.e., to the sum of the seasonally adjusted values for the four regions). U.S. DOC-Construction Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

MF Housing Starts by Region 25 2 SAAR; in thousands Total MF Starts by Region Total NE 17, 1.4% Total MW 83, 6.8% Total S 169, 13.8% Total W 94, 7.7% 15 1 5 NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). * Percentage of total starts. NE MF Starts MW MF Starts S MF Starts W MF Starts Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

SF & MF Housing Starts (%) 1.% 9.% 8.% 78.5% 7.% 6.% 7.4% 5.% 4.% 3.% 2.% 21.5% 27.9% 1.%.% Single-Family Starts: % Multi-Family Starts: % Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Railroad Lumber & Wood Shipments vs. U.S. SF Housing Starts 1, LHS: Lumber shipments carloads (weekly average/month) RHS: SF Starts-in thousands 1,4 9, 1,2 8, 7, 1, 6, 8 5, 4, 6 3, 4 2, 1, Data are average weekly originations for each month, are not seasonally adjusted, and do not include intermodal. AAR 2 Lumber & Wood Shipments (U.S. + Canada) SF Starts Sources: Association of American Railroads (AAR), Rail Time Indicators report 11/8/18; U.S. DOC-Construction; 11/2/18

Railroad Lumber & Wood Shipments vs. U.S. SF Housing Starts: 6-month Offset 1, LHS: Lumber shipments carloads (weekly average/month) RHS: SF Starts-in thousands 1,4 9, 8, 1,2 7, 1, 6, 8 5, 4, 6 3, 4 2, 1, Data are average weekly originations for each month, are not seasonally adjusted, and do not include intermodal. AAR 2 Lumber & Wood Shipments (U.S. + Canada) SF Starts (6-mo. offset) In this graph, January 27 lumber shipments are contrasted with October 27 SF starts, and continuing through October 218 SF starts. The purpose is to discover if lumber shipments relate to future single-family starts. Also, it is realized that lumber and wood products are trucked; however, to our knowledge comprehensive trucking data is not available. Sources: Association of American Railroads (AAR), Rail Time Indicators report 11/8/18; U.S. DOC-Construction; 11/2/18

New Housing Permits Total Permits* SF Permits MF 2-4 unit Permits MF 5 unit Permits October 1,263, 849, 38, 376, September 1,27, 854, 4, 376, 217 1,343, 854, 35, 454, M/M change -.6 -.6-5.. Y/Y change -6. -.6 8.6-17.2 * All permit data are presented at a seasonally adjusted annual rate (SAAR). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Total New Housing Permits 1,8 SAAR; in thousands 1,6 1,4 1,2 1, Total Permits 1,263, Total SF 849, 67.2% Total 2-4 MF 38, 3.% Total 5 MF 376, 29.8% 8 6 4 2 NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). * Percentage of total permits. SF Permits 2-4 MF Permits 5 MF Permits Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Nominal & SAAR SF Permits 1, 9 8 7 6 5 4 3 2 1 LHS: SAAR; in thousands RHS: Non-adjusted; in thousands 84 82 877 79 82 78 83 834 796 813 817 831 854 864 87 886 851 79 79 77 78 77 843 849 75 7 71 863 853 873 733 731 743 749 779 786 86 826 83 827 854 68 784 737 743 735 69 69 743 67 71 76 62 65 68 718 63 61 62 56 62 57 56 58 62 46 53 54 October 217 and October 218 9 8 7 6 5 4 3 2 1 16.16.1 13.811. 1.8 1.69.6 12.21.512.3 12.8 14.8 14.5 15.6 14.31.3 11.3 1.41. 11.6 1.8 12.8 12.2 14.115.4 14.313.711.41.71.1 1.7 1.61.9 1.8 New SF Permits (adj) Apparent Expansion Factor New SF Permits (non-adj) Nominal and Adjusted New SF Monthly Permits Presented above is nominal (non-adjusted) new SF start data contrasted against SAAR data. The apparent expansion factor is the ratio of the unadjusted number of houses started in the US to the seasonally adjusted number of houses started in the US (i.e., to the sum of the seasonally adjusted values for the four regions). U.S. DOC-Construction Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New Housing Permits by Region NE Total* NE SF NE MF** October 115, 63, 52, September 95, 57, 38, 217 121, 51, 7, M/M change 21.1 1.5 36.8 Y/Y change -5. 23.5-25.7 MW Total* MW SF MW MF** October 187, 116, 71, September 171, 119, 52, 217 197, 127, 7, M/M change 9.4-2.5 36.5 Y/Y change -5.1-8.7 1.4 * All data are SAAR ** US DOC does not report multifamily starts directly, this is an estimation (Total starts SF starts). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New Housing Permits by Region S Total* S SF S MF** October 648, 463, 185, September 664, 459, 25, 217 647, 461, 186, M/M change -2.4.9-9.8 Y/Y change.2.4 -.5 W Total* W SF W MF** October 313, 27, 16, September 34, 219, 121, 217 378, 215, 163, M/M change -7.9-5.5-12.4 Y/Y change -17.2-3.7-35. All data are SAAR ** US DOC does not report multifamily starts directly, this is an estimation (Total starts SF starts). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Total Housing Permits by Region 1,2 SAAR; in thousands 1, 8 Total Regional Permits Total NE 115, 9.1% Total MW 187, 14.8% Total S 648, 51.3% Total W 313, 24.8% 6 4 2 * Percentage of total permits. NE Permits MW Permits S Permits W Permits NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

