Canadian Demographics
& Real Estate
Last
fall Paris based bank, Societe Generale, produced a comprehensive
report on the impact of changing global demographics on consumer
trends. The report points to the rapid development of
property
markets in much of the western world since the 1990's as a by-product
of
maturing baby boomers shifting into an asset-accumulation-phase of
their consumer life. Although the drivers of the Canadian
housing
boom are best explained by the coalescence of many factors,
demographics
shifts are often an underappreciated and often misunderstood
contributor.
To
better understand current consumer age demographics in
Canada, Chart D1 below dissects Canada’s current population by age and
consumer behaviour groups. As displayed in the chart a large
bulbous
mass of “experienced workers” will enter retirement in upcoming years -
a fact that should come as no surprise and one that is frequently
cited. These retirees are generally asset rich but with
decreasing ability to generate revenue and with reduced
savings
potential. But most relevant to real estate, retirees finance
consumption
in
large part through depletion of both: liquid-savings and illiquid
equity in hard assets (eg. real estate).
Chart
D1: - new
Click Here to view a larger version of
this chart.
An
interesting observation by Societe Generale (Soc Gen) is that most
housing
bubbles in industrialized nations appear when the share of the
pre-retiree population (i.e. aged 45-65) experiences rapid growth.
These two events, housing price appreciation and growth in the 45-65
year old population, are - as the report states, "no
coincidence". In other words, the run up in housing
prices
over this period of shifting demographics is largely explained by the
same group's changes in consumer demand.
Applying Soc Gen's observation to
present day Canada, we uncovered a significant break in trend over the
last two
decades. The inital trend, as shown in Chart D2 below,
involved
the 45-to-65 year old cohort which remained a relatively constant
proportion of the total Canadian population at
just below 20%. The trend continued for two
decades, the 1970’s and
1980’s. Yet over the
following two decades, the 1990's and 2000's, this same cohort swelled
to contain 10% more of the overall Canadian
population.
In
absolute numbers, there are approximately 4.3
million more Canadians in the 45-65 age group now than there were in
1990.
The
size of the shift in demographics is almost
equivalent to
the current population of Canada's third largest province, British
Columbia. What should be taken from this is that the shift in
proportional population sizes had a tremendous impact in aggregate
Canadian consumer behaviour.
Chart
D2: - new
Click Here
to view a larger version of
this chart.
The
other interesting observation from the chart above is the
decreasing supply of
"young dependents", or youth under the age of 20, that is now at
generational lows. This cohort
in
past generations was plentiful enough to not only replenish older
workers exiting the Canadian labour force, but also fueled growth of
the labour force itself. What is the impact of this shift?
Simply put, the potential labour force in Canada is forecast to shrink.
Barring changes to immigration, Canada is forecast to see an increasing
"dependency ratio", or the number of child
dependents and elderly in relation
to the potential labour force (Chart D3
below). These dependents will effectively act as a social
tax resulting from a shrinking labour force
carrying the social costs of a rapidly aging population.
To fully
appreciate Canadian historic and projected demographic shifts and their
impact on real estate pricing, one should pay attention to Chart D3
below. The chart identifies that the economic boom witnessed
in
Canada over the last decade was not only a function of global commodity
demand and increasing leverage, but was also assisted by the tail end
of a massive demographics boom. This demographics boom began
in
1965 and lasted until 2010. The by-product of the boom was
rapid
growing demand for consumer products, consumer services, real estate
and anything else coveted or required by a young growing work force
powered by
expanding credit. Assuming United
Nations' population forecasts for Canada hold, Canada's
shifting
demographics will likely result in a headwind for some
consumer-sensitive components of the domestic economy. Components of
the economy that once serviced the needs of a younger population but
are out of favour by the elderly will come under pressure.
It is reasonable to
assume that future Canadian consumer behaviour will be markedly
different than what was witnessed over the last half century.
Please note, the reliability of even basic demographic
forecasts begin
to
severely erode after approximately 20 years, however, for illustrative
purposes we have included the UN's projections to 2100 in the chart
below.
Chart
D3: - new
Click
Here
to view a larger version of
this chart.
Real Estate Review - The
last six months


