Showing posts with label Liquidity crisis. Show all posts
Showing posts with label Liquidity crisis. Show all posts

Monday, November 27, 2017

This Is The "Dilemma From Hell Dacing CBs"

We present some somber reading on this holiday Sunday from Macquarie Capital’s Viktor Shvets, who in this exclusive to ZH readers excerpt from his year-ahead preview, explains why central banks can no longer exit the “doomsday highway” as a result of a “dilemma from hell” which no longer has a practical, real-world resolution, entirely as a result of previous actions by the same central bankers who are now left with no way out from a trap they themselves have created.


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"It has been said that something as small as the flutter of a butterfly’s wing can ultimately cause a typhoon halfway around the world" – Chaos Theory.


There is a good chance that 2018 might fully deserve shrill voices and predictions of dislocations that have filled almost every annual preview since the GFC.


Whether it was fears of a deflationary bust, expectation of an inflationary break-outs, disinflationary waves, central bank policy errors, US$ surges or liquidity crunches, we pretty much had it all. However, for most investors, the last decade actually turned out to be one of the most profitable and the most placid on record. Why then have most investors underperformed and why are passive investment styles now at least one-third (or more likely closer to two-third) of the market and why have value investors been consistently crushed while traditional sector and style rotations failed to work? Our answer remains unchanged. There was nothing conventional or normal over the last decade, and we believe that neither would there be anything conventional over the next decade. We do not view current synchronized global recovery as indicative of a return to traditional business and capital market cycles that investors can ‘read’ and hence make rational judgements on asset allocations and sector rotations, based on conventional mean reversion strategies. It remains an article of faith for us that neither reintroduction of price discovery nor asset price volatilities is any longer possible or even desirable.


However, would 2018, provide a break with the last decade? The answer to this question depends on one key variable. Are we witnessing a broad-based private sector recovery, with productivity and animal spirits coming back after a decade of hibernation, or is the latest reflationary wave due to similar reasons as in other recent episodes, namely (a) excess liquidity pumped by central banks (CBs); (b) improved co-ordination of global monetary policies, aimed at containing exchange rate volatilities; and (c) China’s stimulus that reflated commodity complex and trade?



The answer to this question would determine how 2018 and 2019 are likely to play out. If the current reflation has strong private sector underpinnings, then not only would it be appropriate for CBs to withdraw liquidity and raise cost of capital, but indeed these would bolster confidence, and erode


pricing anomalies without jeopardizing growth or causing excessive asset price displacements. Essentially, the strength of private sector would determine the extent to which incremental financialization and public sector supports would be required. If on the other hand, one were to conclude that most of the improvement has thus far been driven by CBs nailing cost of capital at zero (or below), liquidity injections and China’s debt-fuelled growth, then any meaningful withdrawal of liquidity and attempts to raise cost of capital would be met by potentially violent dislocations of asset prices and rising volatility, in turn, causing contraction of aggregate demand and resurfacing of disinflationary pressures. We remain very much in the latter camp. As the discussion below illustrates, we do not see evidence to support private sector-led recovery concept. Rather, we see support for excess liquidity, distorted rates and China spending driving most of the improvement.


We have in the past extensively written on the core drivers of current anomalies. In a ‘nutshell’, we maintain that over the last three decades, investors have gradually moved from a world of scarcity and scale limitations, to a world of relative abundance and an almost unlimited scalability. The revolution started in early 1970s, but accelerated since mid-1990s. If history is any guide, the crescendo would occur over the next decade. In the meantime, returns on conventional human inputs and conventional capital will continue eroding while return on social and digital capital will continue rising. This promises to further increase disinflationary pressures (as marginal cost of almost everything declines to zero), while keeping productivity rates constrained, and further raising inequalities.


The new world is one of disintegrating pricing signals and where economists would struggle even more than usual, in defining economic rules. As Paul Romer argued in his recent shot at his own profession. a significant chunk of macro-economic theories that were developed since 1930s need to be discarded. Included are concepts such as ‘macro economy as a system in equilibrium’, ‘efficient market hypothesis’, ‘great moderation’ ‘irrelevance of monetary policies’, ‘there are no secular or structural factors, it is all about aggregate demand’, ‘home ownership is good for the economy’, ‘individuals are profit-maximizing rational economic agents’, ‘compensation determines how hard people work’, ‘there are stable preferences for consumption vs saving’ etc. Indeed, the list of challenges is growing ever longer, as technology and Information Age alters importance of relative inputs, and includes questions how to measure ‘commons’ and proliferating non-monetary and non-pricing spheres, such as ‘gig or sharing’ economies and whether the Philips curve has not just flattened by disappeared completely. The same implies to several exogenous concepts beloved by economists (such as demographics).


