Thursday, December 31, 2015

31/12/15: 2016 Bonds Market Outlook

My take on 2016 outlook for bond markets for Manning Financial is available here: (see page 5)

Or you can click on the following images to enlarge

31/12/15: Euro's share of international reserves falls... again...

The dream of the Euro becoming world reserve currency has had a bit of a rough year in 2015. The world's most prominent bureaucurrency just kept on losing ground as the share of international forex reserves goes:

Down from 28% in 2009 to 20.3% in 2015, marking its seventh consecutive quarterly fall.

Wednesday, December 30, 2015

30/12/15: 2016 Better Be Kinder to the Old Ruble... or...

The never-before mighty Ruble started the last day of 2015 trading on a shaky ground:

And it ended the year on a shaky ground:

And for all the pain, there is little gain. As oil tanks, Ruble will keep sinking. Per recent report from Bloomberg (emphasis mine):

"The currency would need to tumble more than 20 percent to at least 90 against the dollar to tip the
country into a full-blown crisis, according to 17 of 20 respondents in a Bloomberg survey. Should such a threat emerge, the Bank of Russia has an array of tools at its disposal, including verbal and market interventions, an emergency interest rate increase and capital controls, they said. “It would take more than 90 rubles per dollar to provoke significant repercussions,” said Sergey Narkevich, an analyst at Promsvyazbank PJSC in Moscow. “In 2015, Russian monetary authorities managed to mostly avoid spillovers from the foreign currency market and keep the financial system afloat and broadly functional.”

Except, here's a problem, per BAML:

Source: Bloomberg

Now, connect the dots... At above 90, we will have 'significant repercussions' and oil is already at around 37. What is more, all of the above references Brent prices. But Urals-Brent spread has been pretty awfully 'unfair' to Russian energy suppliers, and with the glut of eager and ready substitutes producers in the markets, the spread is unlikely to improve. Which means that 'above 90' can be 91 or it can be 95 or it can be 88... go figure.

Then again, may be, by some miracle, the New Year will be a happy one for the Ruble.

Update: Russia is hardly unique in linking currency valuations to budgetary / exchequer balances, as argued in this post - all commodities-dependent economies do that. And there is, of course, that added dimension of recessionary pressures, as shown in the chart below (taken from Bloomberg article covering Chinese growth woes):

30/12/15: Baltic Dry Index: Brick in Search of a Lake's Bottom

While IMF (belatedly) is warning about the risks of slower global growth, the Baltic Dry Index - a strong instrumental variable for global trade flows - has been sinking and sinking, like a brick searching for the bottom.

Yes, IMF did project back in October WEO that global growth will reach 3.56% in 2016, up on 3.123% in 2015. And that the growth in volume of trade flows will rise form just under 3% to 4.3%, with much of this growth accounted for by increased rate of growth in trade in goods (from 2.9% in 2015 to 4.13% in 2016). But, hey... one day someone will be booking real stuff on foot of IMF forecasts. Until then, good news-bad news from Washington forecasters mean zilch for the Baltic Dry.

30/12/15: US Junk Bonds: Heading into a New Defaults Wave?..

U.S. Junk Bonds markets have been a canary in the proverbial mine of the global economy since 2014, when we first felt some tremors in the markets. But so far, default rates for the junk bonds remained relatively subdued, albeit rising.

However, as recent Fitch forecasts suggest, things are about to get 1999-2000 styled. Fitch latest projection (mid-December) for U.S. Junk Bonds default rate for 2016 is at 4.5%, with energy sector at 11%. Now, for sectoral comparatives, here are the historical average default rates for the periods outside official recessions:

 The average in the historical series ex-recessions is close to 2.2%, which would make 2016 forecast for 4.5%... err... touchy, to say the least. It is also worth noting that in three pre-Global Financial Crisis recessions, build up in default rates was gradual, over two-four years. We are now two years into such a build up.

Obviously, this does not look like a good time to go into heavily leveraged assets... unless you've never been through a credit cycle meat grinder before...

30/12/15: Blink by 25bps, chew through billions: U.S. rates 'normalization'

In a post yesterday, I mentioned USD3 trillion hole in global bonds markets looming on the horizon as the U.S. Fed embarks on its cautious tightening cycle. Now, couple more victims of that fabled 'normalization' that few in the markets expected.

First up, U.S. own bonds:

Source: @Schuldensuehner 

As noted, US 2-year yields are now at 1.09%, their highest level since April 2010 and roughly double January 2015 average. Now, estimated interest on U.S. federal debt in 2015 stood at around USD251 billion for publicly held debt of USD13,124 billion. Now, suppose we slap on another 0.55%-odd on that. That pushes interest payments on publicly held portion of U.S. debt pile to over USD323 billion. Not exactly chop change...

And another casualty of 'normalization' - global profit margins per BCA Research:
"Over the past two decades, the G7 yield curve has been an excellent leading indicator of global margins. Currently, not only are short-term borrowing costs becoming prohibitive, at the margin, but the incentive to raise debt and retire equity to boost EPS is diminishing. This suggests that profit margins have likely peaked for the cycle."

Here's a chart showing both:
Source: BCA Research

Now, absence of margins = absence of capex. And absence of margins = profits growth on scale alone. Both of which mean things are a not likely to be getting easier for global growth.

Now, take BCA conclusion: "Finally, global junk bonds are pointing to a drop in equities in the coming months, if the historical correlation holds. Indeed, we are heeding the bond market’s message, and are concerned about margin trouble and the potential for an EM non-financial corporate sector accident: remain defensively positioned."

