2 months back at trading (update) and some new questions
Hi all, I posted a thread back a few months ago when I started getting seriously back into trading after 20 years away. I thought I'd post an update with some notes on how I'm progressing. I like to type, so settle in. Maybe it'll help new traders who are exactly where I was 2 months ago, I dunno. Or maybe you'll wonder why you spent 3 minutes reading this. Risk/reward, yo. I'm trading 5k on TastyWorks. I'm a newcomer to theta positive strategies and have done about two thirds of my overall trades in this style. However, most of my experience in trading in the past has been intraday timeframe oriented chart reading and momentum stuff. I learned almost everything "new" that I'm doing from TastyTrade, /options, /thetagang, and Option Alpha. I've enjoyed the material coming from esinvests YouTube channel quite a bit as well. The theta gang type strategies I've done have been almost entirely around binary event IV contraction (mostly earnings, but not always) and in most cases, capped to about $250 in risk per position. The raw numbers: Net PnL : +247 Commissions paid: -155 Fees: -42 Right away what jumps out is something that was indicated by realdeal43 and PapaCharlie9 in my previous thread. This is a tough, grindy way to trade a small account. It reminds me a little bit of when I was rising through the stakes in online poker, playing $2/4 limit holdem. Even if you're a profitable player in that game, beating the rake over the long term is very, very hard. Here, over 3 months of trading a conservative style with mostly defined risk strategies, my commissions are roughly equal to my net PnL. That is just insane, and I don't even think I've been overtrading. 55 trades total, win rate of 60%
33 purely directional trades - 57.5% win
18 long call or long put positions, +692, 55% win
15 call or put verticals, -121, 60% win
22 neutral / other trades
13 iron condors, +345, 77% win rate
7 strangles, -163, 71% win rate
1 straddle, -310, 0% win rate
1 butterfly, -83, 0% win rate
PTON call purchased and held through earnings, sold the morning of announcement +410
Trading the range on the daily chart in GLD from 158 up to 165, a mix of various calls +245
NKLA 30 put purchased before the close on the day it went north of 100, just a pure fade +215
EWZ 22/26 strangle that I held just way too long as it beat me up day after day from May 20-Jun 3, -316
ZM pre earnings vertical, fading another 2 SD move (the day it hit 200 for the first time). Was expecting a post-earnings selloff given the magnitude of the up move. Stock basically hasn't had a down tick since. Max loss -247
EWW 29 straddle, put on around the same time as the EWZ strangle. Rolled from Jun to Jul to no avail. Out at a -310 loss.
This is pretty much where I expected to be while learning a bunch of new trading techniques. And no, this is not a large sample size so I have no idea whether or not I can be profitable trading this way (yet). I am heartened by the fact that I seem to be hitting my earnings trades and selling quick spikes in IV (like weed cures Corona day). I'm disheartened that I've went against my principles several times, holding trades for longer than I originally intended, or letting losses mount, believing that I could roll or manage my way out of trouble. I still feel like I am going against my nature to some degree. My trading in years past was scalping oriented and simple. I was taught that a good trade was right almost immediately. If it went against me, I'd cut it immediately and look for a better entry. This is absolutely nothing like that. A good trade may take weeks to develop. It's been really hard for me to sit through the troughs and it's been even harder to watch an okay profit get taken out by a big swing in delta. Part of me wonders if I am cut out for this style at all and if I shouldn't just take my 5k and start trading micro futures. But that's a different post... I'll share a couple of my meager learnings:
Larger bid/ask spreads make it almost impossible to trade the higher priced names, even if you have a correct assumption. I have traded some bigger underlyings during this time like LULU and NVDA. They are just tough fills, both getting in and getting out. I almost want to say that you shouldn't even bother trading underlyings bigger than a 10 cent bid/ask spread with a small account.
Get an idea of the timeframe you're interested in holding before putting anything on. Have a plan for entering and exiting everything that goes beyond "I'll take this trade off at 50%". You can use TA, you can use a news catalyst, a binary event, just have something. Countless sources out there talk about trading a plan. It doesn't have to be the perfect plan, it just has to be "a" plan.
