Private equity funds like to report the returns on their investment using the internal rate of return metric. The IRR is the discount rate which results in the net present value of the stream of cashflows from the investment being zero. This article points out that it is only the true compound rate of return if you can reinvest the payouts that you receive over time at the same rate of return (r.o.r.). This is correct. But it then goes on to say that IRR is meaningless if you can't reinvest the distributions at the same r.o.r. I don't think that is right. If the IRR is higher than the r.o.r. that you can invest the distributions at, then your r.o.r. from investing in the private equity investment and reinvesting your distributions is greater than the r.o.r. you'll receive by just investing in your alternative investment (and vice versa). Your actual r.o.r. won't be as high as the IRR but the IRR is still useful for making decisions. The main issue is that you need to deduct the funds fees to get the true IRR. Often they will report that they made a $1 million investment and sold for $2 million and give the IRR without deducting fees. Probably as a back of the envelope calculation you could deduct 1/4 of the stated IRR in these cases and then compare to your alternative r.o.r.
So, for example, in Aura's latest report to investors they reported IRR's to date on two investments of 59.5% and 29.2%. So, yes, these are very good. Of course, those are the investments whose carrying values they are marking up. They report a 21.3% IRR on an investment they are exiting. But then there are others that are just breaking even.
Tuesday, September 25, 2018
Firetrail IPO
Another hedge fund IPO in the coming month. This one is also managed by Commonwealth Securities and so I could participate via the broker firm offer. It is a market neutral hedge fund that can lever up to 200% of NAV in both the long and short sides. The investment team used to work at Macquarie where they got decent returns (22.1% p.a. from July 2015 to October 2017). I'm not so impressed by their performance this year since starting up on their own:
This is not the sign of a high Sharpe ratio investment – it seems there is a lot of risk in this investment relative to the returns. I think this is a fund that is worth tracking over time and seeing if it settles down and performs better. Based on the above, I don't think the shares will trade above the offer price immediately after the IPO, though that is just a guess.
This is not the sign of a high Sharpe ratio investment – it seems there is a lot of risk in this investment relative to the returns. I think this is a fund that is worth tracking over time and seeing if it settles down and performs better. Based on the above, I don't think the shares will trade above the offer price immediately after the IPO, though that is just a guess.
Sunday, September 23, 2018
2017-18 Taxes
Here are my taxes for another year:
A lot of items are down on last year. Foreign source income and unfranked distributions are up because the Winton Global Alpha Fund did well in this tax year. This also means that a chunk of the margin interest is directed to foreign source income and appears under "other deductions". Another new item this year is the Early Stage Venture Capital Limited Partnership offset due to my invest in the Aura Venture Capital Fund. Work-related travel expenses are up because the grants and other funding I had are winding down and so I need to spend more of my own money on travelling to conferences etc.
Franking credits (from Australian dividends), foreign tax paid, and the ESVCLP offset are all deducted from gross tax to arrive at the tax assessment. I expect to get a large refund.
Gross cash income deducts franking credits as these aren't paid out as cash and adds in net capital gains, which were around $60k to income before deductions. Net after tax cash income then deducts tax and deductions from gross cash income.
Looking forward to next year, net capital gains will likely become positive as I won't have any more past losses to deduct. Foreign source income will likely grow further as futures trading comes in.
Moominmama's (formerly Snork Maiden) taxes follow:
Saturday, September 22, 2018
Longer Term Planning
I was rejected for the two jobs I recent applied for. One in Australia after interview and one in the UK pre-interview. So, it looks like we stay in Australia in this city for the moment. It also looks like I will continue in my job next year, but I am seriously thinking about "retiring" at the end of 2019 when I will be 55.
Hopefully, the probate situation is finalized before the end of this year and we can start to restructure our finances. This is what I am thinking to do:
1. We will need to set up a trust account or something less formal for little Moomin for the relatively small amount of money he will inherit. Need to wait to hear what we need to do. According to the will, he won't get the money till he's 23 years old...