In other words, given the leverage take on since the crisis, and given the prospects for organic growth, as well as the simple fact that advanced economies' corporates have been reliant for a good part of decade and a half on emerging markets to find growth opportunities, all this rates 'normalizing' ain't hitting the EMs alone but is bound to under the skin of the U.S. and European corporates too.

Good luck trading on current equity markets valuations for long...

30/12/15: Эпоха несправедливости

Tuesday, December 29, 2015

29/12/15: There Are Two Ways 2016 Can Play Out for Euro Area Bonds

With the pause in ECB QE over the holidays season, bond markets have been largely looking forward to 2016 and counting the blessings of the year past. The blessings are pretty impressive: ECB’s purchases of government bonds have driven prices up and yields down so much so that at the end of this month, yields on some USD1.68 trillion worth of Government bonds across 10 euro area countries have been pushed below zero.

Per Bloomberg chart:

Value of bonds with yields below ECB’s -0.3% deposit rate, which makes them ineligible for purchases by the ECB, is $616 billion, just shy of 10 percent of the $6.35 trillion of bonds covered by the Bloomberg Eurozone Sovereign Bond Index. As the share of the total pool of marketable European bonds, negative yield bonds amounted to more than 40% of the total across Europe at the start of December (see here:

Two questions weigh on the bond markets right now:
1) Will the ECB expand the current programme? Market consensus is that it will and that the programme will run well beyond 1Q 2016 and spread to a broader range of securities; and
2) Will low inflation environment remain supportive of monetary easing? Market consensus is that it will and that inflation is unlikely to rise much above 1% in 2016.

In my view, both consensus positions are highly risky. On ECB expectations. Setting aside inflationary dynamics, ECB has continuously failed to ‘surprise’ the markets on the dovish side. Nonetheless, the markets continued to price in such a surprise throughout 2015. In other words, current pricing is probably already reflecting high probability of the QE extension/amplification. There is not much room between priced-in expectations and what ECB might/can do forward.

Beyond that, my sense is that ECB is growing weary of the QE. The hope - at the end of 2014 - was that QE will give sovereigns a chance to reform their finances and that the economies will boom on foot of cheaper funding costs. Neither has happened and, if anything, public finances are remaining weak across the Euro area. The ECB has been getting a signal: QE ≠ support for reforms. And this is bound to weigh heavily on Frankfurt.

On inflationary side, when we strip out energy prices, inflation was running at around 1.0% in November and 1.2% in October. On Services side, inflation is at 1.2% and on Food, alcohol & tobacco it is at 1.5%. This is hardly consistent with expectations for further aggressive QE deployment and were ECB to engage in more stimulus, any reversion of energy prices toward the mean will trigger much sharper tightening cycle on monetary side.

The dangers of such tightening are material. Per Bloomberg estimate, a 1% rise in the U.S. Fed rates spells estimated USD3 trillion wipe-out from the about USD45 trillion valuation in investment-grade bonds issued in major currencies, including government, corporate, mortgage and other asset-backed securities tracked by BAML index:

Source here.

European bonds are more sensitive to the ECB rate hikes than the global bonds are to the Fed hike, primarily because they are already trading at much lower yields.

Overall, thus, there is a serious risk build up in the Euro area bond markets. And this risk can go only two ways in 2016: up (and toward a much worse blowout in the future) or down (and into a serious pain in 2016). There, really, is no third way…

Monday, December 28, 2015

28/12/15: Russia: Unsurprisingly Surprising November GDP Print

Per latest report from the Economy Ministry, Russian GDP contracted 0.3% m/m in November in real terms and is down 3.7% y/y over 11 months through November 2015. Compared to 12 months ago, November GDP was down 4%.

This implies that, the economy will likely be down 3.8 percent (by my estimates: 3.8-3.9 percent) in 2015 as a whole. More significantly, with November GDP being down on foot of weaker oil prices and with crude prices continuing to contract through December, we are now less likely to see stabilisation in the economy (zero growth or return to positive growth) in 1Q 2016.

Meanwhile, in November, real wages were down 10% y/y while retail sales were down 13% for eleventh month in a row, according to Rosstat.

Rosstat data shows that over the last 12 months through November, food sales were down more than 11% and non-food goods sales fell nearly 15%. The figures for November 2015 show sharper contraction, in part because in November 2014 retail sales in Russia actually rose on foot of rapid devaluation of the Ruble. But overall, private consumption in Russia continues to run at a level consistent with where it was back in 2011. As noted recently by BOFIT, private consumption in Russia is still some 10 percent above where it was pre-crisis in 2008. Which is no mean feat, as for example, in the case of Ireland private consumption currently remains below its pre crisis levels despite the fact that Irish economy has been recovering very robustly from the crisis in recent years.

Rosstat data shows that seasonally adjusted industrial output fell again in November. Activity in extractive industries in November was unchanged from a year earlier, having supported the output to the upside in previous months. Manufacturing production, however, fell for the third month in a row, down ca 5% y/y in November. BOFIT noted that this suggests that “the impact of increased defence spending that supported manufacturing industries earlier this year is likely fading. First-half defence spending grew on-year by over a third, but since autumn defence spending has fallen.”

All of this supports negative view of the Russian economy going into 2016, summarised in my earlier post here:

The outrun so far has been quite disappointing for the forecasting hawks, including for example Danske Bank analysts who at the end of May 2015 predicted Russian economy will shrink 7.9% y/y in 2015 ( forecast they revised to -6.2% at the end of August 2015).