Undefined risk trades in tiny accounts need hard stops. Yes, some of the studies say that you'll do better without having fixed stop loss rules (50% of max loss, 100% of max loss) -- but what the studies don't say is the effect that it will have on you, mentally. I got pretty bent out of shape over how badly EWZ and EWW went against me -- much more than I expected. It made no sense, as I've lost way more on the turn of a card in .5 seconds and been unfazed. I was unprepared for the mental toll that it took waking up day after day, watching positions move further and further against me. Great time to be short calls during the mother of all rallies.
My initial plan for undefined risk trades in my account was that I would only do them in ETFs. Logic being that I'm just not going to wake up to an accounting scandal or a buyout and take a $1k loss on the chin. I later expanded my range into lower priced underlyings like BBBY, TLRY, and yes, AAL. But these ETFs can and do move (I learned the hard way) and can soak up a surprising amount of BP. It might be better to have 5 iron condors taking up $1000 of BP @ 200 each instead of 2 strangles @ 500 each.
My new questions :
My big wins felt like I simply leaned on my TA background or got lucky. My big losses, I sure felt like I earned those, through mistakes I've definitely since identified. The stuff in the middle, I'm just not sure. I'm up money, but it feels like I'm just spinning my wheels. My win rate is good, but I still struggle with expectations about how quickly a trade should progress. What is the next step of the process for a newer options trader? I've read some stuff on narrower spreads + more contracts vs. wider spreads and fewer contracts. Is there a number where I should just keep doing what I'm doing until I reach a specific # of occurrences? Should I even think about branching out into different strategies yet (ratio spreads, jade lizards, etc) or continue to work on these basics?
I still feel like I am super weak in delta management. In some cases I feel like I've taken a loss simply because I didn't know what the proper management techniques were. I understand the concept of rolling out in time for a credit, but I just don't think it's in my nature to hold trades for longer than a month, and even that is hard for me. At what delta is it appropriate to start thinking about hedging?
Every time I put on a credit spread for a 2-3 day move and am directionally correct, I often wish that I had just bought a naked option. I've caught several big moves this way in things like AAPL; most recently I bought the FB dip to the 50 day MA around 215 and took it off today at 225 (which was always my plan) -- it leads me to wonder if my expectations for credit spreads are completely out of line. I can't lie, it feels bad to catch a 10 point move and only make $40, haha. What is the ideal timeframe for a credit spread to be left on? Is it better to just buy premium with a stop loss and have a more profitable risk/reward equation for situations like the above where the only intent is to hold for a couple days?
Here's a random question -- other than when the BPR hit is too much (ie names over $50) for undefined risk, would you rather hold 1) a strangle for 10-14 days or 2) an iron condor for 25-30 days? So far my criteria for IC vs strangle has largely been driven by the risk profile and BPR and not so much profit potential in X number of days. If you're collecting the standard 1/3rd on the IC and taking the trade off at 50% (if you're lucky) , it seems like it takes about a month to get there, most of the time.
That's enough of this wall of text for now. If you made it this far, I salute you, because this shit was even longer than my last post.