2. Almost pay off our mortgage and then redraw it and use it to pay off margin debt and add to a trading account. We can then deduct the mortgage interest from our taxes and it is a lower interest rate than the current margin loan.
3. Set up a self-managed superannuation fund (SMSF) and roll my existing Colonial First State superannuation fund into it as well as contributing AUD 300k for each of me and Moominmama. This would then have about AUD 900k to start with. The reason to go down the road of self-managed super is to be able to invest in managed futures, which are a tax ineffective investment outside super. We would put all our high tax investments into the fund as well as some Australian shares with franking credits to reduce the tax.
4. Scale trading up to full size. At the moment, I am thinking we will need to set up a company for trading. Corporation tax on small businesses is 27.5% vs. top personal marginal rates of 47% +.* My understanding is that you don't need to pay out all profits as dividends and so retained earnings are more lightly taxed. But I will need advice on this. It would also protect the rest of our assets against something catastrophic happening. The company could also be the trustee for the superannuation fund, which would allow us to maintain the SMSF if we left Australia.** These are just my current understandings – obviously I am going to need to get professional advice on all of this.
5. Estate planning. Currently we don't even have wills. This is an area I know little about but will need to deal with. What I want to avoid is the situation we faced with my mother where the government dictated investment policy to us after she wasn't capable of making decisions - despite giving us power of attorney.
* The downside of companies is that they don't get a capital gains tax discount. Individual investors in Australia only pay half the marginal rate on capital gains on investments held for more than a year. But the advantage of only paying 27.5 or 30% tax on trading income rather than 47% tax before investing it in other investments outweighs the discount. If Labor reduce the discount, this will be even more the case.
** You can't be the trustee of an SMSF if you aren't resident in Australia. Using a corporate trustee gets around that. There is a problem in leaving Australia and receiving income through an Australian company as it means we would suffer from double taxation. In Australia, dividends from the company would have attached franking credits so that we would only need to pay the difference between 27.5% and 47% on dividends. But if you live outside Australia in a location where you need to pay tax on foreign income (obviously one reason to move might be to reduce tax...) then we would need to pay the foreign tax on top of the Australian company tax. Investments already inside the company are invested in Australian stocks that pay franked dividends, then the franking credits on the dividends received would mean that the company wouldn't pay net tax on its investment income, so that won't be double taxed if we moved overseas. But trading income would be taxed at 27.5% and then again if paid out as dividends. So, we would need to do a restructure in the most tax-effective way at that point. In an earlier version of this post, I did think about having the company being the beneficiary of a discretionary trust that actually did the trading and then just changing the flow of income. But the trustee of the fund has to pay tax for offshore beneficiaries. So, that doesn't help.
Hopefully, the probate situation is finalized before the end of this year and we can start to restructure our finances. This is what I am thinking to do:
1. We will need to set up a trust account or something less formal for little Moomin for the relatively small amount of money he will inherit. Need to wait to hear what we need to do. According to the will, he won't get the money till he's 23 years old...
2. Almost pay off our mortgage and then redraw it and use it to pay off margin debt and add to a trading account. We can then deduct the mortgage interest from our taxes and it is a lower interest rate than the current margin loan.
3. Set up a self-managed superannuation fund (SMSF) and roll my existing Colonial First State superannuation fund into it as well as contributing AUD 300k for each of me and Moominmama. This would then have about AUD 900k to start with. The reason to go down the road of self-managed super is to be able to invest in managed futures, which are a tax ineffective investment outside super. We would put all our high tax investments into the fund as well as some Australian shares with franking credits to reduce the tax.
4. Scale trading up to full size. At the moment, I am thinking we will need to set up a company for trading. Corporation tax on small businesses is 27.5% vs. top personal marginal rates of 47% +.* My understanding is that you don't need to pay out all profits as dividends and so retained earnings are more lightly taxed. But I will need advice on this. It would also protect the rest of our assets against something catastrophic happening. The company could also be the trustee for the superannuation fund, which would allow us to maintain the SMSF if we left Australia.** These are just my current understandings – obviously I am going to need to get professional advice on all of this.