Since
our last chartbook update in July 2012, the Canadian housing market has
been anything but uneventful. The headline news of the period
was
the change to mortgage rules by the Finance Minster, Jim Flaherty, that
were put into effect in early July with the goal of curbing aggressive
expansion of Canadian mortgage debt (
read more).
In the same
month that new mortgage rules were put into place, Standard
&
Poor’s Rating Services revised its credit outlook from stable to
negative on several Canadian Banks due to exposure to consumer debt and
unsustainable home prices (
read more). The change in
S&P’s credit outlook
was in addition to a later warning by credit
rating agency Moody’s, indicating that it too was reviewing the credit
rating of six Canadian banks and downgrades could follow (
read more).
Additionally in October the International Monetary Fund (IMF) cut
Canada's economic growth forecasts also citing overvalued Canadian
housing market and heightened consumer debt levels (
read more).
Even
esteemed Yale economist and US housing expert Dr. Robert Shiller
weighed in on Canadian housing in a CBC interview in September in which
he stated, "
I worry that
what is happening in Canada is kind of a
slow-motion version of what happened in the US" (
read more).
At the
data level, Credit reporting agency TransUnion reported that Canadian
debt loads grew at the fastest pace in two years during the Summer of
2012, despite numerous warnings by Mark Carney and Jim Flaherty to
Canadians on the risks of excessive leverage (
read more). Statistics
Canada also released data revisions indicating that Canadian debt had
risen
to 163% of disposable income, placing Canadian ahead of indebted
Americans and British consumers on credit consumption
(read more).
Added
to all of this activity was yet another standard-issue warning by Mark
Carney, Governor of the Bank of Canada, on the dangers of excessive
household debt (
read more).
Unfortunately, Governor Carney's warning
came only weeks before announcing he was leaving the Bank of Canada for
the equivalent seat at the Bank of England, a country that has already
experienced its housing correction.
Our gauge of
consumer real-estate sentiment, powered by Google search volume for
bearish real estate terms, spiked in mid 2012 as the
aforementioned events began
to unfold (
Table 1).
Significant price weakness also occurred. In
Vancouver, (
Chart 11),
quarter over quarter home prices have experienced
the largest drop since the 2008 financial crisis and the second largest
drop in a decade. Average single family detached home prices,
which can be skewed by non-representative sales, have dropped almost
13% between April and October. Meanwhile price appreciation
for
Vancouver town houses and condos is non-existent with current prices
nearing early 2008 levels and trending lower (monthly averages courtesy
of
Brian Ripley). Yet,
Vancouver still remains 38% overvalued when
compared to its historical valuation ratio (
Table
2). Edmonton,
Calgary, Toronto, and Montreal appear similarly overvalued.
Policy Analysis: Errors and
Heroes

The
recent decrease in home sales has been incorrectly blamed on the July
change in government insured mortgages. Under most scenarios,
the
reduction in max amortization had the equivalent impact on monthly
mortgage payments of roughly a 1% increase in mortgage lending
rates. Thus the weakness in housing that followed sent a
clear
signal that the real estate market was dependent on low rates and
expanding credit to fuel further price appreciation.
The
tightening of amortization periods served more as a real-time stress
test for the Canadian real estate market than an attack on the Canadian
consumers. Unfortunately in this stress test
Canadian
real-estate failed to display any resilience.

The maximum
insured mortgage amortization period that took effect in July is now 25
years. It was reduced from 30 years which itself
was set after an earlier reduction from 35 years. Yet an
even
earlier reduction in insured mortgage max amortization periods from 40
years to 35 years was put into effect in 2008.
The recent
tightening of max amortization, however, was not anything
new.
Instead, the changes only served to reverse a 2006 decision by the then
governing Federal Conservative party to raise the maximum amortization
period from the then 25 year max (what it is again now) to 40
years.
This
one decision may be remembered in Canadian economic history books
as an extremely grievous policy error.
Prior to the 2006
loosening of government insured mortgages; the Canadian real estate
sector had already experienced a half decade of surging
prices.
The National Bank – Teranet home price index for the aggregate Canadian
housing market indicated a 50% rise in home prices between January 2000
and December 2005 (
Chart 27).
Thus the
policy change of 2006 was counter to basic Keynesian economics
which advocates the use of fiscal and monetary policy for smoothing of
business cycles. This is achieved by stimulating
slow
growth environments and enacting policies to cool excessively high
growth economic environments. The 2006 policy
change, however, served a contrary
goal of
stimulating an already surging market.
What
followed was a 26% increase in outstanding mortgage credit between mid
2006 and mid 2008 (Chart 2).
Meanwhile, Canadian
nominal GDP grew by half as much, only 13% (Chart
5)
and weekly
Canadian Wages grew at slightly more than one-quarter at only 7% (Chart 6).
In a recent statement the Canadian Finance Minister, Jim
Flaherty, is now attempting to take credit for his recent actions,
which in truth, only served to reverse his critical 2006 policy
error. Minister Flaherty exact statement was, "The housing
market
has softened somewhat in part because of steps that I've taken and I'm
happy about that," (
read more). In
truth,
the only policy
maker
in Canada that should be held in high regard is former Bank of Canada
Governor, Dr. David Dodge, who in June of 2006 angrily criticised the
Canada Mortgage and Housing Corp for utilizing new mortgage products
which would lead to housing price inflation and reduce affordability
(
read
more). It is now apparent that Dr. Dodge was
correct.
Liquidity Crisis - Why
Volume Matters.