Selling your Covered Call - Thoughts on How to Select Your Strike and Expiration
Congratulations! You are a bag holder of company XYZ which was thought to be the best penny stock ever. Instead of feeling sorry, you consider selling covered calls to help reduce your cost basis - and eventually get out of your bags with minimal loss or even a profit! First - let's review the call option contract. The holder of the call option contract has the right but not the obligation to purchase 100 shares of XYZ at the strike price per share. This contract has an expiration date. We assume American style option contracts which means that the option can be exercised at any point prior to expiration. Thus, there are three parameters to the option contract - the strike price, the expiration date and the premium - which represents the price per share of the contract. The holder of the call option contract is the person that buys the option. The writer of the contract is the seller. The buyer (or holder) pays the premium. The seller (or writer) collects the premium. As an XYZ bag holder, the covered call may help. By writing a call contract against your XYZ shares, you can collect premium to reduce your investment cost in XYZ - reducing your average cost per share. For every 100 shares of XYZ, you can write 1 call contract. Notice that that by selling the contract, you do not control if the call is exercised - only the holder of the contract can exercise it. There are several online descriptions about the covered call strategy. Here is an example that might be useful to review Covered Call Description The general guidance is to select the call strike at the price in which you would be happy selling your shares. However, the context of most online resources on the covered call strategy assume that you either just purchased the shares at market value or your average cost is below the market price. In the case as a bag holder, your average cost is most likely over - if not significantly over - the current market price. This situation simply means that you have a little work to reduce your average before you are ready to have your bags called away. For example, you would not want to have your strike set at $2.50 when your average is above that value as this would guarantee a net loss. (However, if you are simply trying to rid your bags and your average is slightly above the strike, then you might consider it as the strike price). One more abstract concept before getting to what you want to know. The following link shows the Profit/Loss Diagram for Covered Call Conceptually, the blue line shows the profit/loss value of your long stock position. The line crosses the x-axis at your average cost, i.e the break-even point for the long stock position. The green/red hockey stick is the profit (green) or loss (red) of the covered call position (100 long stock + 1 short call option). The profit has a maximum value at the strike price. This plateau is due to the fact that you only receive the agreed upon strike price per share when the call option is exercised. Below the strike, the profit decreases along the unit slope line until the value becomes negative. It is a misnomer to say that the covered call is at 'loss' since it is really the long stock that has decreased in value - but it is not loss (yet). Note that the break-even point marked in the plot is simply the reduced averaged cost from the collected premium selling the covered call. As a bag holder, it will be a two-stage process: (1) reduce the average cost (2) get rid of bags. Okay let's talk selecting strike and expiration. You must jointly select these two parameters. Far OTM strikes will collect less premium where the premium will increase as you move the strike closer to the share price. Shorter DTE will also collect less premium where the premium will increase as you increase the DTE. It is easier to describe stage 2 "get rid of bags" first. Let us pretend that our hypothetical bag of 100 XYZ shares cost us $5.15/share. The current XYZ market price is $3/share - our hole is $2.15/share that we need to dig out. Finally, assume the following option chain (all hypothetical):
Purely made up the numbers, but the table illustrates the notional behavior of an option chain. The option value (premium) is the intrinsic value plus the time value. Only the $2.5 strike has intrinsic value since the share price is $3 (which is greater than $2.5). Notice that intrinsic value cannot be negative. The rest of the premium is the time value of the option which is essentially the monetary bet associated with the probability that the share price will exceed the strike at expiration. According to the table, we could collect the most premium by selling the 110 DTE $2.5 call for $0.95. However, there is a couple problems with that option contract. We are sitting with bags at $5.15/share and receiving $0.95 will only reduce our average to $4.20/share. On expiration, if still above $2.5, then we are assigned, shares called away and we receive $2.50/share or a loss of $170 - not good. Well, then how about the $5 strike at 110 DTE for $0.50? This reduces us to $4.65/share which is under the $5 strike so we would make a profit of $35! This is true - however 110 days is a long time to make $35. You might say that is fine you just want to get the bags gone don't care. Well maybe consider a shorter DTE - even the 20 DTE or 50 DTE would collect premium that reduces your average below $5. This would allow you to react to any stock movement that occurs in the near-term. Consider person A sells the 110 DTE $5 call and person B sells the 50 DTE $5 call. Suppose that the XYZ stock increases to $4.95/share in 50 days then goes to $8 in the next 30 days then drops to $3 after another 30 days. This timeline goes 110 days and person A had to watch the price go up and fall back to the same spot with XYZ stock at $3/share. Granted the premium collected reduced the average but stilling hold the bags. Person B on the other hand has the call expire worthless when XYZ is at $4.95/share. A decision can be made - sell immediately, sell another $5 call or sell a $7.5 call. Suppose the $7.5 call is sold with 30 DTE collecting some premium, then - jackpot - the shares are called away when XYZ is trading at $8/share! Of course, no one can predict the future, but the shorter DTE enables more decision points. The takeaway for the second step in the 2-stage approach is that you need to select your profit target to help guide your strike selection. In this example, are you happy with the XYZ shares called away at $5/share or do you want $7.5/share? What is your opinion on the stock price trajectory? When do you foresee decision