Leading the Case-Shiller HPI with Altos Research Housing Market Indicators
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Transcript of Leading the Case-Shiller HPI with Altos Research Housing Market Indicators
Altos Research Real-Time Housing Market Indicators
Leading the S&P/Case-Shiller Home Price Index
Leading the Case-Shiller HPI
S&P/Case-Shiller HPI is reported with a 60-day lag, and subject to revision
Altos Research real-time housing indicators are compared to: Calendar time event Reported time event
Leading indicators provide 2-8 month forecast of trend and magnitude changes in the CS HPI
Supply & Demand Indicators Median Price
Asking price of available on-market/active listings. Positively correlated to CS with 3-4 month lead time.
Price of New Listings Asking price of each week’s new market supply. Positively correlated with 4-5 month lead time.
Price of Listings Absorbed Proxy for sold prices. Properties exit the market, then typically
close 60-120 days later. Percent Price Decreased
Percentage of active sellers who have take at least one price reduction in most recent 90-day period
Negatively correlated with 4-8 month lead time. Inventory
Total count of active listings Negatively correlated with 2-6 month lead time.
Additional Leading Indicators Days-on-market (mean & median)
Time-on-market to determine future price forecasting period
Market Action Index Market absorption rate
Percent Relisted Seller psychology indicator.
Magnitude Price Decrease Measures amount of seller price reductions
Year-on-Year Measures (Price, DOM, Inventory)
Today’s on-market prices lead tomorrow’s transaction prices
5/1/
2007
7/1/
2007
9/1/
2007
11/1
/200
7
1/1/
2008
3/1/
2008
5/1/
2008
7/1/
2008
9/1/
2008
11/1
/200
8
1/1/
2009
3/1/
2009
5/1/
2009
7/1/
2009
9/1/
2009
11/1
/200
9
1/1/
2010
3/1/
2010
5/1/
2010
$400,000
$420,000
$440,000
$460,000
$480,000
$500,000
$520,000
$540,000
$560,000
125.00
135.00
145.00
155.00
165.00
175.00
185.00
195.00
205.00
215.00
225.00
median_ask_price EOM price_of_new_listingsCSXR CSXR reported
Today’s price reduction means lower transaction prices tomorrow…
5/1/
2007
7/1/
2007
9/1/
2007
11/1
/200
7
1/1/
2008
3/1/
2008
5/1/
2008
7/1/
2008
9/1/
2008
11/1
/200
8
1/1/
2009
3/1/
2009
5/1/
2009
7/1/
2009
9/1/
2009
11/1
/200
9
1/1/
2010
3/1/
2010
5/1/
2010
20%
25%
30%
35%
40%
45%
50%
125.00
135.00
145.00
155.00
165.00
175.00
185.00
195.00
205.00
215.00
225.00
percent_price_decreased CSXR CSXR reported
Fewer price reductions starting in Jan 2009 indicate market strength and future price stability, reported in June 2009
Increasing number of price reductions indicate market weakness ahead - leads to lower future prices.
…While new sellers enter the market to influence future prices
Febr
uary
200
9
March
200
9
April
2009
May 2
009
June
200
9
July
200
9
Augus
t 200
9
Sept
embe
r 200
9
Octob
er 2
009
Novem
ber 2
009
Decem
ber 2
009
Janu
ary
2010
Febr
uary
201
0
March
201
0
April
2010
May 2
010
425000
435000
445000
455000
465000
475000
485000
144
146
148
150
152
154
156
158
160
162
164
BOE price_of_new_listings CSXR CSXR reported
New sellers enter at lower prices in Aug ‘09; Transaction prices move lower in Oct ‘09, reported in Dec ‘09
Supply levels affect prices
5/1/
2007
7/1/
2007
9/1/
2007
11/1
/200
7
1/1/
2008
3/1/
2008
5/1/
2008
7/1/
2008
9/1/
2008
11/1
/200
8
1/1/
2009
3/1/
2009
5/1/
2009
7/1/
2009
9/1/
2009
11/1
/200
9
1/1/
2010
3/1/
2010
5/1/
2010
200,000
220,000
240,000
260,000
280,000
300,000
320,000
340,000
360,000
125.00
135.00
145.00
155.00
165.00
175.00
185.00
195.00
205.00
215.00
225.00
zip_region_inventory CSXR CSXR reported
Supply moves consis-tently lower in Sept ’08, prices move higher in Spring ‘09.
Supply moves higher from early ‘07 thru Sept ’08, prices move lower. Notice how a small inventory de-cline in Fall ‘07 pre-cedes a slowdown in CSXR negative move-ment in Spring ’08.