5. Estate planning. Currently we don't even have wills. This is an area I know little about but will need to deal with. What I want to avoid is the situation we faced with my mother where the government dictated investment policy to us after she wasn't capable of making decisions - despite giving us power of attorney.
* The downside of companies is that they don't get a capital gains tax discount. Individual investors in Australia only pay half the marginal rate on capital gains on investments held for more than a year. But the advantage of only paying 27.5 or 30% tax on trading income rather than 47% tax before investing it in other investments outweighs the discount. If Labor reduce the discount, this will be even more the case.
** You can't be the trustee of an SMSF if you aren't resident in Australia. Using a corporate trustee gets around that. There is a problem in leaving Australia and receiving income through an Australian company as it means we would suffer from double taxation. In Australia, dividends from the company would have attached franking credits so that we would only need to pay the difference between 27.5% and 47% on dividends. But if you live outside Australia in a location where you need to pay tax on foreign income (obviously one reason to move might be to reduce tax...) then we would need to pay the foreign tax on top of the Australian company tax. Investments already inside the company are invested in Australian stocks that pay franked dividends, then the franking credits on the dividends received would mean that the company wouldn't pay net tax on its investment income, so that won't be double taxed if we moved overseas. But trading income would be taxed at 27.5% and then again if paid out as dividends. So, we would need to do a restructure in the most tax-effective way at that point. In an earlier version of this post, I did think about having the company being the beneficiary of a discretionary trust that actually did the trading and then just changing the flow of income. But the trustee of the fund has to pay tax for offshore beneficiaries. So, that doesn't help.
Wednesday, September 19, 2018
Mean Reversion vs. Momentum Strategies
This is an interesting interview. About half way through he makes a deep point that if you use an oscillator type indicator and sell it when it is overbought and buy when it is oversold that is a mean reversion strategy. If you do the opposite - buying when overbought and selling when oversold then it is a momentum strategy. And those are really the only two options for directional trading using such indicators. Well, he also says that 95% of assets follow a random walk and can't be predicted. My system basically tells me when to switch between momentum and mean reversion. For me there isn't really something that is not predictable though when volatility is low predictability goes down.
Monday, September 17, 2018
How Many Households in Australia are Rich?
Every couple of years the Australian Bureau of Statistics surveys the distribution of household wealth in Australia. The most recent data is from the 2015-16 survey. It doesn't provide a lot of detail though. The downloadable data provides the averages for quintiles and the level at the top of each decile. They report that net worth at the 90th percentile is $1.979 million.
We can get more information by using the reported mean and the Gini coefficients and assuming that the data follow a log-normal distribution. You can get details of the necessary calculation here - use Wolfram Alpha to get the inverse of the erf function.
The distribution fits well for the 30th (ABS: $232k, lognormal: $240k) to 90th percentiles (ABS: $1.979 mil, lognormal: $2.1 mil). Below the 30th percentile the lognormal predicts too much wealth, while right at the top it would predict at most one billionaire in Australia. But I think we could use it up to the 99th percentile without too much error. The top 5% starts at $3.26 million, 4% at $3.7 mil, 3% at $4.3 mil, 2% at $5.3 mil, and 1% at $7.4 mil. All these numbers will be a bit higher now, of course. The most recent figure for mean household net worth is over $1 million rather than $929k here.
The ATO regards anyone controlling more than $5 million as wealthy, so that is the top 2 to 2.5% (with current mean net worth). To be a wholesale investor you need individually $2.5 million of net assets. So assuming a couple have $5 million, that also is the top 2.5%. So, the top 2.5% in Australia are considered "rich". That is roughly 250,000 households.
P.S.
In 2015-16 we were at the 16th percentile.
We can get more information by using the reported mean and the Gini coefficients and assuming that the data follow a log-normal distribution. You can get details of the necessary calculation here - use Wolfram Alpha to get the inverse of the erf function.
