Spam filters

I notice that Larry MacDonald has had some issues with the Akismet spam filter, which has been over-zealous in filtering his comments on other people’s websites.

I notice that on this site, he had three comments which I had to fetch out of the spam filter.

Spam is really all about economics – you can produce enough of it for such a low cost that even with a microscopic payback rate, it still is profitable. It does cause a lot of pollution on the internet, but with some Bayesian filtering you can weed out most of it and have an acceptable false positive rate.

Spam is also about game theory – a cat-and-mouse type game. The new game is that spammers are trying to increase their “credibility scores” by making innocent-sounding comments and posts in the hopes that human operators will “approve” them and then they will be able to deliver their payloads more effectively elsewhere.

Akismet has been good at picking up comments like “Like your site, keep up the good work” and other such spam comments that were socially engineered to let site owners keep them on their site. Filtering techniques are quite effective at weeding out these types of comments, such as using the IP address of the comment origin, and the submitted name and/or email address included with the comment.

However, if filtering gets too hyper-aggressive such that it begins to block out legitimate comments (called false-positives), it undermines the entire system.

Imagine a cellular phone network taking 5% of your incoming phone calls and/or text messages and not relaying them to you. You would consider this unacceptable. In the comment world, the acceptable false positive rate is likely higher, but for emails, it has to be one in a thousand in order for the system to be effective.

If spammers are able to increase the false positive rate, it will also be a victory for them since it undermines confidence in the spam detection system.

Unfortunately for Larry, it is likely that Akismet has somehow flagged his online signature as spam. Not sure how that happened, but at least on this site, I have taken three of his comments out of the spam bucket.

Second quarter of 2010 ends with a flurry

The second quarter of 2010 ended today. I noticed there was a lot of trading going on, especially in less-than-liquid issues that tended to trade down. I am guessing there were some liquidations that were part of some window dressing and/or automatic buying/selling for indexing purposes.

In terms of the broader markets, the S&P 500 was down 12.2% for the quarter. The TSX composite was down 6.2%. Spot oil was down 10.0%.

Perhaps the most important broad market financial measure was the 10-year US treasury bond, down from 3.85% at the beginning of the quarter to 2.95% – the market has made a significant deflationary bet over the past three months. The Canadian 10-year bond was down from 3.56% to 3.09% (June 29th data). This decrease in long term interest rates has very interesting implications – banks are parking cash in bonds rather than lending it out.

Why Canada’s corporate tax policy is paying off in spades

As readers of any of my sites know, I was a very big supporter of the Harper government’s decision in late 2007 to reduce the federal corporate income tax to 15% in 2012; it is currently 18% in 2010; and will be 16.5% in 2011. It was 21% from 2008 and 22.12% in 2007.

First, you had Tim Hortons moving its corporate headquarters back to Canada, where they will realize a substantial cost savings in taxes vs. their US operation.

Today, you have Biovail and Valeant merging together (note that long-time investors would know Valeant formerly as ICN Pharmaceuticals), but the key paragraph is the following:

Following completion of the merger, the new Valeant will be headquartered in Mississauga, Ontario and will remain a Canadian domiciled corporation, listed on both the Toronto and New York Stock Exchanges. In addition, the combined company will retain Biovail’s existing principal operating subsidiary in Barbados, which will continue to own, manage, control and develop intellectual property for the combined company. The location of the combined company’s U.S. headquarters will be determined after the close of the transaction.

This is purely for tax reasons. In Valeant’s California headquarters, they are subject to corporate income taxes of approximately 40% – 35% federal and about 8% state (which is deductible from federal taxes).

In Ontario, the current tax rate is 18% federal and 14% provincial; the provincial component will be reduced to 12% on July 1, 2010, for a combined rate of 31% in 2010. In mid-2011 and mid-2012, Ontario’s provincial rate goes down half a percent, and in mid-2013 it goes down to 10%. So the company will face the following effective corporate tax rates:

Calendar year 2010: 31%
Calendar year 2011: 28.25%
Calendar year 2012: 26.25%
Calendar year 2013: 25.5%
Calendar year 2014 and beyond: 25.0%

Corporations moving to British Columbia currently face a 10.5% provincial corporate tax rate, which will be reduced to 10% in 2011.