Or for that matter for seasoned hawks, like Andres Aslund who in January prediction put the matters thus: “Russia’s GDP is likely to plunge in 2015. Indeed, it would be prudent to expect a slump on the order of 10 percent. In many ways, Russia’s financial situation is eerily similar to the fall of 2008, when then-Prime Minister Vladimir Putin called his country a safe haven in the global financial crisis. In 2009, Russia’s GDP dropped by 7.8 percent. In other ways, the situation seems even worse.” (H/T to @27khv for the link:

But the outrun is also a bit on a reality check to some Russian political and Government figures (including President Putin and Prime Minister Medvedev) who bought into the fragile and dynamically uncertain improvements over Summer 2015 to announce the bottoming out of the economic crisis.

Truth is, Russian economy is a very hard nut to crack for any forecaster, as it is currently subject to a series of coincident shocks that themselves are hard to price and predict: oil prices and gas prices slump, contracting demand for energy globally, including on foot of both geopolitical changes and warm weather; broader commodities prices collapse, including on foot of global demand weaknesses and regional (e.g. China) weaknesses; geopolitical risks and sanctions (including financial sanctions); ongoing deleveraging of the Russian banking sector (including outside Russia, especially in Ukraine and the rest of the Former USSR and in parts of Central and Eastern Europe); domestic structural weaknesses (including those that started manifesting themselves in late 2011 and continue to play weak economic hand to-date); and so on. Thus, we shall be kind to forecasters and politicians making bets on Russian economy’s direction.

I wrote about most of the above already, including the banking sector woes ( And the trends in both manufacturing and services sectors were pretty clear in the PMIs (see

But translating these indicators into actual growth performance is a perilous task... as the November figures showed.

28/12/15: BOFIT summary of 2016 outlook for Russian Economy

Per recent BOFIT summary:

“Forecasters see the Russian economy contracting slightly in 2016. Recent economic forecasts, with the exception of the brighter projection of Russia’s economy ministry, see GDP contracting about a half per cent. A couple of forecasts expect a drop of about 1 %. The average price of oil next year is assumed to average $50–55 a barrel.

Most forecasts also see imports declining a bit further. Almost all forecasts see private consumption shrinking next year, most by about 1 %.

The CBR’s forecast update this month, however, reduced its earlier projection and now expects private consumption to contract by nearly 4 %. The consumption projections reflect the anticipation that household income growth will not keep up with inflation, especially as increases of public sector wages and pensions have been set very low due to the frail condition of government budgets.

The forecasts also see fixed investment slipping further by roughly 1 %. Estimates of the volume of Russian exports vary more widely, but forecasters generally expect exports to rise slightly in 2016.”

My view on Russian economic growth prospects for 2016 were reflected in my column for

Saturday, December 26, 2015

26/12/15: Depositors Insurance or Depositors Rip-off?

What's wrong with this picture?

In simple terms, nothing. The Central Bank has embarked on building up reserves to fund any future pay-outs on deposits guarantee.

In real terms, a lot.

Central Bank deposits guarantee will be funded from bank levies. However, in current market environment of low competition between the banks in the Irish market, these payments will be passed onto depositors and customers. Hence, depositors and customers will be funding the insurance fund.

Which sounds just fine, except when one considers a pesky little problem: under the laws, and contrary to all the claims as per reforms of the EU banking systems, depositors remain treated pari passu (on equal footing) with bondholders (see note here on EU's problems with doing away with pari passu clause even in a very limited setting: Now, let's consider the following case: bank A goes into liquidation. Depositors are paid 100 cents on the euro using the new scheme and bondholders are paid 100 cents on the euro using the old pari passu clause.

Consider two balancesheets: one for depositor holding EUR100 in a deposit account in an average Irish bank over 5 years, and one for the bondholder lending the same average bank EUR100 for 5 years.

Note: updated version

Yes, the numbers are approximate, but you get the point: under insurance scheme the Central Bank is embarking on, the depositor and the bondholder assume same risks (via pari passu clause), but:

  • Depositor is liable for tax, fees and insurance contributions, whilst facing low interest rates on their deposits; while
  • Bondholder is liable for none of the above costs, whilst collecting higher returns on their bonds.

So, same risk, different (vastly different) returns. Still think that insurance fund we are about to pay for a fair deal?..

26/12/15: A Trendless World of 'Recovery'?

Anyone watching financial markets and economics in 2015 would know that this year was marked by a huge rise in volatility. Not the continuous volatility along the established trend, but a 'surprise' volatility concentrated on the tails of distributions of returns and growth numbers. In other words, the worst kind of volatility - the loss and regret aversion type.

Here are two charts confirming the said pattern.

Starting with asset classes:

Source: BAML

In the 'repaired' world of predictable monetary policy with well-signalled forward guidance, 2015 should have been much calmer, as policy surprises were nowhere to be seen (Bank of Japan continued unabated flooding of money, while ECB embarked on its well-in-advance-flagged QE and the Fed 'cautious rates normalisation' switched was anticipated for months, amidst BOE staying put, as predicted by everyone every time London committee met). Alas, that was not the case and 2015 ended up being a year of more extreme shifts into stress than any other year on record.

Likewise, the U.S. economic growth - the most watched and most forecasted series in the global economy - produced more surprises for forecasters:

Source: Goldman Sachs

Per above, 2015 has been a second consecutive year with U.S. GDP growth surprising forecasters to the downside. Worse, yet, since 2001, U.S. GDP growth produced downside surprises compared to consensus forecasts in 12 out of 15 years.

In the past cycles, the early 1990s recession produced an exit from the downside cycle that resulted in 2 consecutive years of upside surprises in growth; for the exit from the 1980s recession, there were five consecutive periods of upside growth relative to the forecasts. Even in the horrific 1970s, the average forecast over-optimism relative to outrun was closer to zero, against the current post-recessionary period average surprise to the forecast being around -0.5 percentage points.

In other words, if you need a confirmation that four years after the 'recovery' onset, the world of finance and growth remains effectively 'trendless', have another look at the charts above...