points? This will help determine the strike/expiration that matches your thoughts. Note: studies have shown that actively managing your position results in better performance than simply waiting for expiration, so you can adjust the position if your assessment on the movement is incorrect. Let's circle back to the first step "reduce the average cost". What if your average cost of your 100 shares of XYZ is $8/share? Clearly, all of the strikes in our example option chain above is "bad" to a certain extent since we would stand to lose a lot of money if the option contract is exercised. However, by describing the second step, we know the objective for this first step is to reduce our average such that we can profit from the strikes. How do we achieve this objective? It is somewhat the same process as previously described, but you need to do your homework a little more diligently. What is your forecast on the stock movement? Since $7.5 is the closest strike to your average, when do you expect XYZ to rise from $3/share to $7.5/share? Without PR, you might say never. With some PR then maybe 50/50 chance - if so, then what is the outlook for PR? What do you think the chances of going to $5/share where you could collect more premium? Suppose that a few XYZ bag holders (all with a $8/share cost) discuss there outlook of the XYZ stock price in the next 120 days:
Person A does not seem to think much price movement will occur. This person might sell the $5 call with either 20 DTE or 50 DTE. Then upon expiration, sell another $5 call for another 20-50 DTE. Person A could keep repeating this until the average is reduced enough to move onto step-2. Of course, this approach is risky if the Person A price forecast is incorrect and the stock price goes up - which might result in assignment too soon. Person B appears to be the most bullish of the group. This person might sell the $5 call with 20 DTE then upon expiration sell the $7.5 call. After expiration, Person B might decide to leave the shares uncovered because her homework says XYZ is going to explode and she wants to capture those gains! Person C believes that there will be a step increase in 10 days maybe due to major PR event. This person will not have the chance to reduce the average in time to sell quickly, so first he sells a $7.5 call with 20 DTE to chip at the average. At expiration, Person C would continue to sell $7.5 calls until the average at the point where he can move onto the "get rid of bags" step. In all causes, each person must form an opinion on the XYZ price movement. Of course, the prediction will be wrong at some level (otherwise they wouldn't be bag holders!). The takeaway for the first step in the 2-stage approach is that you need to do your homework to better forecast the price movement to identify the correct strikes to bring down your average. The quality of the homework and the risk that you are willing to take will dedicate the speed at which you can reduce your average. Note that if you are unfortunate to have an extremely high average per share, then you might need to consider doing the good old buy-more-shares-to-average-down. This will be the fastest way to reduce your average. If you cannot invest more money, then the approach above will still work, but it will require much more patience. Remember there is no free lunch! Advanced note: there is another method to reduce your (high) average per share - selling cash secured puts. It is the "put version" of a cover call. Suppose that you sell a XYZ $2.5 put contract for $0.50 with 60 DTE. You collect $50 from the premium of the contract. This money is immediately in your bank and reduces your investment cost. But what did you sell? If XYZ is trading below $2.50, then you will be assigned 100 shares of XYZ at $2.50/share or $250. You own more shares, but at a price which will reduce your average further. Being cash secured, your brokerage will reserve $250 from your account when you sell the contract. In essence, you reduce your buying power by $250 and conditionally purchase the shares - you do not have them until assignment. If XYZ is greater than the strike at expiration, then your broker gives back $250 cash / buying power and you keep the premium. Early assignment - one concern is the chance of early assignment. The American style option contract allows the holder the opportunity to exercise the contract at any time prior to expiration. Early assignment almost never occurs. There are special cases that typically deal with dividends but most penny stocks are not in the position to hand out dividends. Aside from that, the holder would be throwing away option time value by early exercise. It possibly can handle - probably won't - it actually would be a benefit when selling covered calls as you would receive your profit more quickly! This post has probably gone too long! I will stop and let's discuss this matter. I will add follow-on material with some of the following topics which factors into this discussion:
Effect of earnings / PR / binary events on the option contract - this reaction may be different than the underlying stock reaction to the event
The Black-Scholes option pricing model allows one to understand how the premium will change - note that "all models are incorrect, but some are useful"
The "Greeks" give you a sense about how prices change when the stock price change - Meet the Greeks video
Position Management - when to adjust, close, or roll
Legging position into strangles/straddles - more advanced position with higher risk / higher reward
Open to other suggestions. I'm sure there are some typos and unclear statements - I will edit as needed! \I'm not a financial advisor. Simply helping to 'coach' people through the process. You are responsible for your decisions. Do not execute a trade that you do not understand. Ask questions if needed!**
Three ways to play earnings without getting IV crushed
Sup nerds. Tomorrow is my birthday and I’m probably waking up to a nice fat 4 digit red number because I dared bet against a company so badass as to have a one letter ticker. So my birthday gift to all of you is the gift of knowing how to lose money like I do. If you’ve tried to play earnings with options though you’ve probably experienced IV crush. The stock moves in your favor but you lose money anyway. So I thought I’d give a quick rundown of what IV crush is and some simple strategies to avoid it. Skip ahead to number 2 if you already know what IV crush is. (Yes there have been some posts on IV crush over the past few months but as far as I can tell they’re all huge walls of text, don’t give enough clear advice, and aren’t specifically about earnings, so here you go.)