SF Housing Permits by Region 9 SAAR; in thousands 8 7 6 5 Total SF Permits Total NE 63, 5.% Total MW 116, 9.2% Total S 463, 36.7% Total W 27, 16.4% 4 3 2 1 * Percentage of total permits. NE SF Permits MW SF Permits S SF Permits W SF Permits NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

MF Housing Permits by Region 3 25 2 SAAR; in thousands Total MF Permits Total NE 52, 4.1% Total MW 71, 5.6% Total S 185, 14.6% Total W 16, 8.4% 15 1 5 * Percentage of total permits. NE MF Permits MW MF Permits S MF Permits W MF Permits NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Railroad Lumber & Wood Shipments vs. U.S. SF Housing Permits 1, LHS: Lumber shipments carloads (weekly average/month) RHS: SF permits-in thousands 1,2 9, 8, 1, 7, 8 6, 5, 6 4, 3, 4 2, 1, Data are average weekly originations for each month, are not seasonally adjusted, and do not include intermodal. AAR 2 Lumber & Wood Shipments (U.S. + Canada) SF Permits Sources: Association of American Railroads (AAR), Rail Time Indicators report 11/8/18; U.S. DOC-Construction; 11/2/18

Railroad Lumber & Wood Shipments vs. U.S. SF Housing Permits: 3-month Offset 1, LHS: Lumber shipments carloads (weekly average/month) RHS: SF Starts-in thousands 1,2 9, 8, 1, 7, 8 6, 5, 6 4, 3, 4 2, 1, Data are average weekly originations for each month, are not seasonally adjusted, and do not include intermodal. AAR 2 Lumber & Wood Shipments (U.S. + Canada) SF Permits (3-mo. offset) In this graph, January 27 lumber shipments are contrasted with October 27 SF permits, continuing through October 218. The purpose is to discover if lumber shipments relate to future single-family permits. Also, it is realized that lumber and wood products are trucked; however, to our knowledge comprehensive trucking data is not available. Sources: Association of American Railroads (AAR), Rail Time Indicators report 11/8/18; U.S. DOC-Construction; 11/2/18

New Housing Under Construction (HUC) Total Under Construction* SF Under Construction MF 2-4 unit** Under Construction All housing under construction data are presented at a seasonally adjusted annual rate (SAAR). ** US DOC does not report 2-4 multifamily units under construction directly, this is an estimation ((Total under construction (SF + 5 unit MF)). MF 5 unit Under Construction October 1,137, 527, 13, 597, September 1,131, 522, 12, 597, 217 1,97, 486, 12, 599, M/M change.5 1. 8.3. Y/Y change 3.6 8.4 8.3 -.3 Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Total Housing Under Construction 1, 9 8 7 6 SAAR; in thousands Total HUC 1,137, Total SF 527, 46.4% Total 2-4 MF 13, 1.1% Total 5 MF 597, 52.5% 5 4 3 2 1 SF Under Construction 2-4 MF Under Construction 5 MF Under Construction NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). * Percentage of total housing under construction units. Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New Housing Under Construction by Region NE Total NE SF NE MF** October 19, 61, 129, September 191, 6, 131, 217 192, 53, 139, M/M change -.5 1.7-1.5 Y/Y change -1. 15.1-7.2 MW Total MW SF MW MF October 152, 82, 7, September 152, 82, 7, 217 154, 8, 74, M/M change... Y/Y change -1.3 2.5-5.4 All data are SAAR; NE = Northeast and MW = Midwest. ** US DOC does not report multifamily units under construction directly, this is an estimation (Total under construction SF under construction). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New Housing Under Construction by Region S Total S SF S MF** October 457, 241, 216, September 452, 238, 214, 217 444, 23, 214, M/M change 1.1 1.3.9 Y/Y change 2.9 4.8.9 W Total W SF W MF October 338, 143, 195, September 336, 142, 194, 217 37, 123, 184, M/M change.6.7.5 Y/Y change 1.1 16.3 6. All data are SAAR; S = South and W = West. ** US DOC does not report multifamily units under construction directly, this is an estimation (Total under construction SF under construction). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Total Housing Under Construction by Region 7 6 5 SAAR; in thousands Total Regional HUC Total NE 19, 16.7% Total MW 152, 16.7% Total S 457, 4.2% Total W 338, 29.7% 4 3 2 1 NE Under Construction MW Under Construction S Under Construction W Under Construction NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). * Percentage of total housing under construction units. Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