The distribution fits well for the 30th (ABS: $232k, lognormal: $240k) to 90th percentiles (ABS: $1.979 mil, lognormal: $2.1 mil). Below the 30th percentile the lognormal predicts too much wealth, while right at the top it would predict at most one billionaire in Australia. But I think we could use it up to the 99th percentile without too much error. The top 5% starts at $3.26 million, 4% at $3.7 mil, 3% at $4.3 mil, 2% at $5.3 mil, and 1% at $7.4 mil. All these numbers will be a bit higher now, of course. The most recent figure for mean household net worth is over $1 million rather than $929k here.
The ATO regards anyone controlling more than $5 million as wealthy, so that is the top 2 to 2.5% (with current mean net worth). To be a wholesale investor you need individually $2.5 million of net assets. So assuming a couple have $5 million, that also is the top 2.5%. So, the top 2.5% in Australia are considered "rich". That is roughly 250,000 households.
P.S.
In 2015-16 we were at the 16th percentile.
If You Follow This Advice You Won't Be Able to Buy a House
If you follow this advice from Ramit Sethi, you won't have any money to buy a house or start a business, unless you have a lot left over after doing all these things. The image that accompanies the article is very apt:
If you follow this advice you will be locking all your time away in the piggy bank until you are 59 1/2 (or 60 in Australia). I think I should start writing my own financial advice:
The first step is the same - if your employer requires you to match to their retirement contributions in order to receive it, do it. In Australia that isn't normal, but in some jobs in the public sector there can be additional tax advantaged employee contributions on top of the employer contributions. I would suggest skipping those until you do my step two unless it really reduces the retirement benefits you will get.
Step two is also paying down debt, but only on high interest loans like credit cards. If you have debt where the after tax interest rate is lower than the after tax expected return on investment, pay those off as slowly as you can. So yes, get rid of credit card debt ASAP, but student loans and home mortgages are usually debt you don't want to get rid of in a hurry. Taking on a moderate about of extra debt if the rate is good (as in leveraged managed funds or even margin loans) can be good, but don't overdo it.
Step three is the "emergency fund" or equivalent. Get some cash together to cover emergencies and opportunities. Having the ability to borrow more is good too of course, but don't just rely on that. I had about $20k in cash before I started to invest. As that is 20 years ago, you probably should double that number now.
Step four is probably investing outside of retirement accounts. This means your money isn't locked up till you retire. The supposedly lower tax of retirement accounts comes at a heavy price. With low long-term capital gains tax and reduced rates on dividends (especially in Australia) the tax on non-retirement accounts may be not much higher than on retirement accounts in Aus (and you can make bigger contributions later in Aus as I am now contemplating when you have plenty of money). US 401ks are taxed heavily on withdrawal in retirement though they have no tax during accumulation. The US Roth IRA though is an attractive investment as it leaves options more open.
Step five - if house prices are reasonable relative to rents in your area and you aren't planning on moving a lot, once you have more than enough for a downpayment, buying a house is probably a good move. But do a proper cost benefit analysis of this.
Step six - once you have done these and if you aren't thinking of getting into business, now you can look at maxing out retirement accounts.
I didn't mention trading - unless you have a proven model and want to pursue this as a real business you can do this as a hobby alongside Step 6. Most traders lose money though, so it is definitely an expensive hobby for them.
If you follow this advice you will be locking all your time away in the piggy bank until you are 59 1/2 (or 60 in Australia). I think I should start writing my own financial advice:
The first step is the same - if your employer requires you to match to their retirement contributions in order to receive it, do it. In Australia that isn't normal, but in some jobs in the public sector there can be additional tax advantaged employee contributions on top of the employer contributions. I would suggest skipping those until you do my step two unless it really reduces the retirement benefits you will get.
Step two is also paying down debt, but only on high interest loans like credit cards. If you have debt where the after tax interest rate is lower than the after tax expected return on investment, pay those off as slowly as you can. So yes, get rid of credit card debt ASAP, but student loans and home mortgages are usually debt you don't want to get rid of in a hurry. Taking on a moderate about of extra debt if the rate is good (as in leveraged managed funds or even margin loans) can be good, but don't overdo it.