Friday, December 25, 2015

25/12/15: WLASZE: Weekend Links on Arts, Sciences and Zero Economics

Merry Christmas to all! And in spirit of the holiday, time to revive my WLASZE: Weekend Links on Arts, Sciences and Zero Economics postings that wilted away under the snowstorm of work and minutiae, but deserve to be reinstated in 2016.

[Fortunately for WLASZE and unfortunately for die harder economics readers of the blog, I suspect my work commitments in 2016 will be a little more balanced to allow for this...]

Let's start with Artificial Intelligence - folks at ArsTechnica are running an excellent essay, debunking some of the AI myths. Read it here. The list is pretty much on the money:

  • Is AI about machines that can think (in human intelligence sense)? Answer: predictably No.  
  • Is AI capable of outstripping human ethics? Answer: not necessarily.
  • Will AI be a threat to humanity? Answer: not any time soon.
  • Can the AI system acquire sudden singularity? Answer: sort of too far away and doubtful even then.
The topic is hugely important, extremely exciting and virtually open-ended. Perhaps of interest, I wrote back in 2005 about the non-linearity and discontinuity of our intelligence as a 'unique' identifier of humanity. The working paper on this (I have not revisited it since 2005) is still available here.

And to top the topic up, here is a link on advances in robotics over the grand year of 2015: The title says it all... "dumb robots"... or does it?..

Update: another thought-provoking essay - via QZ - on the topic of AI and its perceived dangers. A quote summarising the story:
"Elon Musk and Stephen Hawking are right: AI is dangerous. But they are dangerously wrong about why. I see two fairly likely futures:

  • Future one: AI destroys itself, humanity, and most or all life on earth, probably a lot sooner than within 1000 years.
  • Future two: Humanity radically restructures its institutions to empower individuals, probably via trans-humanist modification that effectively merges us with AI. We go to the stars."
Personally, I am not sure which future will emerge, but I am sure that there is only one future in which we - humans - can have a stable, liberty-based society. And it is the second one. Hence my concerns - expressed in public speeches and blog posts - with the effects of technological innovation and the emergence of the Gig-Economy on the fabric of our socio-economic interactions.

At any rate... that is a cool dystopian pic from QZ

Dangers of AI or not, I do hope we sort out architecture before robots either consume or empower us...

On the lighter side, or may be on a brighter side - for the art cannot really be considered a lighter side - Saatchi Art are running their Best of 2015 online show here: that is worth running through. It is loaded with some younger and excitingly fresher works than make traditional art shows. 

Like Jonas Fisch's vibrantly rough, Gears of Power 

All the way to the hyper-expressionist realism of Tom Pazderka, here is an example of his Elegies to Failed Revolutions, Right Wing Rock'n'Roll 

And for that Christmas spirit in us, by Joseph Brodsky, translated by Derek Walcott (for a double-Nobel take):

The air—fierce frost and pine-boughs.

We’ll cram ourselves in thick clothes,

stumbling in drifts till we’re weary—

better a reindeer than a dromedary.

In the North if faith does not fail

God appears as the warden of a jail

where the kicks in our ribs were rough

but what you hear is “They didn’t get enough.”

In the South the white stuff’s a rare sight,

they love Christ who was also in flight,

desert-born, sand and straw his welcome,

he died, so they say, far from home.

So today, commemorate with wine and bread,

a life with just the sky’s roof overhead

because up there a man escapes

the arresting earth—plus there’s more space.

Merry Christmas to all!

25/12/15: Comment for Expresso on U.S. Fed hike

My comment for Portugal's Expresso (December 19) on U.S. Fed rate hike:

Wednesday, December 23, 2015

23/12/15: Corporate Leverage: "I miss you since the place got wrecked"

Remember all the deleveraging the U.S. economy has gone through during the crisis? Why, sure, we've learned a lesson about too much debt, did we not?

Except when you look at the Deutsche Bank data in the following chart:
Source: @SoberLook 

By which the investment grade corporates' net leverage is at all time high 3 quarters running and rising; and gross leverage is at all time high 4 quarters running and rising. Or as Leonard Cohen's lyrics go:
"Ah we're drinking and we're dancing 
and the band is really happening 
and the Johnny Walker wisdom running high..."

23/12/15: Vnesheconombank: where things stay ugly

As reported by BOFIT, Russia’s 4th largest and state-owned Vnesheconombank  (VEB Group which technically is not a bank, but a development bank and an owner of a number of banks, so as such VEB is not subject to CBR supervision) requires estimated funding supports at EUR15–20 billion “to cover at least the next few years”.  Per Bloomberg, VEB has been seeking USD23 billion “to support long-term growth and pay off the upcoming loan” (data as of November 23). VEB total assets in Russia amount to ca EUR45 billion, which, per BOFIT, “would make VEB Russia’s fourth largest bank with holdings that correspond to about 4 % of the banking sector’s total assets”. Overall, VEB holds 2.8 trillion Rubles in loans assets and around 1 trillion Rubles in other assets.

To-date, VEB received EUR8 billion in deposits from the National Welfare Fund and about EUR500 million in other monies (most of which came from the Central Bank’s 2014 profits).