For Valeant, they reported $217 million in pre-tax income in the past 12 months. A 15% tax cut on this amount amounts to a yearly savings of about $33 million or nearly 40 cents a share. Also, any synergy benefits in the merger would also realize a 75% after-tax savings, as opposed to 60% if they had remained in California.

It is this huge 15% tax advantage that will cause more businesses to escape the USA and get into Canada. The US is going to be forced to cut corporate tax rates, otherwise they will continue to see investment leak out of the country like a thin helium balloon. As long as Canada doesn’t reverse this decision (which the opposition Liberal party has attacked the Conservatives on this very issue of corporate tax cuts) we will continue to be the beneficiaries of what is a very sound corporate taxation policy.

Performance Addicition

Article on the Financial Times – “How to best avoid performance addiction” which you might have to type into Google and click through there in order to get the full article. It describes how performance is the only barometer that most (retail) investors allocate capital, so when fund managers get money, they usually are already in quite “hot” sectors due to the prior years’ outperformance. A quotation is the following:

Most asset managers exhibit “enabling behaviours” that reinforce investors’ performance addiction by selling investment products on the basis of past – particularly short-term – performance. Although we all repeat the mantra that “past performance does not guarantee future success”, we still pay too much attention to performance.

Imagine a world in which every adviser and asset manager had to discuss three categories of investments with their clients: out-of-favour strategies worthy of consideration; high-performing strategies that continue to have legs; and “hot” performers that have had their run, from which investors should scale back their investments. It certainly would lead to rather different discussions than what typically occurs today.

Unfortunately I disagree with the conclusion. In the investment world, risk-adjusted future performance is everything. Risk-adjusted past performance is the only measurement tool. Note I mentioned the phrase “risk-adjusted” – a fund could have achieved a 1-billion-percent increase of capital by winning a $5 bet on the Lotto MAX (into $50 million) which would be very good fund performance, but the risk taken to get that performance was ridiculously stupid.

Most retail investors know nothing about performing this risk calculation when glossing through various promotional literature of mutual funds.

From an individual perspective, you should absolutely crave inefficient capital allocation (e.g. what we are likely seeing in the Vancouver Real Estate market). It causes less capital to chase other assets (which presumably will exhibit relative undervaluation) which you can snap up for cheaper prices. From a macroeconomic perspective, however, it is very unhealthy for economies to have significant inefficiencies, so when the focus of the speculative boom busts, you usually have to content with economic fallout (e.g. late 19th century/early 20th century railroad companies, mid 20th century automakers, the internet stock bubble, 2008 US real estate market etc.).

Canada ends the fiscal year with $47 billion deficit

The 2009-2010 year-end fiscal monitor is finally released. I will make some year-to-year comparisons.

From April 1, 2008 to March 31, 2009 the government posted a $2.2 billion deficit. In 2009-2010, the government posted a $47.0 billion deficit.

Revenues were down about 5% year-to-year, mainly attributable to a decrease in personal income tax and corporate income tax collections. The corporate side would have been a lot worse if it wasn’t for a huge recovery in the later part of the 2010 fiscal year.

The one interesting item is that the proxy for general consumption in the country, the Goods and Services tax, had a decrease of 0.2% year-to-year in revenues, so this is virtually unchanged. Similar to corporate income taxes, there was a huge surge in collections in the last part of the fiscal year.

On the expense side, government expenses were up approximately 17%. The bulk of this is attributable to the “economic action plan”, i.e. the stimulus package. The stimulus package, as projected in the 2009 budget, was approximately $23 billion, so one can infer that if it weren’t for the stimulus, the deficit would have been around $24 billion – a fairly manageable number.

Most notable is the 35% increase in Employment Insurance premium payments – mainly a function of increased unemployment, but also factored into this were government legislative efforts to enhance EI benefits for those that paid into the EI program for a lengthy period of time (7 years or over) receiving an extended amount of benefits.

My quick guess for 2010-2011 is that we will continue to see significant growth in revenues from the three main sources – personal income tax, corporate tax and GST collections in the 2010-2011 fiscal year. On the spending side, we will continue to see spending as well, and probably see a posted deficit of around $35-40 billion. This cannot continue indefinitely, otherwise Canada might face its own entitlement crisis. Although relative to other countries we are in better shape, we should be returning our fiscal balance to a mild surplus position and save some capital for future rainy days – which is more than likely to occur for the duration of this decade and beyond as the baby boomer generation retires.