SF Housing Under Construction by Region 45 4 35 3 25 SAAR; in thousands Total SF HUC Total NE 61, 5.4% Total MW 82, 7.2% Total S 241, 21.2% Total W 143, 12.6% 2 15 1 5 NE SF Under Construction MW SF Under Construction S SF Under Construction W SF Under Construction NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). * Percentage of total housing under construction units. Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

MF Housing Under Construction by Region 25 2 SAAR; in thousands Total MF HUC Total NE 129, 11.3% Total MW 7, 6.2% Total S 216, 19.% Total W 195, 17.2% 15 1 5 NE MF Under Construction MW MF Under Construction S MF Under Construction W MF Under Construction NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). * Percentage of total housing under construction units. Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New Housing Completions Total Completions* SF Completions MF 2-4 unit** Completions MF 5 unit Completions October 1,111, 832, 1, 269, September 1,149, 842, 8, 299, 217 1,188, 798, 7, 383, M/M change -3.3% -1.2% 25.% -1.% Y/Y change -6.5% 4.3% 42.9% -29.8% * All completion data are presented at a seasonally adjusted annual rate (SAAR). ** US DOC does not report multifamily completions directly, this is an estimation ((Total completions (SF + 5 unit MF)). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Total Housing Completions 1,8 1,6 1,4 1,2 SAAR; in thousands Total Completions 1,111, Total SF 832, 74.9% Total 2-4 MF 1,.9% Total 5 MF 269, 24.2% 1, 8 6 4 2 Total SF Completions Total 2-4 MF Completions Total 5 MF Completions US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). * Percentage of total housing completions Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Total Housing Completions by Region 1, 9 8 7 SAAR; in thousands Total Regional Completions Total NE 77, 6.9% Total MW 181, 16.3% Total S 544, 49.% Total W 39, 27.8% 6 5 4 3 2 1 NE Completions MW Completions S Completions W Completions NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). * Percentage of total housing completions Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New Housing Completions by Region NE Total NE SF NE MF** October 77, 49, 28, September 17, 6, 47, 217 139, 61, 78, M/M change -28.% -18.3% -4.4% Y/Y change -44.6% -19.7% -64.1% MW Total MW SF MW MF October 181, 124, 57, September 178, 129, 49, 217 148, 129, 19, M/M change 1.7% -3.9% 16.3% Y/Y change 22.3% -3.9% 2.% All data are SAAR; NE = Northeast and MW = Midwest. ** US DOC does not report multifamily units under construction directly, this is an estimation (Total under construction SF under construction). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New Housing Completions by Region S Total S SF S MF** October 544, 424, 12, September 565, 439, 126, 217 628, 427, 21, M/M change -3.7% -3.4% -4.8% Y/Y change -13.4% -.7% -4.3% W Total W SF W MF October 39, 235, 74, September 299, 214, 85, 217 273, 181, 92, M/M change 3.3% 9.8% -12.9% Y/Y change 13.2% 29.8% -19.6% All data are SAAR; S = South and W = West. ** US DOC does not report multifamily units under construction directly, this is an estimation (Total under construction SF under construction). Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

Total Housing SF Completions by Region 9 SAAR; in thousands 8 7 6 Total SF Completions Total NE 49, 4.4% Total MW 124, 11.2% Total S 424, 38.2% Total W 235, 21.2% 5 4 3 2 1 NE SF Completions MW SF Completions S SF Completions W SF Completions NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). * Percentage of total housing completions Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New Housing MF Completions by Region 25 2 SAAR; in thousands Total MF Completions Total NE 28, 2.5% Total MW 57, 5.1% Total S 12, 1.8% Total W 74, 6.7% 15 1 5 NE MF Completions MW MF Completions S MF Completions W MF Completions NE = Northeast, MW = Midwest, S = South, W = West US DOC does not report 2 to 4 multi-family completions directly, this is an estimation (Total completions SF completions). * Percentage of total housing completions All data are SAAR; NE = Northeast and MW = Midwest; * Percentage of total housing completions. Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/2/18