Per both, Bloomberg and BOFIT: VEB has been a major lender behind Sochi Winter Olympics 2014. New lending increased total loans held by the bank by some 25% in Ruble terms in 2013 before doubling loans in 2014. VEB started aggressive loans expansion in 2007 since when its assets base grew almost 10-fold. Over 2015, bank-held loans posted some serious deterioration in quality forcing bank to set aside significant reserves to cover potential losses. Per Reuters report, “S&P estimates some 500 billion roubles of VEB's loans were directed by the government and are therefore regarded as relatively risky. While the huge investments made in Sochi have generated public discussion in Russia, far less attention has been given to no less massive investments VEB made in Ukraine. "That's still on their books and they keep rolling those loans over. Of course it's only a question of time before they accept losses on those assets," said S&P's Vartapetov. In an interview in December 2013, VEB Chairman Vladimir Dmitriev said the bank had via Russian investors ploughed $8 billion into Ukrainian steel plants, mainly in the Donbass region, since ravaged in a separatist conflict. He said the investment had supported 40,000 Ukrainian workers, but did not say how the Russian economy had benefited.” Overall, Russian banks’ continued presence and even growth in Ukraine - while puzzling to some external observers - can be explained by the significant role these banks play in the Ukrainian economy.

In 2014, VEB posted full year loss of USD4.5 billion / RUB250 billion and in 1H 2015 losses totalled USD1.5 billion. VEB’s Ukrainian subsidiary was one of the big drivers for these. Based on the figures, VEB posted the largest loss of any Russian company in 2014.  The top three largest loss making companies in 2014 were: Vnesheconombank, followed by the steelmaking giant Mechel (loss of 167 billion rubles) and the monopoly Russian Railways (losses of 99 billion rubles).

In addition, VEB holds some USD19.3 billion of debt maturing through 2025 (see chart from Bloomberg) with EUR9 billion of this in eurobonds:

VEB is subject to both EU and US sanctions which effectively shut VEB access to funding markets and the bank will require between EUR2.5 and 3 billion for debt servicing in 2016 alone. This week, VEB secured a five-year loan of 10 billion yuan or EUR1.4 billion from China Development Bank.

Recently, Finance Minister Anton Siluanov stated that VEB requires as much as USD20 billion in funding (ca 1.7% of Russian GDP), and that VEB is expected to sell some of its assets to fund part of the gap.

Per Bloomberg, “the finance ministry’s proposals include exchanging the lender’s Eurobonds for Russian government securities, Vedomosti reported Nov. 24. Other options on the table include a local government bond offering for 1.5 trillion rubles to recapitalize the bank, and transferring bad assets from VEB’s balance sheet to the state, according to newspaper Kommersant.”

Tuesday, December 22, 2015

22/12/15: Baltic Dry Index: not much of a post-Fed bounce

With the optimism of Christmas week forecast (traditionally keen on stressing the upside to the global economic conditions), let's not forget the Baltic Dry Index:

As the chart above shows, global trade ain't doing too well in this *finally repaired* and *full employment-bound* world economy. In fact, the index has been ploughing the depths that put to shame even the abysmal December 2008 crisis lows. Not surprisingly, the post-Fed bounce was pretty much a fizzle...


Sunday, December 20, 2015

20/12/15: Of those Russian GDP 2016 forecasts

In my recent column for (see: I quipped that in the case of the Russian economy, forecasts for 2016 growth rates might just as well be taken from the fortune tellers, as there are too many moving factors driving the economy, all of which are virtually impossible to forecast.

Now, h/t to @JoMichell, we have a picture of 'predictability' of one key driver of the Russian economy - oil prices. Please, keep in mind: these are Brent prices (Urals grade predictability is even lower, as Urals-Brent spread is subject to further uncertainty, including geopolitical risks and substitution risks, as discussed in my column).

So here is a chart showing IMF forecasts for Brent prices issued back in June 2015:
 Note that in the above, least probable downside scenario is for oil above USD40 per barrel through 2015. Alas, the least probable forecast is not exactly the lower bound for reality:

So here we have it: less than 6 months forecast out, and the least probable worst case scenario has been breached already. Good luck pinning Russian GDP forecasts down...

Saturday, December 19, 2015

19/12/15: Oil Prices: One Chart, Two Years

A neat summary / timeline of oil price changes in two years:

Source: @allmarkets 

19/12/15: Another Un-glamour Moment for Economics

Much of the current fascination with behavioural economics is well deserved - the field is a tremendously important merger of psychology and economics, bringing economic research and analysis down to the granular level of human behaviour. However, much of it is also a fad - behavioural economics provide a convenient avenue for advertising companies, digital marketing agencies, digital platforms providers and aggregators, as well as congestion-pricing and Gig-Economy firms to milk strategies for revenue raising that are anchored in common sense. In other words, much of behavioural economics use in real business (and in Government) is about convenient plucking out of strategy-confirming results. It is marketing, not analysis.

A lot of this plucking relies on empirically-derived insights from behavioural economics, which, in turn, often rely on experimental evidence. Now, experimental evidence in economics is very often dodgy by design: you can’t compel people to act, so you have to incentivise them; you can quite select a representative group, so you assemble a ‘proximate’ group, and so on. Imagine you want to study intervention effects on a group of C-level executives. Good luck getting actual executives to participate in your study and good luck getting selection biases sorted out in analysing the results. Still, experimental economics continues to gain prominence, as a backing for behavioural economics. A still, companies and governments spend millions on funding such research.

Now, not all experiments are poorly structured and not all evidence derived from is dodgy. So to alleviate nagging suspicion as to how much error is carried in experiments, a recent paper by Alwyn Young of London School of Economics, titled “Channelling Fisher: Randomization Tests and the Statistical Insignificance of Seemingly Significant Experimental Results” ( used  “randomization statistical inference to test the null hypothesis of no treatment effect in a comprehensive sample of 2003 regressions in 53 experimental papers drawn from the journals of the American Economic Association.”

The attempt is pretty darn good. The study uses robust methodology to test a statistically valid hypothesis: has there been a statically significant result derived in the studies arising from experimental treatment or not? The paper tests a large sample of studies published (having gone through peer and editorial reviews) in perhaps the most reputable economics journals. This is creme-de-la-creme of economics studies.