Step three is the "emergency fund" or equivalent. Get some cash together to cover emergencies and opportunities. Having the ability to borrow more is good too of course, but don't just rely on that. I had about $20k in cash before I started to invest. As that is 20 years ago, you probably should double that number now.
Step four is probably investing outside of retirement accounts. This means your money isn't locked up till you retire. The supposedly lower tax of retirement accounts comes at a heavy price. With low long-term capital gains tax and reduced rates on dividends (especially in Australia) the tax on non-retirement accounts may be not much higher than on retirement accounts in Aus (and you can make bigger contributions later in Aus as I am now contemplating when you have plenty of money). US 401ks are taxed heavily on withdrawal in retirement though they have no tax during accumulation. The US Roth IRA though is an attractive investment as it leaves options more open.
Step five - if house prices are reasonable relative to rents in your area and you aren't planning on moving a lot, once you have more than enough for a downpayment, buying a house is probably a good move. But do a proper cost benefit analysis of this.
Step six - once you have done these and if you aren't thinking of getting into business, now you can look at maxing out retirement accounts.
I didn't mention trading - unless you have a proven model and want to pursue this as a real business you can do this as a hobby alongside Step 6. Most traders lose money though, so it is definitely an expensive hobby for them.
Mercantile's Bidder Statement Provides No Rationale for 9 Cent Offer Price
Mercantile (MVT.AX) released a bidder statement for Yellow Brick Road (YBR.AX) which provides no justification whatsoever for the 9 cent per share offer price. I think that is quite remarkable. Normally, such statements provide a detailed justification from "independent experts" for the price. Mercantile's bidder's statement for IPE did. YBR shares are currently trading at 10.5 to 11 cents.
Wednesday, September 05, 2018
August 2018 Report
The Australian Dollar fell from USD 0.7432 to USD 0.7201. The MSCI World Index rose 0.83% and the S&P 500 rose 3.26%. The ASX 200 rose 1.76%. All these are total returns including dividends. We gained 2.04% in
Australian Dollar terms and -1.13% in US Dollar terms. So, we outperformed the Australian market and underperformed international markets.
The best performing investment in dollar terms was CFS Geared Share Fund gaining AUD 9.2k followed by Unisuper (CDM.AX) gaining AUD 6.9k and Bluesky Alternatives (BAF.AX), gaining AUD 4.5k. The best performing asset class was "real estate", gaining 2.45% followed by US stocks, gaining 2.28%. The worst performing asset class was hedge funds, gaining 0.26%.
The following is table of investment performance statistics computed over the last 60 months (extended from 36 months previously) of data:
The best performing investment in dollar terms was CFS Geared Share Fund gaining AUD 9.2k followed by Unisuper (CDM.AX) gaining AUD 6.9k and Bluesky Alternatives (BAF.AX), gaining AUD 4.5k. The best performing asset class was "real estate", gaining 2.45% followed by US stocks, gaining 2.28%. The worst performing asset class was hedge funds, gaining 0.26%.
The following is table of investment performance statistics computed over the last 60 months (extended from 36 months previously) of data:
This month I only made a relatively small amount of money trading futures – USD 1.8k – though this is the second best performance so far in dollar terms. The table * compares my performance to the market and the model:
This month was the fifth month of the futures trading experiment. The
first month was the model development phase, and since then I have been
trying to get disciplined at trading and further incrementally improve
the model. August was rather erratic. At one point I was up AUD 11k over
the amount originally put into this trading account and then blew
almost all of it in a mixture of bad model trades and bad trading in and
out of positions. One of the bad model trades would now not happen,
due to improvement of the model, so I have learned something from this
experience. In the early part of the month I was trading two NQ contracts.
After the bad trading I cut it back down to one contract again. So we
are back in Stage 2 of the trading experiment, which is learning to
consistently trade one contract. I am only doing long trades for the
moment, due to the reduced volatility at the moment. Still, I unnecessarily sacrificed about USD 1,500 by closing a long position early. The model slightly underperformed the market this month. The same thing happened in May when the market had a very strong result. The model is bearish and under-performs when the market is strong and outperforms when the market is weak.