The above deep secular drivers that were developing for more than three decades, but which have become pronounced in the last 10-15 years, are made worse by the activism of the public sector. It is ironic that CBs are working hard to erode the real value of global and national debt mountains by encouraging higher inflation, when it was the public sector and CBs themselves which since 1980s encouraged accelerated financialization. As we asked in our recent review, how can CBs exit this ‘doomsday highway’?


Investors and CBs are facing a convergence of two hurricane systems (technology and over-financialization), that are largely unstoppable. Unless there is a miracle of robust private sector productivity recovery or unless public sector policies were to undergo a drastic change (such as merger and fiscal and monetary arms, introduction of minimum income guarantees, massive Marshall Plan-style investments in the least developed regions etc), we can’t see how liquidity can be withdrawn; nor can we


see how cost of capital can ever increase. This means that CBs remain slaves of the system that they have built (though it must be emphasized on our behalf and for our benefit).


If the above is the right answer, then investors and CBs have to be incredibly careful as we enter 2018. There is no doubt that having rescued the world from a potentially devastating deflationary bust, CBs would love to return to some form of normality, build up ammunition for next dislocations and play a far less visible role in the local and global economies. Although there are now a number of dissenting voices (such as Larry Summers or Adair Turner) who are questioning the need for CB independence, it remains an article of faith for an overwhelming majority of economists. However, the longer CBs stay in the game, the less likely it is that the independence would survive. Indeed, it would become far more likely that the world gravitates towards China and Japan, where CB independence is largely notional.


Hence, the dilemma from hell facing CBs: If they pull away and remove liquidity and try to raise cost of capital, neither demand for nor supply of capital would be able to endure lower liquidity and flattening yield curves. On the other hand, the longer CBs persist with current policies, the more disinflationary pressures are likely to strengthen and the less likely is private sector to regain its primacy.


We maintain that there are only two ‘tickets’ out of this jail. First (and the best) is a sudden and sustainable surge in private sector productivity and second, a significant shift in public sector policies. Given that neither answer is likely (at least not for a while), a co-ordinated more hawkish CB stance is akin to mixing highly volatile and combustible chemicals, with unpredictable outcomes.


Most economists do not pay much attention to liquidity or cost of capital, focusing almost entirely on aggregate demand and inflation. Hence, the conventional arguments that the overall stock of accommodation is more important than the flow, and thus so long as CBs are very careful in managing liquidity withdrawals and cost of capital raised very slowly, then CBs could achieve the desired objective of reducing more extreme asset anomalies, while buying insurance against future dislocation and getting ahead of the curve. In our view, this is where chaos theory comes in. Given that the global economy is leveraged at least three times GDP and value of financial instruments equals 4x-5x GDP (and potentially as much as ten times), even the smallest withdrawal of liquidity or misalignment of monetary policies could become an equivalent of flapping butterfly wings. Indeed, in our view, this is what flattening of the yield curves tells us; investors correctly interpret any contraction of liquidity or rise in rates, as raising a possibility of more disinflationary outcomes further down the road.


Hence, we maintain that the key risks that investors are currently running are ones to do with policy errors. Given that we believe that recent reflation was mostly caused by central bank liquidity, compressed interest rates and China stimulus, clearly any policy errors by central banks and China could easily cause a similar dislocation to what occurred in 2013 or late 2015/early 2016. When investors argue that both CBs and public authorities have become far more experienced in managing liquidity and markets, and hence, chances of policy errors have declined, we believe that it is the most dangerous form of hubris. One could ask, what prompted China to attempt a proper de-leveraging from late 2014 to early 2016, which was the key contributor to both collapse of commodity prices and global volatility? Similarly, one could ask what prompted the Fed to tighten into China’s deleveraging drive in Dec ’15. There is a serious question over China’s priorities, following completion of the 19th Congress, and whether China fully understands how much of the global reflation was due to its policy reversal to end deleveraging.