The
fall of 2012 also witnessed the start of a Canadian real estate market
slowdown as observed through rising unsold-home inventory levels, and
falling sales volumes. Even in Canada’s previous hotbed of
real
estate activity, Vancouver, sales volumes slowed significantly and
inventory builds followed. The Real Estate Board of Greater
Vancouver reported that November 2012 sales were 28.6% lower than they
were the same month last year (
read more).
The Toronto Real
Estate Board reported similar findings with November mid month sales
down 17.5% with the same period of 2011 (
read more).
The
drastic slowdown in sales volume in some Canadian markets has important
impacts on future pricing. This is because a slowdown in home sales
can create a build in unsold housing inventory as we are seeing in
various regional markets. As
with any consumer good, in order to
liquidate excess inventory back to a long term average, the price of
the goods must be reduced. Essentially, homes have to be
put on bargain
pricing to entice buying and reduce inventory.
Homeowners
are naturally reluctant to lower prices and will first attempt to
remove listing and re-list in a more favorable environment.
However, home prices are determined not by idle
inventory but the price that units are exchanged at. During
periods of decreased sales volume, the few sales that occur will set
the prices for the entire market. This is what
took place in the US real estate correction over the last half decade.
Table
V1 below displays the S&P Case Shiller home price index
for
seasonal “sales pair” data, an approximation for aggregate home sales
in major US housing markets. The table tracks the
relative
proportion of sales per year and per season to the same period's ten
year
moving average. What we glean from this is that the surge in
US
home prices leading up to the 2006 housing crisis was on the back of
increasing sales volume. Alternatively, the severe drops in US home
prices occurred during periods of shrinking sales volume.
Effectively, US home prices dropped on a housing liquidity drought in
which home prices for the entire market were determined by a shrinking
number of transactions at lower and lower prices.
The
US home sellers who refused to budge on price themselves, had their
homes forcibly re-valued by the market through lower priced comparable
sales.
Table
V1: - new
Click
Here
to view a larger version of
this table.
An
update to this Chartbook will be published in April/May 2013.
Real Estate Chartbook Library

Chart
summaries are provided below and are divided into the following
six categories:
Section A
(table 1 & 2 charts 1 to
4):
Canadian
Real Estate Sentiment, Canadian Consumer Credit
Growth
,
Household Debt as a Percentage of GDP, Real Estate Supply &
Demand,
Canadian Real Estate Valuation and Correction Table
Section
B (charts 5 through 10):
Canadian Real Estate Market Trends, Valuations, and Drivers of Home
Prices
Section
C (charts 11 through 18):
Canadian Real Estate Unemployment, Vacancy Rates, and Home Price Growth
in Major Canadian Cities
Section
D (charts 19 through 22):
Canadian and US Real Estate versus Stock Markets (TSX and S&P
500)
Section
E (charts 23 through 26):
US Housing Price Performance vs. Major Canadian Cities
Section
F (charts 27 through 33):
Home Price and Sales Pair Volume Change for Major Canadian Cities
Section A (Tables 1 & 2 and Charts 1 to 4):
Canadian Real Estate Sentiment, Wage Growth, and Housing Supply
Table
1)
Housing Bubble Sentiment
Indicator
Canadian
Real Estate bulls have continued to cite the fact that real estate
valuations have appeared "expensive" for years, yet, the momentum
has continued to take prices higher. Real estate bears, on
the other
hand, claim that home prices have been so stretched from fundamental
valuations that past price momentum is irrelevant. As with
all asset classes, a change to investor sentiment regardless
of the
catalyst that triggers the change (eg. rising interest rates,
government policy, extreme valuations, etc.) will dictate future real
estate returns.
To attempt to monitor real estate sentiment analytically, we examine
the proportion of
Google searches for the combined terms "housing
bubble", summarized by the originating city of the
searches. The table below displays the top six cities
globally in which the term "housing bubble" searched in each
year
from 2005 to 2012. The
highest proportion of city-sourced searches for
"housing bubble" arise from two Canadian cities,
Vancouver and
Toronto. The
progression of the
trend is ominous
as California cities dominated much of the top searches until 2009,
after which Canadian and Australian cities began to emerge.
Absolute search volume for all of Canada is also plotted.
Note, the spike in search volume in mid 2012 corresponding
with a slow-down in housing sales volume and mortgage lending rule
changes.
The data below reflects recent updates to Google-Trend's data.