We reversed progress towards the new long-run asset allocation:
Total leverage includes borrowing inside leveraged (geared) mutual (managed) funds. The allocation is according to total assets including the true exposure in leveraged funds.
The deterioration in allocation, came mostly due to investment activity. We invest AUD 2k monthly in a set of managed funds, and there are also retirement contributions. Then there are distributions from funds and dividends. During the month, I also:
We reversed progress towards the new long-run asset allocation:
The deterioration in allocation, came mostly due to investment activity. We invest AUD 2k monthly in a set of managed funds, and there are also retirement contributions. Then there are distributions from funds and dividends. During the month, I also:
- I added another AUD 10k to the Winton Global Alpha fund, but withdrew AUD 50k from the trading account, for a net reduction in the allocation to commodities.
- I received the payment for the takeover of IPE but bought some more shares in OCP.AX, overall reducing the allocation to private equity.
- Added to positions in PMC.AX and CDM.AX, increasing the allocation to hedge funds.
- I added a small position in Yellow Brick Road (YBR.AX), increasing the allocation to Australian small cap stocks.
Thursday, August 30, 2018
Yellowbrickroad and Tribeca Natural Resources
Yellow Brick Road (YBR.AX) is an Australian mortgage broker and financial planning company. Mercantile Investment Company (MVT.AX), who took over IPE has made an offer to take over the company at 9 cents per share. However, the company has rejected the offer and the market is trading higher than 9 cents under the assumption that Mercantile will have to increase the offer. The company has net tangible assets of 13.4 cents per share, though much of that is future expected trail commissions. Regulators are clamping down on trail commissions and these might go away in the future, but I doubt that existing deals would be cancelled. The company just announced it made a small loss this year after a small profit last year. So, net tangible assets would seem to be the minimum reasonable price for the business.
I have started to make a small investment in the company. As it is risky to buy above the announced takeover price, this won't be a big position. The CEO and his brother own 19% of the company as does Nine Network. So, these big shareholders would have to get a price they are willing to accept for the takeover to actually proceed. MVT owns about 20% too, so smaller shareholders have 40% of the company.
Commsec announced the IPO of a listed investment company (closed end fund) managed by Tribeca. This will be a listed hedge fund. The managers have an extremely strong track record, though returns have fallen from the very high returns they made in 2015. I suspect that as money under management increased, returns fell. Still, they show the potential to perform very well going forward and I think this LIC should trade above net asset value. So, I plan to participate in the IPO. I also plan to redeem my units in the Colonial First State Janus Henderson Global Resources Fund, which has not performed that well in recent years.
Just Follow the Model
Yesterday, based on looking at the candlestick patterns and Oscar Carboni's caution about a possible "holiday reversal", I decided to close my long position. I missed a big rally today as a result. At least I didn't lose money. But I shouldn't doubt the model. Now the model is signalling short. However, due to low volatility, I won't take this short signal. There was a similar signal on 9 January that made small gains for a couple of days and then lost big. Another similar signal on 11 May also lost money. So, seems a good point now to just step out of the way, especially as on Tuesday I am traveling to Europe.
The model gained 3.19% on this long trade.
Saturday, August 25, 2018
That Worked Pretty Well
The model passed the test. We are now back to a positive return from trading for the month.
Friday, August 24, 2018
Started Trading Again on the Long Side
Following up on this post, I took the next long signal from the model, which was yesterday. I got in at NQ=7418.75, which was almost the low for the day. The market ran up sharply at the beginning of the cash session and then corrected sharply, ending down, but still above my entry point. Today's forecast is long again using the latest version of the model, which smooths one of the signals but using the old version with an unsmoothed signal, it might be short, or maybe I'd invoke the "close to zero rule", which said to ignore a change in direction of the indicator if the indicator was close to zero. Now, we have a clear objective rule. Let's see what happens.