What does it mean for investors? We believe that it implies a higher than average risk, as some of the key underpinnings of the investment landscape could shift significantly, and even if macroeconomic outcomes were to be less stressful than feared, it could cause significant relative and absolute price re-adjustments. As highlighted in discussion below, financial markets are completely unprepared for higher volatility. For example, value has for a number of years systematically underperformed both quality and growth. If indeed, CBs managed to withdraw liquidity without dislocating economies and potentially strengthening perception of growth momentum, investors might witness a very strong rotation into value. Although we do not believe that it would be sustainable, expectations could run ahead of themselves. Similarly, any spike in inflation gauges could lift the entire curve up, with massive losses for bondholders, and flowing into some of the more expensive and marginal growth stories.



While it is hard to predict some of these shorter-term moves, if volatilities jump, CBs would need to reset the ‘background picture’. The challenge is that even with the best of intentions, the process is far from automatic, and hence there could be months of extended volatility (a la Dec’15-Feb’16). If one ignores shorter-term aberrations, we maintain that there is no alternative to policies that have been pursued since 1980s of deliberately suppressing and managing business and capital market cycles. As discussed in our recent note, this implies that a relatively pleasant ‘Kondratieff autumn’ (characterized by inability to raise cost of capital against a background of constrained but positive growth and inflation rates) is likely to endure. Indeed, two generations of investors grew up knowing nothing else. They have never experienced either scorching summers or freezing winters, as public sector refused to allow debt repudiation, deleveraging or clearance of excesses. Although this cannot last forever, there is no reason to believe that the end of the road would necessarily occur in 2018 or 2019. It is true that policy risks are more heightened but so is policy recognition of dangers.


We therefore remain constructive on financial assets (as we have been for quite some time), not because we believe in a sustainable and private sector-led recovery but rather because we do not believe in one, and thus we do not see any viable alternatives to an ongoing financialization, which needs to be facilitated through excess liquidity, and avoiding proper price and risk discovery, and thus avoiding asset price volatilities.









Wednesday, November 8, 2017

Mauldin: The Next Crisis Will Reveal How Little Liquidity There Is

Authored by John Mauldin via MauldinEconomics.com,


This is something I’ve been pondering for some time. I think the next crisis will reveal how little liquidity there is in the credit markets, especially in the high-yield, lower-rated space.


Dodd–Frank has greatly limited the ability of banks to provide market-making opportunities and credit markets, a function that has been in their wheelhouse for well over a century.


However, when the prices of massive amounts of high-yield bonds that have been stuffed into mutual funds and ETFs begin to fall, and the ETFs want to sell the underlying assets to generate liquidity, there will be no buyers except at extreme prices.


My friend Steve Blumenthal says we are coming up on one of the greatest buying opportunities in high-yield credit that he has ever seen. And he has 25 years of experience as a high-yield trader.


There have been three times when you had to shut your eyes, hold your breath, and buy because the high-yield prices had fallen to such extreme levels. That is going to happen again.


But it is going to unleash a great deal of volatility in every other market. As the saying goes, when you need money in a crisis, you sell what you can, not what you want to. And if you can’t sell your high-yield, you end up selling other assets (like equities), which puts strain on them.


But that is not just my view. Dr. Marko Kolanovic, a J.P. Morgan global quantitative and derivative strategy analyst, has written a short essay called “What Will the Next Crisis Look Like?” and it’s this week’s Outside the Box (subscribe to this free weekly publication here). He sees additional sources of weakness coming from other areas, too.


Frankly, the lack of volatility is beginning to scare me a bit. Minsky constantly reminded us that stability begets instability. Stability is a pretty good word to describe the current markets.


But such stability always ends in a "Minsky moment." We don’t know when; we don’t know where it starts; but we know it’s coming.


What Will the Next Crisis Look Like?


By Marko Kolanovic, PhD, and Bram Kaplan
October 3, 2017


Next year marks the 10th anniversary of the Great Financial Crisis (GFC) of 2008 and also the 50thanniversary of the 1968 global protests against political elites. Currently, there are financial and social parallels to both of these events.