Seattle (SEXR)
1/6/
2006
2/24
/200
6
4/14
/200
6
6/2/
2006
7/21
/200
6
9/8/
2006
10/2
7/20
06
12/1
5/20
06
2/2/
2007
3/23
/200
7
5/11
/200
7
6/29
/200
7
8/17
/200
7
10/5
/200
7
11/2
3/20
07
1/11
/200
8
2/29
/200
8
4/18
/200
8
6/6/
2008
7/25
/200
8
9/12
/200
8
10/3
1/20
08
12/1
9/20
08
2/6/
2009
3/27
/200
9
5/15
/200
9
7/3/
2009
8/21
/200
9
10/9
/200
9
11/2
7/20
09
1/15
/201
0
3/5/
2010
4/23
/201
0 $300,000
$350,000
$400,000
$450,000
$500,000
$550,000
125.00
135.00
145.00
155.00
165.00
175.00
185.00
195.00
205.00
median SEXR SEXR Reported
Seattle Price Reductions
1/6/
2006
2/24
/200
6
4/14
/200
6
6/2/
2006
7/21
/200
6
9/8/
2006
10/2
7/20
06
12/1
5/20
06
2/2/
2007
3/23
/200
7
5/11
/200
7
6/29
/200
7
8/17
/200
7
10/5
/200
7
11/2
3/20
07
1/11
/200
8
2/29
/200
8
4/18
/200
8
6/6/
2008
7/25
/200
8
9/12
/200
8
10/3
1/20
08
12/1
9/20
08
2/6/
2009
3/27
/200
9
5/15
/200
9
7/3/
2009
8/21
/200
9
10/9
/200
9
11/2
7/20
09
1/15
/201
0
3/5/
2010
4/23
/201
025%
30%
35%
40%
45%
50%
55%
125.00
135.00
145.00
155.00
165.00
175.00
185.00
195.00
205.00
percent_price_decreased SEXR SEXR Reported
Chicago (CHXR)
8/31
/200
7
10/1
/200
7
11/1
/200
7
12/2
/200
7
1/2/
2008
2/2/
2008
3/4/
2008
4/4/
2008
5/5/
2008
6/5/
2008
7/6/
2008
8/6/
2008
9/6/
2008
10/7
/200
8
11/7
/200
8
12/8
/200
8
1/8/
2009
2/8/
2009
3/11
/200
9
4/11
/200
9
5/12
/200
9
6/12
/200
9
7/13
/200
9
8/13
/200
9
9/13
/200
9
10/1
4/20
09
11/1
4/20
09
12/1
5/20
09
1/15
/201
0
2/15
/201
0
3/18
/201
0
4/18
/201
0 $100,000
$120,000
$140,000
$160,000
$180,000
$200,000
$220,000
$240,000
$260,000
$280,000
$300,000
110.00
120.00
130.00
140.00
150.00
160.00
170.00
median median_price_of_new_listingsCHXR CHXR reported
Chicago Price Reductions
6/1/
2007
8/1/
2007
10/1
/200
7
12/1
/200
7
2/1/
2008
4/1/
2008
6/1/
2008
8/1/
2008
10/1
/200
8
12/1
/200
8
2/1/
2009
4/1/
2009
6/1/
2009
8/1/
2009
10/1
/200
9
12/1
/200
9
2/1/
2010
4/1/
2010
30.0%
32.0%
34.0%
36.0%
38.0%
40.0%
42.0%
44.0%
46.0%
48.0%
110.00
120.00
130.00
140.00
150.00
160.00
170.00
% price decreased CHXR CHXR reported
Chicago Inventory
3/1/
2007
5/1/
2007
7/1/
2007
9/1/
2007
11/1
/200
7
1/1/
2008
3/1/
2008
5/1/
2008
7/1/
2008
9/1/
2008
11/1
/200
8
1/1/
2009
3/1/
2009
5/1/
2009
7/1/
2009
9/1/
2009
11/1
/200
9
1/1/
2010
3/1/
2010
5/1/
2010
5,500
6,000
6,500
7,000
7,500
8,000
8,500
9,000
9,500
10,000
100.00
110.00
120.00
130.00
140.00
150.00
160.00
170.00
180.00
Inventory CHXR CHXR reported
Los Angeles (LXXR)
1-Se
p-06
1-Nov
-06
1-Ja
n-07
1-Mar
-07
1-May
-07
1-Ju
l-07
1-Se
p-07
1-Nov
-07
1-Ja
n-08
1-Mar
-08
1-May
-08
1-Ju
l-08
1-Se
p-08
1-Nov
-08
1-Ja
n-09
1-Mar
-09
1-May
-09
1-Ju
l-09
1-Se
p-09
1-Nov
-09
1-Ja
n-10
1-Mar
-10
1-May
-10
$500,000
$550,000
$600,000
$650,000
$700,000
$750,000
$800,000
$850,000
125.00
145.00
165.00
185.00
205.00
225.00
245.00
265.00
285.00
price price_of_new_listings price_of_listings_absorbedLXXR LXXR reported
Contact Altos Research
Scott Sambucci, VP Data Analytics O: (415) 931-7942 M: (415) 596-0804 E: [email protected] B: http://blog.altosresearch.com W: www.altosresearch.com