New Single-Family House Sales New SF Sales* Median Price Mean Price * All new sales data are presented at a seasonally adjusted annual rate (SAAR) 1 and housing prices are adjusted at irregular intervals 2. New SF sales were markedly less than the consensus forecast 3 of 575 m. The past three month s new SF sales data also were revised downward: July initial: 654 m revised to 66 m; August initial: 69 m revised to 591 m; September initial: 693 m revised to 597 m. Month's Supply October 544, $39,7 $395, 7.4 September 597, $321,3 $379, 6.5 217 618, $319,5 $394, 5.6 M/M change -8.9% -3.6% 4.2% 13.8% Y/Y change -12.% -3.1%.3% 32.1% Sources: 1 http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18; 2 https://www.census.gov/construction/cpi/pdf/descpi_sold.pdf 3 http://mam.econoday.com/byshoweventfull.asp; 11/28/18

New SF House Sales 1,4 SAAR; in thousands 1,2 1, 8 1963-216 average: 65,963 units 6 4 1963-2 average: 633,895 units October 218: 544, 2 Total New SF Sales Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18

New SF Housing Sales: Six-month average & monthly 8 SAAR; in thousands 7 6 615 5 544 4 3 2 1 Six-month SF Sales Average New SF Sales (monthly) Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18

New SF House Sales by Region and Price Category NE SF Sales MW SF Sales S SF Sales W SF Sales October 22, 6, 313, 149, September 27, 77, 339, 154, 217 41, 72, 354, 151, M/M change -18.5% -22.1% -7.7% -3.2% Y/Y change -46.3% -16.7% -11.6% -1.3% $15m $15 - $199.9m $2-299.9m $3 - $399.9m $4 - $499.9m $5 - $749.9m $75m October 1,2,3,4 2, 3, 15, 1, 5, 4, 3, September 1, 3, 16, 11, 8, 5, 2, 217 2, 4, 17, 11, 8, 5, 3, M/M change 1.%.% -6.3% -9.1% -37.5% -2.% 5.% Y/Y change.% -25.% -11.8% -9.1% -37.5% -2.%.% New SF sales: % 4.8% 7.1% 35.7% 23.8% 11.9% 9.5% 7.1% 1 All data are SAAR 2 Houses for which sales price were not reported have been distributed proportionally to those for which sales price was reported; 3 Detail may not add to total because of rounding. 4 Housing prices are adjusted at irregular intervals. Sources: 1,2,3 http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18; 4 https://www.census.gov/construction/cpi/pdf/descpi_sold.pdf

New SF House Sales October New SF Sales* $75m $5-$749.9m $4-$499.9m 3, 4, 5, New SF Sales: % $15m 4.8% $15-199.9m 7.1% $2-299.9m 35.7% $3-$399.9m 23.8% $4-$499.9m 11.9% $5-$749.9m 9.5% $75m 7.1% $3-$399.9m 1, $2-299.9m 15, $15-$199.9m 3, $15m 2, - 2, 4, 6, 8, 1, 12, 14, 16, * Total new sales by price category and percent. Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18

New SF House Sales by Region 7 SAAR; in thousands 6 5 Total SF Sales Total NE 22, 4.% Total MW 6, 11.% Total S 313, 57.5% Total W 149, 27.4% 4 3 2 1 * Percentage of total new sales. NE SF Sales MW SF Sales S SF Sales W SF Sales Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18

New SF House Sales by Price Category 4 22-217; in thousands, and thousands of dollars; SAAR 35 3 217 Total New SF Sales*: 612 m units Sales_Cat!#REF! Sales_Cat!#REF! 25 $2-299.9 2 15 186 147 $3-$399.9 $4-$499.9 1 5 32 88 79 $5-$749.9 > $75 * Sales tallied by price category. 22 23 24 25 26 27 28 29 21 211 212 213 214 215 216 217 Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 3/23/18

New SF House Sales 1.% 9.% 92.4% 8.% 7.% 71.4% 6.% 5.% 4.% 3.% 2.% 28.6% 1.%.% 7.6% % of Sales: $4m % of Sales: $4m New SF Sales $4m houses: 22 October 218 The sales share of $4 thousand plus SF houses is presented above 1, 2. Since the beginning of 212, the upper priced houses have and are garnering a greater percentage of sales. A decreasing spread indicates that more high-end luxury homes are being sold. Several reasons are offered by industry analysts; 1) builders can realize a profit on higher priced houses; 2) historically low interest rates have indirectly resulted in increasing house prices; and 3) purchasers of upper end houses fared better financially coming out of the Great Recession. Source: 1 http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 2 https://www.census.gov/construction/cpi/pdf/descpi_sold.pdf 11/28/18

New SF House Sales 1.% 9.% 92.5% LHS: $2m; thousands of units; SAAR RHS: $5m; thousands of units; SAAR 8.% 7.% 6.% 5.% 4.% 58.3% 41.7% 3.% 2.% 1.%.% 7.5% New SF Sales: $ 2m and $5m: 22 to October 218 The number of $2 thousand plus SF houses has declined dramatically since 22 1, 2. Subsequently, from 212 onward, the $5 thousand class has soared (on a percentage basis) in contrast to the $2m class. One of the most oft mentioned reasons for this occurrence is builder net margins. Note: Sales values are not adjusted for inflation. < $199.999m (%) > $5m (%) Source: 1 http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 2 https://www.census.gov/construction/cpi/pdf/descpi_sold.pdf 11/28/18