1 . What is IV crush in relation to earnings?
It’s easiest to think of it in terms of “expected move.” Implied volatility (IV) is how much of an "expected move" is implied in the current options price. Add up the price of the ATM call and ATM put, and this is how much of a move the market has priced in. Example: $W today at close: $134 5/8 call = 11.80 $134 5/8 put = 11.00 Expected move between now and expiration: 22.80 Naturally, after the earnings report is released there will be a much smaller expectation of movement over the remainder of the week, so the expected move will go down no matter which way the stock goes. This is another way of saying IV is going down, i.e. IV crush.
2. Strategies to play earnings without getting IV crushed:
a) Buy Deep ITM calls/puts
Deep ITM options get the majority of their price from their intrinsic value (what you’d make if you exercised the option today) as opposed to their extrinsic value (IV and theta) so there’s a lot less IV for them to lose, assuming you get a good fill. You want to pay as close to intrinsic value as possible. Strike - Stock price = intrinsic value Example: $160 put - $134 stock price = $26 intrinsic value So if you’re buying the $160 put on a stock trading for $134, pay as close to $26 as possible. You’re gonna have to pay a little over but don’t just hit the ask, as the bid/ask can be wide on these.
b) Sell naked options or spreads
Get on the right side of IV crush. Personally I like to sell naked options, but spreads are good if you are a scared little baby or if your fake broker doesn’t let you sell naked options. i) ATM vs OTM I like ATM the best because you collect the most premium, and if the stock trades flat you still win because IV crush works in your favor. OTM does offer extra protection from the stock moving against you. Keep in mind as you move OTM you are moving toward smaller wins and bigger losses, but also a higher win ratio. Pennies in front of the steamroller. ii) Spread positioning Position the outer leg (the leg you’re buying) as far OTM as possible to increase your profitability if the stock trades flat and improve your odds of winning. Or make it a narrower spread to make it closer to a binary event. If the stock is trading at $134.50 and you sell the $134/$135 put spread for $0.50 (half the width of the strikes), that’s basically a double or nothing coin flip. If you have a high degree of confidence in which way the stock is going, that's pretty good leverage.
c) Use options to be synthetically short/long shares
If you want to gamble on direction in a way that is more leveraged than shares but completely free of Greek headaches, this is for you. To go long: Buy the ATM Call, sell the ATM put To go short: Sell the ATM call, buy the ATM put If you buy an ATM call and sell the ATM put of the same strike, your position is exactly the same as being long 100 shares. The greeks from the long and short options cancel each other out. The same is true if you buy the ATM put and sell the ATM call. Your position is mathematically the same as being short 100 shares. The beauty, though, is that it uses about half as much buying power as buying or selling shares on margin. Just for example, based on numbers at market close today, buying an ATM call and selling an ATM put on $W uses $3716 in buying power, as opposed to roughly $6700 to buy 100 shares on margin. ii) If your fake broker won’t let you sell naked options You can just buy a wide leg. So if you’re going long just buy the ATM call, Sell the ATM put, and buy a deep OTM put. If you're going short, buy the ATM put, sell the ATM call, and buy a deep OTM call. That's it I think. Hopefully someone found this helpful and it wasn’t just a bunch of obvious shit you all already know. I’m gonna get started on drinking some wine and eating some edibles and contemplating how fucking old I am. Feel free to ask any questions or add any thoughts.