Click Here to view a larger version of
this table.
Chart 1)
Canadian Consumer Credit Growth Rates
Despite
falling interest rates,
Canadian consumer credit growth has slowed to the lowest levels in more
than 12 years. This observation is despite the fact that real
bond yields, or inflation adjusted yields, have dropped
significantly. The axis on the right in red tracks 3
to 5
year real
Canadian government bond yields which are now below zero. In
other words, interest income on these bonds are no longer sufficient to
overcome lost purchasing power from the effects of inflation.
Should consumer and mortgage credit begin to contract then this
will serve as a major headwind to future real estate appreciation.

Click Here to view a larger version of
this chart.
Chart
2)
Canadian household credit
as a percentage of nominal GDP
Canadian
household credit, both consumer credit and residential
mortgage credit, has increased sharply over the last decade.
Total
credit as a percentage of nominal GDP increased from under 60% during
the third quarter of 2001, to the current levels
of 90%. The
surge in Canadian
household debt is predominantly comprised of residential mortgage
credit as can be observed from the chart below. Canadian
consumer debt
accumulation appears to have been exhausted and is currently in a stall
state of approximately 90% of GDP. Lack of debt accumulation
is a headwind for further real estate price appreciation.

Click Here to view a larger version of
this chart.
Chart 3)
Real Estate Supply and
Demand Growth: Vancouver,
Calgary, Edmonton, Winnipeg, Ottawa, Toronto,
Montreal, Halifax
In
all major Canadian housing markets housing capacity
growth has exceeded population increases between 2001 and Sept
2012. Calgary, Edmonton, Ottawa, Montreal and Halifax are
what we
would
consider to be "severely overbuilt" with excess housing capacity
of 50% or more than population growth over the same
period.
Vancouver, Toronto, and Winnipeg, are "overbuilt" with excess
housing capacity 20% more than population growth over the examined
period.
Housing capacity is defined
as the number of individuals that can be reasonably housed in new
housing units, whether or not a new housing unit sits unoccupied,
under-occupied, or over-occupied. Assumptions made may be
more appropriate for some markets over others.

Click Here to view a larger version of
this chart.
Chart 4)
Canadian home prices over
discounted rent valuation: Vancouver,
Calgary, Edmonton, Toronto, and
Montreal
In
theory, residential real estate prices should equal the discounted
sum of future rental income. As a result, we have attempted
to estimate
fair values for residential real estate in major cities by comparing
actual prices to theoretical discounted prices (valuation
ratio). In theory, this ratio
should equal one and deviations from this value should regress back to
the value one over time. Note, discounted cash flow
calculations are highly volatile
and dependent on underlying model assumptions.
However based
off of this
methodology, Canadian real estate appears extremely expensive in most
major markets. Canadian real
estate only appears somewhat reasonably priced if the assumption that
current
emergency low interest rates continue indefinitely into the
future. Any increase
in interest rates to even pre recession levels (which were also
historically low) causes Canadian real estate as a whole to appear
grossly overvalued.
Table
2 below attempts to quantify the degree of price correction
necessary to return the valuation ratio in these
five real
estate markets back to the historical average valuation ratio.

Click Here to view a larger version of
this chart.
Table
2)
Canadian home prices over
discounted rent valuation: Vancouver,
Calgary, Edmonton, Toronto, and
Montreal
Using
the data from Chart 5 above, the following table attempts to
quantify the degree of price correction necessary to return
the
valuation ratio in these five real estate markets back to
the historical average valuation ratio. The price
corrections
necessary to return the valuation ratio to the historical moving
average
range from -39% in Vancouver, to -31% in Edmonton.