The findings, to put this scientifically: “Randomization tests reduce the number of regression specifications with statistically significant treatment effects by 30 to 40 percent. An omnibus randomization test of overall experimental significance that incorporates all of the regressions in each paper finds that only 25 to 50 percent of experimental papers, depending upon the significance level and test, are able to reject the null of no treatment effect whatsoever. Bootstrap methods support and confirm these results. “

In other words, in majority of studies claiming to have achieved statistically significant results from experimental evidence, such results were not really statistically significantly attributable to experiments.

Now, the author is cautious in his conclusions. “Notwithstanding its results, this paper confirms the value of randomized experiments. The methods used by authors of experimental papers are standard in the profession and present throughout its journals. Randomized statistical inference provides a solution to the problems and biases identified in this paper. While, to date, it rarely appears in experimental papers, which generally rely upon traditional econometric methods, it can easily be incorporated into their analysis. Thus, randomized experiments can solve both the problem of identification and the problem of accurate statistical inference, making them doubly reliable as an investigative tool. “

But this is hogwash. The results of the study effectively tell us that large (huge) proportion of papers on experimental economics published in the most reputable journals have claimed significant results attributable to experiments where no such significance really was present. Worse, the methods that delivered these false significance results “are standard in the profession”. 

Now, consider the even more obvious: these are academic papers, written by highly skilled (in econometrics, data collection and experiment design) authors. Imagine what drivel passes for experimental analysis coming out of marketing and surveying companies? Imagine what passes for policy analysis coming out of public sector outfits? Without peer reviews and without cross-checks like those performed by Young?

Friday, December 18, 2015

18/12/15: Ukraine Inches Even Closer to a Default

So, we have this:

Which means that Ukraine and Russia - so far - have failed to agree terms of debt restructuring. As a reminder, over the last few days, Ukraine and Russia were involved in a 'last minute' dialogue (via Germany) to resolve the issue.

Does this mean that Ukraine is now in a sovereign debt default? Technically - no. Ukraine will only be in a default after 10 days grace period expires, which means the parties to the talks still have 12 days to reach an agreement and avoid default.

Does this mean that Ukraine is now in breach of IMF lending criteria? Technically - no. IMF amended its own rules allowing lending to continue for countries in official sector default, as long as these countries continue to engage in debt restructuring negotiations with the lenders.

Can the two countries reach a deal in time to avoid official default? Unlikely: any deal between Russia and Ukraine (except for a deal that treats Russia under the same terms extended to private lenders - a deal that is simply unacceptable to Russia) will require approval of other (commercial) lenders under the agreement between commercial lenders and Ukraine struck earlier. There is simply not enough time to achieve such an approval, even assuming, there is a deal and the deal can be approved (both assumptions are quite a stretch).

Do both parties show will to negotiate in good faith? So far - no. Russian offer (see here) has been to restructure debt by extending repayment period (a real haircut absent nominal haircut, as far as I read this). The offer shifted Russian position in negotiations in the direction of Ukraine's position: from the opening position that the debt is official sector debt and thus should be repaid in full and in time. Ukraine's position has been to treat Russian debt equivalent to private sector debt and Ukraine (as far as public record goes) did not alter its position to move closer to Russian offer. Ukraine also deployed consistent rhetoric of "Our way or the highway" variety. In other words (I am willing to be corrected on this), Russia made insufficient step toward Ukraine, while Ukraine made no step toward Russian position whatsoever.

Note: my view has been (consistently over time) that Russia should restructure loans to Ukraine to a longer term, say 10-year, bond extended at original interest rate and allow for 2-3 years interest payments moratorium. Financially optimal solution would have been to impose a haircut on principal and extend maturity of the remaining balance. But, given Ukraine's failure to secure stronger restructuring with private sector lenders, this option is not available and is politically infeasible.

Thursday, December 17, 2015

17/12/15: Re-aligning Ruble with Oil: Fed Hiccup...

Two casualties of the Fed's rate jitter: Oil & Ruble

Source: @Schuldensuehner 

Ruble is now nearing August 2015 lows on a continued trend that realigned with oil prices.

And while we are at it, another pairing:

Source: @Schuldensuehner 

Note: as of yesterday's closing Russian CDS 5 year spread was at 308.91 with implied probability of default of 19.15%. A week ago, same stood at 291.64 with implied probability of default at 18.26% and at the end of Tuesday, at 305.91 with implied probability of default at 18.99%.

But as a reminder, watch not only Brent, but also Urals-Brent spread. Hawkish dove of the Fed has less to say on that than Russian energy substitution ongoing in Europe and Turkey via Saudi's and Iranian contracts.

Wednesday, December 16, 2015

16/12/15: 36 years of interest rates across major advanced economies

As we inch closer to the U.S. Fed rates decision today, here is a useful chart summing up evolution of interest rates in key advanced economies over the last 36 years:

Happy lifting... 

16/12/15: Only 2/5 Global Ranking Methodologies Show an Irish Uni in Top 100

Universities rankings are a hazardous undertaking. Too many moving metrics, too many subjective inputs, too many egos fighting each other and too many euros and dollars and rupees and pounds etc at stake from funding sources. So one really should take them with a grain of salt and in comparatives look at a number of rankings across the board.

So here's a set of simple facts:

US NWR rankings:
QS rankings:

Wikipedia rankings:

Note: although QS and Wikipedia rankings for Trinity are relatively close, two methodologies are quite different. In terms of perceived robustness, ARWU and THE, are seen as top quality rankings, with QS and USNWR methodologies being usually seen as 'intermediate' quality and Wikipedia rankings being, err... a bit off-the-wall. 

