Selling Premiums On Stocks

Quote from gbos:

Well I had a quick look at the dow (1900 – 2001) for 27854 daily data the output is

Vol 17.2%
Skew -1.1
Kurt 39.3

On top of that the index trends slightly so someone can expect a few surprises.

Unfortunately I don’t have right now reliable multi year data for dow jones stocks for comparison as I don't invest in US stocks.
Using weekly S&P data back to 1950, I see:
Skew -0.25
Kurt 3.31

BTW, where did you find daily data going back to 1900? I'd love to have that data set.
 
Interesting discussion. I predict this going for a few more pages.

Data mining can be very tricky when it comes to selling naked premium. If i studied 10 thousand tickers out there i am sure i could find 10 that never experienced a fat tail during a market(index) fat tail event. Then i can go ahead and call these "my market" and think i am better off selling juice in my market vs the indices. Flip that and reverse for selling index premium. The mere fact that one market("my market" or the index market) saw no fat tail or the tail wasnt as fat in the past doesnt mean it will be so in the future. False sense of security? Anyone? I suppose i am in the minority yet again. :(
 
Quote from tyrant:

Is it true to say that index options are chronically overvalued? Even at 10 % I.V?


It doesn't matter what the actual volatility figure is in determining over or under value. 100% vol could be considered cheap if the realized volatility is 150%.

With indexes, implied volatilities are consistently higher than realized volatilities, therefore overvalued.

All the while IVs have been 10%, the realized vols have been 6 or 7%.

The rub in this circumstance comes if selling at 10% and then getting a realized volatility spike.
 
Quote from rallymode:

The mere fact that one market("my market" or the index market) saw no fat tail or the tail wasnt as fat in the past doesnt mean it will be so in the future. False sense of security? Anyone? I suppose i am in the minority yet again. :(

Agree,

A good case for limited risk strategies... flies, condors etc.
 
Quote from wayneL:

Agree,

A good case for limited risk strategies... flies, condors etc.

The argument here is not whether one should sell naked or bounded, but whether it is better to sell in index or stock options.
 
Quote from wayneL:

It doesn't matter what the actual volatility figure is in determining over or under value. 100% vol could be considered cheap if the realized volatility is 150%.

With indexes, implied volatilities are consistently higher than realized volatilities, therefore overvalued.

All the while IVs have been 10%, the realized vols have been 6 or 7%.

The rub in this circumstance comes if selling at 10% and then getting a realized volatility spike.

So after taking into consideration such circumstances when selling at 10% and later realizing a much higher volatility, can you still say they are chronically overvalued? How about stock options, are they also chonically overvalued, or are they undervalued?
 
Quote from Profitaker:

Surely not !!!

I know the number sound strange but it is correct. If the data set contains some extreme events, then kurtosis is very high.

Taking sub periods for example….

During the 1990s , kurtosis only 4.34 (relatively quite period)
During the 1980s , kurtosis skyrocketing to 100 (the crash data contribute a lot to it)

etc.
 
Quote from tyrant:

Do you trade stock options in US? If not, why not?
Two reasons. First, currency risk. Second, I’m doing quite well trading the UK markets, so have no reason to look elsewhere. If it ain’t broke I’m not one to fix it.

Quote from tyrant:

When you say that you trade regularly on half a dozen stocks that you concentrate on, do you mean buying/selling as in swing type of trading, or is it more towards selling premiums with defensive tactics.
Almost exclusively selling naked premium. I know the risks involved, but do believe that if you limit exposure such that a fairly hard hit can be taken, you’ll make a good return.

Quote from tyrant:

Do you regularly hold on to stocks if exercised against of do you mostly deal with options only?
I’ve never had an option exercised against me. I won't deny an element of luck there, but I won’t be short an American option with a delta more than 0.80, neither will I be short Calls over ex-div day.

Quote from tyrant:

Compare it tot the I.V of stocks regularly at 30-60% , aren't stock options better candidates for selling premiums compared to index options? I understand that their actual volatility is higher in individual stock due to lack of negative correlation as in indices, but one should be able to sell less contracts to reap the same reward and thus minimising the risk of black swan, which will hurt the premium sellers of index options more due to selling more contracts? Makes sense?
Makes perfect sense to me.

Quote from newbunch:

Using weekly S&P data back to 1950, I see:
Skew -0.25
Kurt 3.31
That Kurtosis value is more like it - slightly fatter tails than a perfectly normal distribution. I wouldn’t mind betting that if you looked at each component stock, the weighted average would be less than 3.31.

Quote from rallymode:

The mere fact that one market("my market" or the index market) saw no fat tail or the tail wasn't as fat in the past doesn't mean it will be so in the future. False sense of security?
I agree entirely. But, if you are going to trade options you have to make some assumptions based on (amongst other things) historic data. Refusing to trade in case you get hit by a 6-sigma is rather like refusing to go into your house in case it gets hit by a thunderbolt, no ?

Quote from GBOS:

I know the number sound strange but it is correct. If the data set contains some extreme events, then kurtosis is very high.

Taking sub periods for example….

During the 1990s , kurtosis only 4.34 (relatively quite period)
During the 1980s , kurtosis skyrocketing to 100 (the crash data contribute a lot to it)
That sounds about right. I’m just wondering how far back in time is relevant ? 10 years ? 20 years ? Subjective !
 
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