But until volatility shows some sign of increasing, I won't take the next short signal.
But until volatility shows some sign of increasing, I won't take the next short signal.
Sunday, August 19, 2018
NetWorthShare
NetWorthIQ seems to have died. So, following up on EnoughWealth's blogpost, I have opened an account with NetWorthShare. It's surprising that NetWorthIQ didn't make more of their website. I would have thought they could have got a lot of advertising from the financial industry.
Does it Ever Pay to Go Short?
I did some tinkering with the model to avoid the kind of false buy signal that resulted in the stop out last week. I applied Hodrick-Prescott filtering to one of my indicators. This eliminates these kind of false turning points but also eliminates a fairly subjective rule in my decision tree. So, overall that improves the model. This is one step further to a fully objective system that can be automated.
You need to be careful with HP filtering as it uses all the data in computing the smoothed estimate. So in back testing you have to run the filter repeatedly using just the data that was known up to that point.
The model is currently short. But I don't have a trade on. I am thinking to put a trade on when it switches back to long.
In a recent post, I showed that a hedged portfolio levered 1.5 times would track the market when the market does well and track the model when the model does well. Instead of thinking of this as trading plus investment we can examine it as a pure trading strategy. That suggests that it doesn't pay to go short. Just stay out of the market when the model is short and only take the long trades and lever up the returns. In 2018 so far, going short would add to returns though. But in 2017 going short detracted from returns. The model only won 45% of trades in 2017. The average win (1.57%) was almost double the average loss (-0.9%) though so, the expected value of a trade was still 0.2%. When we split trades into long (22) and short trades (24) instead the average long trade made 0.83% and the average short trade lost 0.39%. So, avoiding short trades would have doubled returns, returning 20% instead of 10% for the year. Of course, just going long for the whole year would have returned 32%. But we don't know that will happen ex ante. Levering the 19% by 1.5 times or so reproduces the long-only result.
The question now is whether you can win by going long only in a year like 2008. My intuition is that trading would result in a positive return for the year but that this would be insufficient to hedge the losses in an investment portfolio. It would moderate the downside though.
Testing that hypothesis will have to wait a little while.
But for the moment, volatility is low and so going long only might pay off.
You need to be careful with HP filtering as it uses all the data in computing the smoothed estimate. So in back testing you have to run the filter repeatedly using just the data that was known up to that point.
The model is currently short. But I don't have a trade on. I am thinking to put a trade on when it switches back to long.
In a recent post, I showed that a hedged portfolio levered 1.5 times would track the market when the market does well and track the model when the model does well. Instead of thinking of this as trading plus investment we can examine it as a pure trading strategy. That suggests that it doesn't pay to go short. Just stay out of the market when the model is short and only take the long trades and lever up the returns. In 2018 so far, going short would add to returns though. But in 2017 going short detracted from returns. The model only won 45% of trades in 2017. The average win (1.57%) was almost double the average loss (-0.9%) though so, the expected value of a trade was still 0.2%. When we split trades into long (22) and short trades (24) instead the average long trade made 0.83% and the average short trade lost 0.39%. So, avoiding short trades would have doubled returns, returning 20% instead of 10% for the year. Of course, just going long for the whole year would have returned 32%. But we don't know that will happen ex ante. Levering the 19% by 1.5 times or so reproduces the long-only result.
The question now is whether you can win by going long only in a year like 2008. My intuition is that trading would result in a positive return for the year but that this would be insufficient to hedge the losses in an investment portfolio. It would moderate the downside though.
Testing that hypothesis will have to wait a little while.
But for the moment, volatility is low and so going long only might pay off.
Thursday, August 16, 2018
Stopped Out...
My long position was stopped out on Wednesday. Now back to more or less zero profit on this account - still have a positive overall result from the trading experiment. Also, I realised that I still can't really psychologically handle trading overnight futures positions at the moment even at the smallest trade size. I am losing sleep because of it. So, I am going to stop trading for the moment. I need to get a lot of academic work done in the next two weeks before going on another overseas trip. At some point after I am back I will do some further research on trading models. My thinking is I could design a model that would only make trades when the odds were most in favor of winning. The current model trades all the time regardless. The ultimate long-run goal is automation of trading or taking it out of my hands in some other way. To achieve these goals I don't need to be trading continuously at the moment if I'm not making good money at it and it's having negative effects instead.