Leading into the 2008 GFC, some financial institutions underwrote products with excessive leverage in real estate investments. The collapse of liquidity in these products impaired balance sheets, and governments backstopped the crisis. Soon enough governments themselves were propped by extraordinary monetary stimulus from central banks. Central banks purchased ~$15T of financial assets, mostly government obligations. This accommodation is now expected to reverse, starting meaningfully in 2018. Such outflows (or lack of new inflows) could lead to asset declines and liquidity disruptions, and potentially cause a financial crisis. We will call this hypothetical crisis the “Great Liquidity Crisis” (GLC). The timing will largely be determined by the pace of central bank normalization, business cycle dynamics and various idiosyncratic events, and hence cannot be known accurately. This is similar to the 2008 GFC, when those that accurately predicted the nature of the GFC started doing so around 2006. We think the main attribute of the next crisis will be severe liquidity disruptions resulting from market developments since the last crisis:


  • Decreased AUM of strategies that buy Value Assets: The shift from active to passive assets, and specifically the decline of active value investors, reduces the ability of the market to prevent and recover from large drawdowns. The ~$2T rotation from active and value to passive and momentum strategies since the last crisis eliminated a large pool of assets that would be standing ready to buy cheap public securities and backstop a market disruption.

  • Tail Risk of Private Assets: Outflows from active value investors may be related to an increase in Private Assets (Private Equity, Real Estate and Illiquid Credit holdings). Over the past two decades, pension fund allocations to public equity decreased by ~10%, and holdings of Private Assets increased by ~20%. Similar to public value assets, private assets draw performance from valuation discounts and liquidity risk premia. Private assets reduce day-to-day volatility of a portfolio, but add liquidity-driven tail risk. Unlike the market for public value assets, liquidity in private assets may be disrupted for much longer during a crisis.

  • Increased AUM of strategies that sell on ‘Autopilot’: Over the past decade there was strong growth in Passive and Systematic strategies that rely on momentum and asset volatility to determine the level of risk taking (e.g., volatility targeting, risk parity, trend following, option hedging, etc.). A market shock would prompt these strategies to programmatically sell into weakness. For example, we estimate that futures-based strategies grew by ~$1T over the past decade, and options-based hedging strategies increased their potential selling impact from ~3 days of average futures volume to ~7 days of average volume.

  • Trends in liquidity provision: The model of liquidity provision changed in a close analogy to the shift from active/value to passive/momentum. In market making, this has been a shift from human market makers that are slower and often rely on valuations (reversion), to programmatic liquidity that is faster and relies on volatility-based VAR to quickly adjust the amount of risk taking (liquidity provision). This trend strengthens momentum and reduces day-to-day volatility, but increases the risk of disruptions such as the ones we saw on a smaller scale in May 2010, October 2014 and August 2015.

  • Miscalculation of portfolio risk: Over the past 2 decades, most risk models were (correctly) counting on bonds to offset equity risk. At the turning point of monetary accommodation, this assumption will most likely fail. This increases tail risk for multi-asset portfolios. An analogy is with the 2008 failure of endowment models that assumed Emerging Markets, Commodities, Real Estate, and other asset classes are not highly correlated to DM Equities. In the next crisis, Bonds likely will not be able to offset equity losses (due to low rates and already large CB balance sheets). Another risk miscalculation is related to the use of volatility as the only measure of portfolio risk. Very expensive assets often have very low volatility, and despite downside risk are deemed perfectly safe by these models.

  • Valuation Excesses: Given the extended period of monetary accommodation, most of assets are at their high end of historical valuations. This is particularly true in sectors most directly comparable to bonds (e.g., credit, low volatility stocks), as well as technology- and internet-related stocks. Sign of excesses include multi-billion dollar valuations for smartphone apps or for ‘initial crypto- coin offerings’ that in many cases have very questionable value.

We believe that the next financial crisis (GLC) will involve many of the features above, and addressing them on a portfolio level may mitigate the impact of next financial crises. What will governments and central banks do in the scenario of a great liquidity crisis? If the standard rate cutting and bond purchases don’t suffice, central banks may more explicitly target asset prices (e.g., equities). This may be controversial in light of the potential impact of central bank actions in driving inequality between asset owners and labor (e.g., see here). Other ‘out of the box’ solutions could include a negative income tax (one can call this ‘QE for labor’), progressive corporate tax, universal income and others. To address growing pressure on labor from AI, new taxes or settlements may be levied on Technology companies (for instance, they may be required to pick up the social tab for labor destruction brought by artificial intelligence, in an analogy to industrial companies addressing environmental impacts). While we think unlikely, a tail risk could be a backlash against central banks that prompts significant changes in the monetary system. In many possible outcomes, inflation is likely to pick up.