Click Here to view a larger version of
this table.
Section B
(charts 5 through 10):
Canadian Real Estate
Market Trends, Valuations, and Drivers of Home Prices
Chart 5)
Growth of Canadian home
prices in comparison to nominal GDP growth and mortgage credit
Appreciation in Canadian home prices (from January 2000 onward) has
more
closely reflected growth in mortgage credit rather than growth in
Canadian nominal GDP.

Click Here to view a larger version of
this chart.
Chart 6)
Provincial wage growth
versus home price appreciation: Vancouver, Calgary,
Edmonton, Winnipeg, Ottawa, Toronto, Montreal, and Halifax
Canadian
wage growth versus home price appreciation from 2001 to 2012 is
reported below. Average weekly wage growth per home province
of each city is reported. Also, only wages of full time
workers between the ages of 25 and 54 were examined in an attempt to
capture changes to the buying power potential of
first-time-homebuyers. In all ten markets examined, home
price appreciation far surpassed
average weekly wage growth. The markets with the largest
difference between wage growth and home price appreciation in
descending
order are: Winnipeg, Vancouver, Montreal, Edmonton,
Calgary, Ottawa, Toronto, Halifax

Click Here to view a larger version of
this chart.
Chart 7)
Canadian misery index -
National,
Vancouver, Toronto, and Montreal
The
Canadian misery index (inflation + unemployment rate) had been
climbing since hitting a low at the end of the first quarter
2008. It has since peaked in 2012 as a result of lower
inflationary pressure. Calgary is approaching multi year lows in
misery. The three largest
Canadian cities have misery levels above the lows reached prior to the
2008 financial crisis.

Click Here to view a larger version of
this chart.
Chart 8)
Canadian real (inflation
adjusted) rent index: Calgary,
Vancouver, Edmonton, Winnipeg, Montreal,
Halifax, Ottawa, Toronto
Canadian
residential rent increases have not historically kept pace with
inflation. While Canadian housing prices have surged higher,
renting
has become relatively cheaper. This is evident from the chart
below
indicating long term trend of real-rents (inflation adjusted) has been
downward in most Canadian cities. This
has implications for retirees expecting to utilize
rental income to finance long term retirement expenditures.
As
with non
inflation indexed bonds, cash flows from Canadian real estate may prove
to be ineffective to satisfy future increases in the cost of
living. This is in addition to the fact that residential real
estate
in Canada already possess low rental yields, or the net annual rental
income generated from a property dividend by the current market value
of the property.

Click Here to view a larger version of
this chart.
Chart 9)
Canadian real (inflation
adjusted) home price index: Vancouver,
Edmonton, Toronto, Calgary,
Regina, Montreal, Victoria, Winnipeg
Long
term real (inflation adjusted) annual home price returns have
exceeded 3% in Vancouver and Victoria BC, while exceeding 1.5% in
most other large Canadian cities. Edmonton is the only
exception with a
compounded annual house price appreciation of 0.64% over the examined
period. To put this into perspective, numerous examinations
of long term real
US home price appreciation
indicate that they have only slightly exceeded inflation at an
approximate annual
compounded rate of 0.5% per year.

Click Here
to view a larger version of
this chart.
Chart 10)
Canadian home prices to
rents: Vancouver, Calgary,
Edmonton, Toronto, Montreal
Canadian
home prices are currently not in line with historic multiples
of residential rental prices. Most extended from historical
norms are
Vancouver, Montreal, and Toronto. While Edmonton and Calgary,
are
elevated from historic averages but below previous witnessed
highs.

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this chart.
Section C (charts
11 through 18):
Canadian Real Estate
Unemployment, Vacancy Rates,
and Home Price Growth in Major Canadian
Cities
The following charts display a time
series of unemployment, vacancy rates, and quarterly home price changes
for: Vancouver, Calgary, Edmonton, Winnipeg, Ottawa, Toronto, Montreal,
and Halifax.
Chart 11)
Vancouver unemployment,
vacancy rates, and home price growth

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this chart.
Chart 12)
Edmonton unemployment,
vacancy rates, and home price growth

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this chart.
Chart 13)
Calgary unemployment,
vacancy rates, and home price growth

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this chart.
Chart 14) Winnipeg unemployment,
vacancy rates, and home price growth

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this chart.
Chart 15) Ottawa unemployment,
vacancy rates, and home price growth