Still, net effect is: 3/5 global universities rankings give Ireland zero places in top 100. No matter how you spin this, it ain't great...

Tuesday, December 15, 2015

15/12/15: There will be more blood: Global commodities markets

My Article for Sunday Business Post on commodities markets outlook:

15/12/15: Europe’s Refugees Crisis: Some Economic Perspectives

In recent months, we have observed an ever-increasing cost estimates for Germany (and by a corollary Europe) of absorbing the 2015 inflows of refugees.

Central to these estimates have been numbers released by the Ifo Institute. These estimates started with the assumed inflows of 800,000 refugees in 2015 and were first pegged at EUR10 billion, “just to cover accommodation and food”. I covered these estimates earlier here:

Subsequent estimates raised both the number of refugees (to 1,100,000) and the cost per refugee, raising the estimate to EUR21.1 billion (covered here: and per Ifo including “accommodation, food, creches, schools, German courses, training and administration” over 12 months.

In part, very high costs estimates are premised on the assumed ability of refugees to integrate into German labour markets ( due to lack of language skills, work skills and education. These assumptions - based on population averages and aggregate scores for key countries of origin for refugees - appear to be in line with German employers’ perception of refugees as generally lacking in key basic skills as noted here:

Taking Ifo Institute’s estimate of EUR19,000 in annual costs per refugee, and based on the EU Commission estimate that some 4 million Syrian refugees currently are in Turkey, Lebanon and Jordan, with some also in Egypt, Iraq and Libya, what are the chances that EU’s latest ‘aid’ to Turkey of a miserly EUR3 billion is going to be enough to address the problem?

If research also attempts to quantify cost/benefit assessment of the refugees inflows. In a more recent note ( the Institute states that “…Europe, with its ageing societies, needs new workers. Germany alone theoretically needs more than 30 million young immigrants until 2035 to keep the old-age dependency ratio constant at the current pensionable age, and maintain both the pension and contribution rates in its pay-as-you-go system unchanged. So, could the newcomers be the solution?”

The answer depends on which model one uses to estimate costs/benefits of inflows. “There have been different calculations about the benefit that refugees bring to the recipient countries. While a Keynesian model using a multiplier analysis until 2035 (!) comes to the conclusion that there are positive net benefits for the incumbent population, generational accounting models come up with frighteningly large loss estimates for the state, reaching between 79,000 and 450,000 euros per person in present value terms. This burden might well prove unsustainable if the number of immigrants continues unabated.” In other words, if you believe in a world where Government spending on anything (be it digging of ditches or building refugees shelter or hospitals) is a positive contributor to growth in the long run, things are just fine. If you believe that there can be misallocation of resources in investment and there can be inefficient transfers across generations as a result of multi annual policy commitments, things are pretty costly.

As usual, there is no agreement amongst the economists on the subject of economic impact of refugees. Which is not to warrant any statement about ethical and human dimension of how Europe should be addressing the crisis (economics, of course, is by far not the only consideration on this matter). But it is a good starting point (albeit a bit late for the current crisis) to have a debate as to the merits of different models for selecting refugees based on specific characteristics, such as prior work experiences, basic skills and education. It is also a good point to start thinking about how the balance between humanitarian assistance and development supports (in countries of origin) as well as social supports and workplace integration incentives in the host countries should/could be structured.

Ifo Institute position on the subject of host countries labour market and social supports structures is to stress the need for reducing minimum wage (Hartz IV) barriers to labour market entry. Without endorsing this view, here is an interesting link to a study that covered impacts of social welfare nets on entrepreneurship amongst migrants in the US, Canada and the UK (with Canadian experience being very interesting as Canadian model of highly selective migration filters is being advocated for Europe):

The refugees crisis of 2015 (and possibly 2016 and on) is testing European systems (labour markets, social welfare, capital structures etc) along the economic dimension. The debates and policy responses so badly needed today should have taken place years ago. Absent these, we are now staring at the possibility that this crisis will alter our political systems, while stressing our economic and social systems. A right response would, in my opinion, involve recognising first and foremost the humanitarian dimension of the crisis, while accelerating the process for developing long term economic responses.

Note: this post is a follow up on my appearance on Bloomberg Radio last morning discussing the topic of economic impact of the refugees crisis.

15/12/15: Russian Outlook for 2016: Slon & Rain

My first column for Russian current affairs magazine Slon is out covering outlook for Russian economy for 2016:

I spoke about the topic on Russian TV Channel Dozhd' (Rain):

Monday, December 14, 2015

14/12/15: ECB Rates & Policy Room

My comment on monetary policy space remaining for ECB post-December decision: Expresso (December 12, 2015, page 09):

14/12/15: U.S. Rates Impact on Euro: Expresso, December 12

My comments on potential impact on Euro and Euro area economy from the Fed rate hike for Portuguese Expresso (December, 12 page 03):

Sunday, December 13, 2015

13/12/15: Strelka Institute: Interview

Recently, I gave an interview (in Russian) to Strelka Institute in Moscow. The interview covered the importance of linking economic development and urban design to sustain a C.A.R.E system of supports for human capital-intensive economy. Here is the interview link:

13/12/15: Irish National Accounts 3Q: Post 6: Exports and MNCs

In the previous 6 posts, I covered:

  1. Irish National Accounts 3Q: Sectoral Growth results;
  2. Irish year-on-year growth rates in GDP and GNP;
  3. Quarterly growth rates in Irish GDP and GNP
  4. Irish Domestic Demand (Household Consumption, Government Spending and Public and Private Investment)
  5. Irish external trade; and
  6. Evolution of per-capita metrics and the dynamics of the crisis.