I am also at the moment on a trip for a job interview. As I am learning more about the position it seems more challenging and to need leadership skills beyond what I have. I would be shocked at this point, though, if they offered me the position.
I am also at the moment on a trip for a job interview. As I am learning more about the position it seems more challenging and to need leadership skills beyond what I have. I would be shocked at this point, though, if they offered me the position.
Wednesday, August 15, 2018
Losing Model Trade and Trading Badly
The downside didn't last long... Model switches back to long this morning. The short trade lost the model 0.4%. Due to bad timing - closing my long at pretty much the low point of the down move and going short, I gave back almost all the profits I'd made for the month so far. As a result, I have gone back to trading just one contract until I can get my act together properly. So, back to Stage 2 of the process, after attempting Stage 3...
The NQ equity curve so far this year (starts at net profits from previous years):
The problem with tactical trades is that I then need to follow the market to see whether to open or close a tactical trade. But they're not necessary for getting a good long term return from the model. It probably would be better to diversify to trade more than one market first instead, as that will result in fewer losing days if the correlation between the markets is low. So, I did recently start to build a model for oil again, though I was a bit stuck in coming up with good decision rules so far.
The NQ equity curve so far this year (starts at net profits from previous years):
The problem with tactical trades is that I then need to follow the market to see whether to open or close a tactical trade. But they're not necessary for getting a good long term return from the model. It probably would be better to diversify to trade more than one market first instead, as that will result in fewer losing days if the correlation between the markets is low. So, I did recently start to build a model for oil again, though I was a bit stuck in coming up with good decision rules so far.
Saturday, August 11, 2018
Turkey Turns the Outlook Bearish
The down day on Friday in response the Turkish crisis switched the model to short going forward. Based on the 3 hour stochastics, there could be a bounce on Sunday evening (US time) continuing the bounce into the close on Friday. This could be a good opportunity to go short.
Thursday, August 09, 2018
Looking Bullish
The model state is almost identical with that on 10 January this year. That's presumably pretty bullish for the next week or so... Of course, anything could happen.
Wednesday, August 08, 2018
Backtesting and Hedged Portfolios
So, I backtested for all of 2017 using the latest model rules. The model makes money for the year, but there are several losing months, and the model underperforms the market. I could quite easily predict which months would be more profitable and which were more likely to be money losing by looking at their volatility. So, that idea works out of sample.
The hedged portfolio tracks the model, which vastly outperformed the market, closely instead now. It seems that you can get the best of both worlds with this strategy.
The graph shows the NASDAQ 100 index (close) for 2017 and the model return. The interesting thing is that a hedged portfolio of the market and the model, tracks the market quite closely. The hedging strategy would invest 75% of net worth in the QQQ ETF and use 25% of net worth to trade NQ futures with 3 times leverage according to the model. So it is 1.5 times leveraged with 50% of the total exposure long and 50% traded. Of course, you wouldn't really want all your portfolio into the the QQQ ETF. At least I wouldn't. But this is a step towards seeing what a realistic strategy with investment and trading would look like. Now if we look at 2018:
Soybeans
To try something different I tried a soybean daytrade. Made $107 in 17 minutes, so not bad :) But I only got the beginning of a much bigger move, so I need to be more patient in future trades i this commodity.
Tuesday, August 07, 2018
Volatility and Return
I'm still holding the strategic long contract. It's up around $4k at the moment. I did a couple of tactical trades netting $215 and $980.
Friday, August 03, 2018
Trading on 2nd August
The market came with 4 points of stopping out the long position but then took off to the upside as soon as the New York market opened. Gain for the day was almost USD 3k. Today, I have added a second contract (@ 7391). Stop remains the same.
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