New SF House Sales by Square Feet of Floor Area 14 in thousands of units; SAAR 12 119 1 8 6 4 2 37 55 21 1999 2 21 22 23 24 25 26 27 28 29 21 211 212 213 214 215 216 217 1,4 sq ft 4, sq ft New SF Sales: 1,4 square feet and 4, square feet: 1999 to 217 The number of SF houses sold ( 4, sq ft) has risen dramatically since 21.. Some of the most oft mentioned reasons for this is builder net margins; regulations, and finance availability. Source: https://www.census.gov/construction/chars/pdf/soldsquarefeet.pdf ; 11/28/18

New SF House Sales.11.1 2 to 54 year old population/new SF sales: 1/1/63 to 12/31/7 ratio:.62 2 to 54: 7/18 ratio:.37.9.8.7.6.5.4.3.2.1. Total US non-institutionalized population/new SF sales: 1/1/63 to 12/31/7 ratio:.39 All new SF sales: 7/18 ratio:.21 Ratio of New SF Sales/Civilian Noninstitutional Population Ratio of New SF Sales/Civilian Noninstitutional Population (2-54) New SF sales adjusted for the US population From October 1963 to November 27, the long-term ratio of new house sales to the total US noninstitutionalized population was.39; in October 218 it was.21 a decrease from September (.23). The non-institutionalized population, aged 2 to 54 long-term ratio is.62; in October 218 it was.37 also decrease from September (.4). All are non-adjusted data. From a population viewpoint, construction is less than what is necessary for changes in the population (i.e., under-building). Sources: http://www.census.gov/construction/nrc/pdf/newresconst.pdff and The Federal Reserve Bank of St. Louis; 11/28/18

Railroad Lumber & Wood Shipments vs. U.S. SF House Sales 1, LHS: Lumber shipments carloads (weekly average/month) RHS: New SF Sales-in thousands 9 9, 8 8, 7 7, 6 6, 5, 4, 5 4 3, 3 2, 2 1, Data are average weekly originations for each month, are not seasonally adjusted, and do not include intermodal. AAR 1 Lumber & Wood Shipments (U.S. + Canada) New SF Sales Sources: Association of American Railroads (AAR), Rail Time Indicators report 11/8/18; U.S. DOC-Construction; 11/28/18

Railroad Lumber & Wood Shipments vs. U.S. SF Housing Sales: 1-year Offset 1, LHS: Lumber shipments carloads (weekly average/month) RHS: New SF Sales-in thousands 9 9, 8 8, 7 7, 6 6, 5, 4, 5 4 3, 3 2, 2 1, Data are average weekly originations for each month, are not seasonally adjusted, and do not include intermodal. AAR 1 Lumber & Wood Shipments (U.S. + Canada) New SF Sales (1-yr. offset) In this graph, January 27 lumber shipments are contrasted with January 28 SF sales, and continuing through October 218. The purpose is to discover if lumber shipments relate to future single-family sales. Also, it is realized that lumber and wood products are trucked; however, to our knowledge comprehensive trucking data is not available. Sources: Association of American Railroads (AAR), Rail Time Indicators report 11/8/18; U.S. DOC-Construction; 11/28/18

Nominal vs. SAAR New SF House Sales 8 LHS: Nominal & Expansion Factors Nominal & SF data, in thousands RHS: New SF SAAR 8 711 7 6 5 4 559 566 56 52 525 533 39 45 5 55 53 5 627 54 567 46 599 57 577 579 548 44 46 4 39 43 615 51 61 638 59 66 619 56 57 56 564 48 559 45 639 616 5 49 653 5 633 663 672 45 48 54 66 61 633 653 62 612 56 52 66 591 47 597 45 544 42 7 6 5 4 3 3 2 Contrast of October 217 and October 218 2 1 1 13.3 11.71.7 1.3 1.6 11.211.6 12.3 13. 12.5 14.5 14.113.9 12.1 1.51.51.6 11.111.8 12.412.812.6 14.2 14.5 13.212.3 1.2 1.41.5 1.9 11.712.6 13.3 13. New SF sales (adj) Apparent Expansion Factor New SF sales (non-adj) Nominal and Adjusted New SF Monthly Sales Presented above is nominal (non-adjusted) new SF sales data contrasted against SAAR data. The apparent expansion factor is the ratio of the unadjusted number of houses sold in the US to the seasonally adjusted number of houses sold in the US (i.e., to the sum of the seasonally adjusted values for the four regions). U.S. DOC-Construction Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18