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this chart.
Chart 16) Toronto unemployment,
vacancy rates, and home price growth

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this chart.
Chart 17) Montreal unemployment,
vacancy rates, and home price growth

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this chart.
Chart 18) Halifax unemployment,
vacancy rates, and home price growth

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this chart.
Section D
(charts 19 through 22):
Canadian and US Real Estate versus Stock Markets (TSX and S&P
500)
Chart 19) From 1977 - Canadian real
estate
versus the TSX index
Displayed
in the chart below are Canadian home prices as a ratio of the
TSX index (Canadian stock market) from 1977. Seven cities are
included:
Vancouver,
Victoria, Calgary, Edmonton, Regina, Toronto, and Montreal.
Over the
long term, home prices in Canada have
lagged price appreciation of stocks. Note, the stock index
below is a
"price index" and therefore, excludes payment of dividends.

Click Here to view a larger version of
this chart.
Chart 20) From 1998 - Canadian real
estate
versus the TSX index
Displayed
in the chart below are Canadian home prices as a ratio of the
TSX index (Canadian stock market) from 1998. Nine cities are
included:
Vancouver,
Victoria, Calgary, Edmonton, Regina, Ottawa, Toronto, Montreal, and
Halifax. Over the medium term, home prices in Canada have
outperformed price appreciation of stocks. Note, the spike on
the
charts observed at March 2009 represent the stock market bottom during
the financial crisis.

Click Here to view a larger version of
this chart.
Chart 21) From 1987 - US real
estate versus the S&P 500 index
For
comparison purposes the following two charts (Chart 20 and Chart
21) have also been
included which display US home prices as a multiple of the
S&P 500 (US stock market). The chart immediately
below displays US home prices as a ratio of the
S&P
500 index (US stock market) from 1987 onward. Fourteen US
cities are
included in the chart below as well as a composite index of ten major
US Cities. Over the medium term, home prices in Canada have
outperformed price appreciation of stocks. Note, the spike on
the
charts observed at March 2009 represent the stock market bottom during
the financial crisis.

Click Here to view a larger version of
this chart.
Chart 22) From 1998 - US Real
Estate versus the S&P 500 Index
For comparison purposes the following chart and the chart above have
been included which display US home prices as a multiple of the
S&P 500 (US stock market). The chart below displays
US home prices as a ratio of the S&P
500 index (US stock market) from 1987 onward. Fourteen US
cities are
included in the chart below as well as a composite index of ten major
US Cities. Over the medium term, home prices in Canada have
outperformed price appreciation of stocks. Note, the spike on
the
charts observed at March 2009 represent the stock market bottom during
the financial crisis.

Click Here to view a larger version of
this chart.
Section E (charts
23 through 26):
US Housing Price Performance vs. Major Canadian Cities
The following charts indicate relative
performance of US home prices
to Canadian home prices in four Canadian markets: Vancouver, Calgary,
Toronto, and Montreal. US home prices reflect Canadian
dollars by
applying a timely CAD/USD exchange rate to the US home price index.
Chart 23) US Home Prices versus
Vancouver Home Prices

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this chart.
Chart 24) US Home Prices versus
Calgary Home Prices

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this chart.
Chart 25) US Home Prices versus
Toronto Home Prices

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this chart.
Chart 26) US Home Prices versus
Montreal Home Prices

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this chart.
Section F
(charts 27 through 33):
Price and Sales Pair Volume Change for Major Canadian Cities
The following charts indicate annual
changes in monthly home prices and "sales pair" volume. Data
has been
generously made available by Teranet - National Bank for: Canada,
Vancouver, Calgary, Ottawa, Toronto, Montreal, and Halifax.
Please visit http://www.housepriceindex.ca/
for the definitions and methodologies used
calculating their indices.
Chart
27) Canadian Home Price and
Sales Volume Change

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this chart.
Chart 28) Vancouver Home Price and
Sales Volume Change

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this chart.
Chart 29) Calgary Home Price and
Sales Volume Change

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this chart.
Chart 30) Ottawa Home Price and
Sales Volume Change

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this chart.
Chart 31) Toronto Home Price and
Sales Volume Change

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this chart.
Chart 32) Montreal Home Price and
Sales Volume Change

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this chart.
Chart 33) Halifax Home Price and
Sales Volume Change

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this chart.

Pacifica
Partners - Capital Management
Navigating
a Sea of Opportunity
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