The next crisis is also likely to result in social tensions similar to those witnessed 50 years ago in 1968. In 1968, TV and investigative journalism provided a generation of baby boomers access to unfiltered information on social developments such as Vietnam and other proxy wars, Civil rights movements, income inequality, etc. Similar to 1968, the internet today (social media, leaked documents, etc.) provides millennials with unrestricted access to information on a surprisingly similar range of issues. In addition to information, the internet provides a platform for various social groups to become more self-aware, united and organized. Groups span various social dimensions based on differences in income/wealth, race, generation, political party affiliations, and independent stripes ranging from alt-left to alt-right movements. In fact, many recent developments such as the US presidential election, Brexit, independence movements in Europe, etc., already illustrate social tensions that are likely to be amplified in the next financial crisis. How did markets evolve in the aftermath of 1968? Monetary systems were completely revamped (Bretton Woods), inflation rapidly increased, and equities produced zero returns for a decade. The decade ended with a famously wrong Businessweek article ‘the death of equities’ in 1979.


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Every week, celebrated economic commentator John Mauldin highlights a well-researched, controversial essay from a fellow economic expert. Whether you find them inspiring, upsetting, or outrageous… they’ll all make you think Outside the Box. Get the newsletter free in your inbox every Wednesday.









Monday, December 19, 2016

Chinese Interbank Lending Freezes, Forcing Massive Intervention By China's Central Bank

China is finding itself in an increasingly more untenable situation, trapped on one hand by its sliding currency (and declining reserves), which as noted earlier it has manipulated higher by forcing overnight unsecured rates to spike, in the process punishing  "speculators" and other shorts...



 



... and on the other, by a banking sector that finds itself desperately in need of liquidity, unable to endure the PBOC"s monetary interventions, and on the verge of a liquidity crisis comparable to what Chinese banks suffered in the summer of 2013 when overnight rates briefly shot up above 20% as China pushed aggressively with a failed deleveraging campaign.


All this came to a head late last week when as Caixin reported late on Thursday, interbank lending froze on Thursday after many commercial banks suspended interbank operations amid tight liquidity conditions. Caixin adds that major institutions such as securities firms and fund managers, suddenly found themselves in a liquidity vacuum after banks, including the big four state-owned banks, became reluctant to make loans.


The magazine added that liquidity had become a major factor affecting the market after the central bank increased the cost of capital through open market operations in the past month, something we highlights three weeks ago in "The Market"s Next Headache: China"s (Not So) Stealth Tightening."


The latest liquidity freeze forced China"s central bank to immediately extend hundreds of billions of yuan in emergency loans to financial firms on Friday and "ordered" some of the country’s biggest lenders to extend credit as well, as it moved to ease a liquidity crunch and continuing debt selloff. 


On Friday, the PBOC tapped an emergency lending facility it created in 2014 to extend 394 billion yuan ($56.7 billion) in six-month and one-year loans to 19 banks. That pushes the net amount extended through the facility to 721.5 billion yuan so far in December, a monthly record, according to Beijing-based research firm NSBO.  The central bank also injected a net 45 billion yuan into the money market on Friday, following a net 145 billion yuan cash infusion on Thursday.


The PBOC also ordered a few large banks to extend longer-term loans to nonbank financial institutions, while China’s securities regulator asked brokers tasked with making a market in bonds to continue trading and not shut any companies out of the market, according to Mr. Zheng of Dongxing Securities.


“The whole market is scrambling for liquidity and the PBOC is ready to do more to calm the market,” said Arthur Lau, head of Asia ex-Japan fixed income at PineBridge Investments in Hong Kong.


According to the WSJ, Investors and analysts said that the PBOC’s moves—which ended up pumping around 600 billion yuan ($86.3 billion) into the markets and financial system in two days—have helped calm some of the jitters.


“These policy interventions have helped tremendously in pacifying the mood,” said Zheng Lianghai, fixed-income analyst at Dongxing Securities in Shanghai.


It is unclear if the "pacified mood" will last: as a reminder, last Thursday, China briefly halted trading in bond futures after a record bond market crash send China"s 10Y yield plunging by the most on record, wiping out over a year of gains.