New SF House Sales New SF Houses Sold During Period Total Not started Under Construction New SF Houses Sold During Period Completed October 544, 177, 196, 171, September 597, 178, 24, 215, 217 618, 182, 218, 218, M/M change -8.9% -.6% -3.9% -2.5% Y/Y change -12.% -2.7% -1.1% -21.6% Total percentage 32.5% 36.% 31.4% In October 218, a substantial portion of new sales 32.5% have not been started; an increase of 2.5% from September. * Not SAAR Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18

New SF House Sales 6 Thousands of units; not SAAR 5 4 New SF Houses Sold During Period Total Not started Under Construction Completed 544, 177, 196, 171, 3 2 1 Not started Under Construction Completed Not SAAR Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18

Not SAAR New SF House Sales New SF Houses for Sale at the end of the Period Total Not started Under Construction Completed October 336, 65, 197, 74, September 322, 58, 193, 71, 217 289, 48, 176, 65, M/M change 4.3% 12.1% 2.1% 4.2% Y/Y change 16.3% 35.4% 11.9% 13.8% Total percentage 19.3% 58.6% 22.% Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18

New SF House Sales 35 Thousands of units; not SAAR 3 25 New SF Houses for Sale at the end of the Period Total Not started Under Construction Completed 336, 65, 197, 74, 2 15 1 5 Not started Under construction Completed Not SAAR Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18

New SF House Sales New SF Houses for Sale at the end of the Period by Region* Total NE MW S W October 341, 28, 43, 179, 91, September 326, 27, 41, 172, 86, 217 289, 25, 39, 152, 73, M/M change 4.6% 3.7% 4.9% 4.1% 5.8% Y/Y change 18.% 12.% 1.3% 17.8% 24.7% * Not SAAR Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18

New SF Houses Sale at End of Period by Region 3 25 2 Thousands of units; not SAAR For sale at end of period 341, Northeast 28, 8.2% Midwest 43, 12.6% South 179, 52.5% West 91, 26.7% 15 1 5 NE MW S W Source: http://www.census.gov/construction/nrc/pdf/newresconst.pdf; 11/28/18

October 218 Construction Spending Total Private Residential* * billion. ** The US DOC does not report improvement spending directly, this is a monthly estimation: ((Total Private Spending (SF spending + MF spending)). All data are SAARs and reported in nominal US$. SF MF Improvement** October $538,958 $282,611 $62,35 $194,312 September $541,65 $284,172 $61,439 $196,39 217 $529,523 $275,868 $6,119 $193,536 M/M change -.5% -.5% 1.% -.9% Y/Y change 1.8% 2.4% 3.2%.4% Source: http://www.census.gov/construction/c3/pdf/privsa.pdf; 12/3/18

Total Construction Spending (nominal): 1993 October 218 $7, $6, SAAR; in millions Total Private Nominal Construction Spending: $538,958 bil $5, $4, $3, $2, $1, $ Total Residential Spending (nominal) MF Spending (nominal) SF Spending (nominal) Remodeling Spending (nominal) Reported in nominal US$. The US DOC does not report improvement spending directly, this is a monthly estimation for 218. Source: http://www.census.gov/construction/c3/pdf/privsa.pdf; 12/3/18

Total Construction Spending (adjusted): 1993-218* $8, SAAR; in millions of US dollars (adj.) $7, $6, $5, $4, $3, $2, $1, $ Total Residential Spending (adj.) SF Spending (adj.) MF Spending (adj.) Remodeling Spending (adj.) Reported in adjusted US$: 1993 217 (adjusted for inflation, BEA Table 1.1.9); *January 218 to October 218 reported in nominal US$. Source: http://www.census.gov/construction/c3/pdf/privsa.pdf; 12/3/18

8. 7. percent 67.3 Construction Spending Shares: 1993 to October 218 SF, MF, & RR: Percent of Total Residential Spending (adj.) 6. 5. 52.4 4. 3. 2. 1.. 27.5 2.5 36.1 11.5 SF % MF % RR % Total Residential Spending: 1993 through 26 SF spending average: 69.2% MF spending average: 7.5 % Residential remodeling (RR) spending average: 23.3 % (SAAR). Note: 1993 to 217 (adjusted for inflation, BEA Table 1.1.9); Jan-October 218 reported in nominal US$. Source: http://www.census.gov/construction/c3/pdf/privsa.pdf and http://www.bea.gov/itable/itable.cfm; 12/3/18

