![waltdisney waltdisney](https://thewire.blob.core.windows.net/web/images/default-source/default-album/waltdisney.png?sfvrsn=c4feb15a_0)
Like any prize fighter you sometimes get a knock down. What normally happens is your training kicks in, you get up, gasp for breath then wait desperately for the bell to go. You then scuttle back to your corner to regain posture.
In my opinion, this describes the current US macro picture. A little down, but certainly not out. It happens to everyone – no matter how pristine your wellbeing is. And let’s be clear the US is still largely in the rudest of health. Jobs are below NAIRU* and at full capacity, GDP last quarter at 4.1% - fit, ISM’s# not tanking – check. Even the once unreliable wages has shown a firm footing for more strength. Housing of course is still the only doubt but despite it being a “big ticket” I’m doubtful it will upset everything else – for now.
All well and good until last week with a big miss in Core CPI at 0.2% lower. This is a problem and another miss next month will cause concern for the FED. OIS^ is still pricing in an 80% hike for December after the slam-dunk in September and we now sit at 3x25bps hikes for 2019. The potential pause for neutral rates hitting March 2019 at 2.75% has been down played last week by Brainard. This is a very wise move if you need to hike a little more down the line. Be aware.
As you can see CPI is still in an uptrend but another miss could confirm a cap below 3%. A few models I’ve seen point to this breaking upside but the counter to this is some long term standard deviation models suggest a revert to the mean. This is much lower at 2.4%.
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)
So, if you want to get long USD and relied on the macro picture you’d be making a mint – only in your dreams. This is because markets are the other side of the story.
Last week, quarter-end rebalancing had USD winging around like a bull in a China shop – with no pun intended. Trying to get on a USD long position has not been easy. Risk flows have ruled – not helping things was when emerging markets came back storming – albeit momentarily. With China tariffs, Italexit and daily Brexit fervour/fatigue you had to bring out your tin hat for protection on capital preservation.
Back to the big question - will the ending be happy? I think ultimately yes, but it will be far from the fairytale we expect or like for that matter.
Glossary
NAIRU - The non-accelerating inflation rate of unemployment (NAIRU) — also referred to as the long-run Phillips curve — is the specific level of unemployment that is evident in an economy that does not cause inflation to rise up. NAIRU often represents equilibrium between the state of the economy and the labor market.
ISM – The Institute of Supply Management - ISM Manufacturing Index, which is an index of national factory activity. The Index dropped in September 2018 to 59.8 from 61.3 in August, which was the highest since May 2004. A redaing above 50 indicates growth in manufacturing, which accounts for circa 12% of the US economy.
OIS – Overnight indexed swap - The OIS is a swap derived from the overnight rate, which is generally fixed by the local central bank. The OIS allows LIBOR-based banks to borrow at a fixed rate of interest over the same period. In the United States, the spread is based on the LIBOR Eurodollar rate and the Federal Reserve's Fed Funds rate.