Everything You Always Wanted To Know About Swaps* (*But Were Afraid To Ask)
Hello, dummies It's your old pal, Fuzzy. As I'm sure you've all noticed, a lot of the stuff that gets posted here is - to put it delicately - fucking ridiculous. More backwards-ass shit gets posted to wallstreetbets than you'd see on a Westboro Baptist community message board. I mean, I had a look at the daily thread yesterday and..... yeesh. I know, I know. We all make like the divine Laura Dern circa 1992 on the daily and stick our hands deep into this steaming heap of shit to find the nuggets of valuable and/or hilarious information within (thanks for reading, BTW). I agree. I love it just the way it is too. That's what makes WSB great. What I'm getting at is that a lot of the stuff that gets posted here - notwithstanding it being funny or interesting - is just... wrong. Like, fucking your cousin wrong. And to be clear, I mean the fucking your *first* cousin kinda wrong, before my Southerners in the back get all het up (simmer down, Billy Ray - I know Mabel's twice removed on your grand-sister's side). Truly, I try to let it slide. Idomybit to try and put you on the right path. Most of the time, I sleep easy no matter how badly I've seen someone explain what a bank liquidity crisis is. But out of all of those tens of thousands of misguided, autistic attempts at understanding the world of high finance, one thing gets so consistently - so *emphatically* - fucked up and misunderstood by you retards that last night I felt obligated at the end of a long work day to pull together this edition of Finance with Fuzzy just for you. It's so serious I'm not even going to make a u/pokimane gag. Have you guessed what it is yet? Here's a clue. It's in the title of the post. That's right, friends. Today in the neighborhood we're going to talk all about hedging in financial markets - spots, swaps, collars, forwards, CDS, synthetic CDOs, all that fun shit. Don't worry; I'm going to explain what all the scary words mean and how they impact your OTM RH positions along the way. We're going to break it down like this. (1) "What's a hedge, Fuzzy?" (2) Common Hedging Strategies and (3) All About ISDAs and Credit Default Swaps. Before we begin. For the nerds and JV traders in the back (and anyone else who needs to hear this up front) - I am simplifying these descriptions for the purposes of this post. I am also obviously not going to try and cover every exotic form of hedge under the sun or give a detailed summation of what caused the financial crisis. If you are interested in something specific ask a question, but don't try and impress me with your Investopedia skills or technical points I didn't cover; I will just be forced to flex my years of IRL experience on you in the comments and you'll look like a big dummy. TL;DR? Fuck you. There is no TL;DR. You've come this far already. What's a few more paragraphs? Put down the Cheetos and try to concentrate for the next 5-7 minutes. You'll learn something, and I promise I'll be gentle. Ready? Let's get started. 1.The Tao of Risk: Hedging as a Way of Life The simplest way to characterize what a hedge 'is' is to imagine every action having a binary outcome. One is bad, one is good. Red lines, green lines; uppie, downie. With me so far? Good. A 'hedge' is simply the employment of a strategy to mitigate the effect of your action having the wrong binary outcome. You wanted X, but you got Z! Frowny face. A hedge strategy introduces a third outcome. If you hedged against the possibility of Z happening, then you can wind up with Y instead. Not as good as X, but not as bad as Z. The technical definition I like to give my idiot juniors is as follows: Utilization of a defensive strategy to mitigate risk, at a fraction of the cost to capital of the risk itself. Congratulations. You just finished Hedging 101. "But Fuzzy, that's easy! I just sold a naked call against my 95% OTM put! I'm adequately hedged!". Spoiler alert: you're not (although good work on executing a collar, which I describe below). What I'm talking about here is what would be referred to as a 'perfect hedge'; a binary outcome where downside is totally mitigated by a risk management strategy. That's not how it works IRL. Pay attention; this is the tricky part. You can't take a single position and conclude that you're adequately hedged because risks are fluid, not static. So you need to constantly adjust your position in order to maximize the value of the hedge and insure your position. You also need to consider exposure to more than one category of risk. There are micro (specific exposure) risks, and macro (trend exposure) risks, and both need to factor into the hedge calculus. That's why, in the real world, the value of hedging depends entirely on the design of the hedging strategy itself. Here, when we say "value" of the hedge, we're not talking about cash money - we're talking about the