Adjusted Construction Spending: Y/Y Percentage Change, 1993 to October 218 6. 4. 2.. -2. -4. -6. SF Spending-nom.: Y/Y % change MF Spending-nom.: Y/Y % change Remodeling Spending-nom.: Y/Y % change Nominal Residential Construction Spending: Y/Y percentage change, 1993 to October 218 Presented above is the percentage change of inflation adjusted Y/Y construction spending. Total, SF, MF, and Remodeling expenditures were lightly positive, on a percentage basis, year-over-year. Source: http://www.census.gov/construction/c3/pdf/privsa.pdf; 12/3/18

Adjusted Construction Spending: Y/Y Percentage Change, 2 to October 218 6. 4. 2.. -2. -4. -6. Total Residential Spending Y/Y % change (adj.) MF Spending Y/Y % change (adj.) SF Spending Y/Y % change (adj.) Remodeling Spending Y/Y % change (adj.) Source: http://www.census.gov/construction/c3/pdf/privsa.pdf; 12/3/18

Total Adjusted Construction Spending: Y/Y Percentage Change, 1993 to October 218 6. 4. 2.. -2. -4. -6. Total Residential Spending Y/Y % change (adj.) Inflation Adjusted Residential Construction Spending: MF Spending Y/Y % change (adj.) SF Spending Y/Y % change (adj.) Remodeling Spending Y/Y % change (adj.) Y/Y percentage change, 1993 to October 218 Total, SF< MF, and Remodeling were minimally to slightly positive. January to October 218 reported in nominal percent. Source: http://www.census.gov/construction/c3/pdf/privsa.pdf and http://www.bea.gov/itable/itable.cfm; 12/3/18

Remodeling BuildFax Housing Health Report A sharp spike in maintenance activity sees direct impact from 217 hurricane season BuildFax research revealed the annual rate of single-family housing authorizations picks up pace, while the annual rate of single-family housing starts begins to slow in October. Existing U.S. housing maintenance project volume and spend are still showing annual rate increases at progressively larger margins. However, the pace of remodeling a subset of maintenance that includes renovations, alterations, and additions to a structure has shown for a third month in a row that it is leveling out after a few years of steep increases. Gains in remodel and maintenance spend demonstrate continued improvements to the health of the existing housing supply as homeowners look to maintain their properties instead of investing in new homes. Typically, we see dips in maintenance and remodeling activity immediately following a natural disaster, as we saw in Florida following Hurricane Irma, which caused $1 billion in insured losses. Irma s impact on Florida in October 217 directly contributed to last month s 5.6 percent increase in maintenance activity,. Hurricane Harvey is a different story. Harris County's non-traditional permitting strategies spiked maintenance activity shortly after landfall. This will likely impact remodeling and maintenance activity well into 219 and we'll be tracking these trends in depth over time. Jonathan Kanarek, COO, BuildFax Source: https://www.buildfax.com/wp-content/uploads/218/1/buildfax-housing-health-report_sept-18.pdf; 1/15/18

* All sales data: SAAR Existing House Sales National Association of Realtors October 218 sales: 5.22 thousand Existing Sales* Median Price Mean Price Month's Supply October 5,22, $255,4 $294,2 4.3 September 5,15, $256,9 $296, 4.4 217 5,5, $246, $287,6 3.9 M/M 1.4% -.6% -.6% -2.3% Y/Y change -5.1% 3.8% 2.3% 1.3% Source: https://fred.stlouisfed.org/series/exhoslusm495s; 11/24/18

Existing House Sales 8, 7, 6, SAAR; in thousands Total Existing Sales 5,22, Total NE 69, 13.2% Total MW 1,27, 24.3% Total S 2,15, 41.2% Total W 1,11, 21.3% 5, 4, 3, 2, 1, U.S. NE MW S W Source: https://fred.stlouisfed.org/series/exhoslusm495s; 11/24/18

First-Time Purchasers Urban Institute In August 218, the first time homebuyer share of purchase loans fell for both FHA and conventional mortgages, reflecting seasonal factors. FHA, which has always been more focused on first time homebuyers, remains near their record-high first time homebuyer share with 82.7 percent in August 218; the FHA share has traditionally hovered around 8 percent. The GSE share in August 218 was 47.2 percent. The next table shows that based on mortgages originated in August 218, the average first-time homebuyer was more likely than an average repeat buyer to take out a smaller loan and have a lower credit score and higher LTV and DTI, thus requiring a higher interest rate. Laurie Goodman, et al., Codirector, Housing Finance Policy Center Sources: https://www.urban.org/research/publication/housing-finance-glance-monthly-chartbook-november-218; 11/29/18

First-Time Purchasers Comparison of First-Time and Repeat Homebuyers, GSE and FHA Originations Sources: https://www.urban.org/research/publication/housing-finance-glance-monthly-chartbook-november-218; 11/29/18