One day later, China suffered its first failed Bill auction since introducing a Primary Dealer system, which theoretically should have made "failed auctions" a thing of the past, over investor concerns of spiking short-term rates.  On Friday, the yield on China’s 10-year government bond jumped about 0.1 percentage point to 3.33%, while yields on the interest-rate sensitive two-year government bond and the 30-year bond, which responds to inflation expectations, rose even more.


According to the WSJ, year-end factors are exacerbating liquidity concerns, among them banks storing up cash to prepare for an expected rush to move money abroad in the new year, when Chinese foreign-exchange quotas for individuals reset. Banks are also preparing for an early Lunar New Year in 2017, when Chinese traditionally give gifts of cash.


Yet some market-watchers say that a host of factors—from rising global rates to the central bank’s attempts to deflate China’s asset bubbles—could hit the country’s $9 trillion bond market, where yields hit record lows this year. If the bond selloff accelerates, some analysts fear China could see a market crash like the one that hit stocks last year.


Indeed, the jitters go deeper than seasonal factors. Increased prospects for inflation—and a more hawkish Fed—come as Chinese regulators have already started to tighten short-term borrowing conditions in recent weeks to cool overheating Chinese markets. Over the past year, speculators have borrowed from money markets to fund investments in bonds and other financial products.


So while the PBOC can easily pump liquidity, it could come at the expense of further devaluation in the Yuan, which last week saw its lowest print on record, just shy of the key 7.00 level. A weakening Chinese currency, which has fallen 7.2% against the U.S. dollar this year, has also kept the pressure on officials to tighten monetary policy and stem capital outflows, however it is these same tight conditions that have led to the banking freeze, putting the PBOC in a quandary: does it focus on the banks, or the Yuan.


Meanwhile, the country’s foreign-exchange reserves plummeted by $69 billion in November to $3.052 trillion, putting reserves at their lowest level since March 2011. Officials are ramping up their capital controls to keep the yuan from fleeing overseas by cracking down on overseas acquisitions by mainland companies and limiting how much money multinational companies can move out of the country and into their global operations.


As the following table lays out, while China still has a substantial liquidity buffer left, a worst case scenario could see China running out of liquid US holdings in just around 15 months.



Chinese banks are also being pushed by new domestic regulations to bolster capital levels, and some are rushing to boost their cash positions by selling bonds before the year-end deadline, analysts say.


Further complicating matters, was the announcement by a top economic official on Saturday that China must do more to deflate a property bubble that expanded this year by "strictly" controlling speculation while also stepping up the fight to rein in excessive corporate borrowing, suggesting further monetary tightening is on deck.


"We need to give a higher priority to preventing and controlling financial risks," Yang Weimin, deputy director of the Office of the Central Leading Group on Finance and Economic Affairs, said Saturday at a forum in Beijing. "We need to defuse a flurry of risks, contain asset bubbles, and improve oversight to ensure there won’t be a systemic financial risk."


Yang spoke a day after China’s top policy makers said they plan prudent and neutral monetary policy next year to sustain a steady expansion with breathing room for reforms. Preventing and controlling financial risk to avoid asset bubbles will be a priority, officials said in a statement Friday after the three-day Central Economic Work Conference.


"Houses are built to be inhabited, not for speculation," the post-meeting statement said. It proposed using finance, land, taxation, investment and other instruments "to establish a fundamental and long-term system to curb real-estate bubbles and market volatilities," according to a report Saturday from the official Xinhua News Agency. Yang, who helped draft Friday’s statement, sits on the Communist Party’s elite financial and economic panel led by Xi that is shaping policies to help support growth. The director of the panel’s general office is Liu He, one of Xi’s top advisers which likely means that China"s top priority at this point will be withdrawing further excess liquidity from the market in a gradual attempt to restore affordability to China"s housing market.


The question is whether China can do that while avoiding a hard landing for the banking sector, which once again finds itself desperate for liquidity, yet while can also ill afford further capital outflows, which would result from additional liquidity injections by the central bank. 


As stated earlier, this suggests that the PBOC will soon have to make an unpleasant choice: deflate the housing bubble, and avoid an acceleration in capital outflows, or preserve the viability of China"s creaking banking sector and continue with massive "emergency" liquidity injections.