So let’s get down to the last post on the matter of Irish National Accounts for 3Q 2015: the subject of Irish economy’s dependency on MNCs… err… exports that is.

Real Exports as a share of Irish real GDP stood at 120.1% in 3Q 2015, the second highest proportion on record, down from 123.0% in 2Q 2015 which was record-breaking level. Similarly, Nominal Exports as a share of nominal GDP fell from 127.2% in 2Q 2015 (highest on record) to 122.7% (second highest).

This is a remarkable set of numbers, driven predominantly by the activities of MNCs in Irish economy, and a number that is a signifier of all that is wrong with our National Accounts. Unlike countries that serve as a basis for production, Ireland serves as a basis for both some production of goods and services, but also as a platform for large scale tax optimisation. Vast majority of our exports are accounted for by MNCs trading from here, with large share of activity not taking place here, but being booked into Ireland from abroad. This distorts actual levels and value of production, but it also distorts the metrics of this economy’s openness to trade.

As the result on much of the MNCs activities, profits derived in Ireland by MNCs can go four ways:

  1. They can be booked into tax havens (in which case they register as outflows from Ireland or Irish imports);
  2. They can be booked in Ireland as profits and retained here (in which case they accrue to our National Accounts);
  3. They can be registered here and then repatriated abroad (in which case they register as outflows of factor income); and
  4. They can be booked into here and then expatriated, but remain on our books, as long as the MNCs is domiciled here (e.g. company created as an Irish entity via inversion).

We have zero ability to tell how much exactly do MNCs derive in profit from activities here and tax optimisation through here. But we do have a number that partially captures (3) above. This is provided by Net Factor Income Outflows to the Rest of the World and here is the chart showing how it evolved over time relative to Exports:

Do note that over 2011 - present period, average net outflow of factor payments abroad has fallen as a share of Exports from 17.5% in the period of 1Q 2002 - 4Q 2010 to 15.1%, the lowest period average on record. In other words, during the last 4 and 3/4 years MNCs operating from Ireland have been expatriating fewer profits abroad than in other periods in history. Question is: what happens to these retained profits over time? Obviously, these MNCs have absolutely no interest in re-investing these profits in Ireland (there is neither the scale for such reinvestment, nor the need). This suggests that either these profits are being parked until such a time as when they can be expatriated for the purpose of funding MNCs investments around the world, or the MNCs overall switched to declaring lower profits as a share of their exports.

Truth is - we do not know what is going on, though we do know that something is afoot.

Overall, however, Irish economic miracle’s dependence on MNCs-driven exports growth is growing, whilst transparency of MNCs operations here (at least as far as the National Accounts go) is declining. Happy FDI days are upon us… as long as the U.S., OECD, EU, and the rest of the host of states and organisations hell-bent on ending the free for all tax optimisation by corporates aren’t looking…

Saturday, December 12, 2015

12/12/15: Irish National Accounts 3Q: Post 6: Measuring Recovery

In previous posts, I have covered:

  1. Irish National Accounts 3Q: Sectoral Growth results 
  2. Year-on-year growth rates in GDP and GNP in 3Q 2015 
  3. Quarterly growth rates in GDP and GNP 
  4. Domestic Demand and
  5. External trade side of the National Accounts 

Now, as usual, let’s take a look at the evolution of 3 per-capita metrics and trace out the dynamics of the crisis.

In 3Q 2015, Personal Expenditure per capita for the last four quarters totalled EUR 19,343, which represents an increase of 2.78% on four quarters total through 3Q 2014. Relative to peak 4 quarters total (attained in 4Q 2007), current levels of Personal Expenditure on Goods & Services on a per capita is 7.14% below the peak levels. In other words, 7 and 3/4 of the years down, Personal Expenditure on a per capita basis is yet to recover (in real terms) pre-crisis peak.

Per capita Final Domestic Demand (combining Personal Expenditure, Government Expenditure and Fixed Capital Formation) based on the total for four quarters through 3Q 2015 stood at EUR 34,616, which represents an increase of 7.75% y/y. This level of per capita Demand is 11.19% lower than pre-crisis peak attained in 4Q 2007. As with Personal Expenditure per capita, Final Demand per capita is yet to complete crisis period recovery, 7 and 3/4 of the years down.

On the other hand, GDP per capita stood at EUR 42,870 on a cumulative 4 quarters basis, which is 6.2% above the same period for 2014 and is 0.98% above the pre-crisis peak (4Q 2007). Hence, GDP per capita has now fully recovered from the pre-crisis peak and it ‘only’ took it 7.5 years to do so.

GNP per capita has recovered from the crisis back in 2Q 2015, so at of Q3 2015, 4-quarters aggregate GNP per capita stood at EUR 36,508 which is 5.85% ahead of the same period through Q3 2014 and is 2.39% above pre-crisis peak. In other words, it took 7 and 1/4 years for GNP per capita to regain its pre-crisis peak.

It is also worth looking at the potential levels of output per capita ex-crisis.

To do so, let’s take average growth rates for 4 quarters moving aggregate GDP. GNP and Domestic Demand, for the period 1Q 2002 through 4Q 2007. Note 1: this period represents slower rates of growth than years prior to 1Q 2002. Note 2: I further removed all growth rates observations within the period that were above 5 percentage points for GDP and GNP and above 4% for Final Demand, thus significantly reducing impact of a number of very high growth observations on resulting trend.

Here is the chart, also showing by how much (% terms) would GDP, GNP and Domestic Demand per capita have been were pre-crisis trends (moderated by my estimation) to persist from 4Q 2007:

I’ll let everyone draw their own conclusions as to the recovery attained.