First-Time Purchasers Punchbowl 2: Eased Underwriting Standards Only Available to Agency First-time Buyers Note: Calculated for primary owner-occupied home purchase mortgages.. Source: AEI, Center on Housing Markets and Finance AEI, Center on Housing Markets and Finance The Agency First-time Buyer MRI (FBMRI) stood at 16.7% in August, up.1 ppt from a year earlier and up 2.6 ppts. from 5 years ago. The Agency RBMRI is virtually unchanged since August 213 (down.1 ppts.). The Agency FBMRI is 7.5 ppts higher than the Agency RBMRI,.5 ppt. wider than the gap a year earlier. If the FBMRI trend continues, it will reach almost 2% by August 222. Edward Pinto and Tobias Peter; AEI, Center on Housing Markets and Finance Sources: www.aei.org/housing; 11/27/18

First-Time Purchasers Market Segmentation: Median Sales Price for First-time and Repeat Buyers Note: Data are for primary owner occupied properties only. Source: AEI, Center on Housing Markets and Finance AEI, Center on Housing Markets and Finance The housing market is largely segmented by price. FTBs, or entry level buyers, traditionally buy at lower price points than RBs, or move-up buyers. Lately, FTBs have reduced the gap to RBs, an indication that recipients used added buying power from looser lending to bid up FTB homes, ironically made more expensive by FTB leverage, as RBs have had to make downward quality adjustments. Edward Pinto and Tobias Peter; AEI, Center on Housing Markets and Finance Sources: www.aei.org/housing; 11/27/18

First-Time Purchasers Agency First-Time Buyer Purchase Loan Share Source: AEI, Center on Housing Markets and Finance Note: First-time buyer volume not available before February 213. Source: AEI, Center on Housing Markets and Finance AEI, Center on Housing Markets and Finance Agency FTB share for August stood at 57.8%, up.3 ppt from a year ago. FTB share has likely reached saturation with tight inventory holding back buyers. An expanding economy and further credit easing will help maintain current levels as they offset higher prices and higher mortgage rates. Edward Pinto and Tobias Peter; AEI, Center on Housing Markets and Finance Sources: www.aei.org/housing; 11/27/18

Housing Affordability Affordability Worsens in a Seller s Market * Calculated as median house price divided by median household income. Note: The National Association of Realtors (NAR) defines a seller s market as inventory that is less than or equal to 6 months of sales. NAR data pertain to existing homes; not available before June 1982. Data from the Census Bureau for new home inventories used before June 1982. Source: Zillow, Census Bureau, and the NAR.. AEI, Center on Housing Markets and Finance Nominal Price-to-Income Ratio* has retraced more than half of the drop from the 26 peak to the 212 trough. Combination of a highly accommodative monetary policy and easier lending promotes further capital flows into real estate, increasing potential for economic damage as highly leveraged lending fuels cyclically volatile housing sector. Edward Pinto and Tobias Peter; AEI, Center on Housing Markets and Finance Sources: www.aei.org/housing; 11/27/18

Housing Affordability National Housing Affordability Over Time Urban Institute Home prices remain affordable by historic standards, despite price increases over the last 6.5 years and the recent interest rate hikes. As of October 218, with 2% down payment, the share of median income needed for the monthly mortgage payment stood at 23.6%; with 3.5% down, it is 27.2%. If interest rates rise from 4.83% to 5.1%, the housing expenses to income share with both a 2 percent and a 3.5 percent down payment would be the same as the 21-3 averages (24 and 28 percent, respectively). Bing Lai, Research Associate, Housing Finance Policy Center Sources: https://www.urban.org/research/publication/housing-finance-glance-monthly-chartbook-november-218; 11/29/18

Mortgage Credit Availability Mortgage Credit Availability Increased in November Mortgage credit availability increased in November according to the Mortgage Credit Availability Index (MCAI), a report from the Mortgage Bankers Association (MBA) which analyzes data from Ellie Mae's AllRegs Market Clarity business information tool. The MCAI increased 1.1 percent to 188.8 in November. A decline in the MCAI indicates that lending standards are tightening, while increases in the index are indicative of loosening credit. The index was benchmarked to 1 in March 212. The Conventional MCAI increased (2.4 percent) and the Government MCAI decreased (.1 percent). Of the component indices of the Conventional MCAI, the Jumbo MCAI increased by 1.1 percent, while the Conforming MCAI increased by 4. percent. The supply of credit continues to drift higher, driven once again by growth in the conventional credit space, while credit supply in government loans was essentially unchanged from the previous month. There were more mortgage programs offered with high LTV and low credit score characteristics likely attributable to rising demand from first-time buyers. As seen in our weekly mortgage applications survey, average purchase loan amounts have moved lower in the second half of the year, which also supports firsttimers' increased presence in the market. Joel Kan, Vice President of Economic and Industry Forecasting, MBA Source: https://www.mba.org/218-press-releases/november/mortgage-credit-availability-increased-in-october; 12/6/18