intrinsic value of the hedge relative to the the risk profile of your underlying exposure. To achieve this, people hedge dynamically. In wallstreetbets terms, this means that as the value of your position changes, you need to change your hedges too. The idea is to efficiently and continuously distribute and rebalance risk across different states and periods, taking value from states in which the marginal cost of the hedge is low and putting it back into states where marginal cost of the hedge is high, until the shadow value of your underlying exposure is equalized across your positions. The punchline, I guess, is that one static position is a hedge in the same way that the finger paintings you make for your wife's boyfriend are art - it's technically correct, but you're only playing yourself by believing it. Anyway. Obviously doing this as a small potatoes trader is hard but it's worth taking into account. Enough basic shit. So how does this work in markets? 2. A Hedging Taxonomy The best place to start here is a practical question. What does a business need to hedge against? Think about the specific risk that an individual business faces. These are legion, so I'm just going to list a few of the key ones that apply to most corporates. (1) You have commodity risk for the shit you buy or the shit you use. (2) You have currency risk for the money you borrow. (3) You have rate risk on the debt you carry. (4) You have offtake risk for the shit you sell. Complicated, right? To help address the many and varied ways that shit can go wrong in a sophisticated market, smart operators like yours truly have devised a whole bundle of different instruments which can help you manage the risk. I might write about some of the more complicated ones in a later post if people are interested (CDO/CLOs, strip/stack hedges and bond swaps with option toggles come to mind) but let's stick to the basics for now. (i) Swaps A swap is one of the most common forms of hedge instrument, and they're used by pretty much everyone that can afford them. The language is complicated but the concept isn't, so pay attention and you'll be fine. This is the most important part of this section so it'll be the longest one. Swaps are derivative contracts with two counterparties (before you ask, you can't trade 'em on an exchange - they're OTC instruments only). They're used to exchange one cash flow for another cash flow of equal expected value; doing this allows you to take speculative positions on certain financial prices or to alter the cash flows of existing assets or liabilities within a business. "Wait, Fuzz; slow down! What do you mean sets of cash flows?". Fear not, little autist. Ol' Fuzz has you covered. The cash flows I'm talking about are referred to in swap-land as 'legs'. One leg is fixed - a set payment that's the same every time it gets paid - and the other is variable - it fluctuates (typically indexed off the price of the underlying risk that you are speculating on / protecting against). You set it up at the start so that they're notionally equal and the two legs net off; so at open, the swap is a zero NPV instrument. Here's where the fun starts. If the price that you based the variable leg of the swap on changes, the value of the swap will shift; the party on the wrong side of the move ponies up via the variable payment. It's a zero sum game. I'll give you an example using the most vanilla swap around; an interest rate trade. Here's how it works. You borrow money from a bank, and they charge you a rate of interest. You lock the rate up front, because you're smart like that. But then - quelle surprise! - the rate gets better after you borrow. Now you're bagholding to the tune of, I don't know, 5 bps. Doesn't sound like much but on a billion dollar loan that's a lot of money (a classic example of the kind of 'small, deep hole' that's terrible for profits). Now, if you had a swap contract on the rate before you entered the trade, you're set; if the rate goes down, you get a payment under the swap. If it goes up, whatever payment you're making to the bank is netted off by the fact that you're borrowing at a sub-market rate. Win-win! Or, at least, Lose Less / Lose Less. That's the name of the game in hedging. There are many different kinds of swaps, some of which are pretty exotic; but they're all different variations on the same theme. If your business has exposure to something which fluctuates in price, you trade swaps to hedge against the fluctuation. The valuation of swaps is also super interesting but I guarantee you that 99% of you won't understand it so I'm not going to try and explain it here although I encourage you to google it if you're interested. Because they're OTC, none of them are filed publicly. Someeeeeetimes you see an ISDA (dsicussed below) but the confirms themselves (the individual swaps) are not filed. You can usually read about the hedging strategy in a 10-K, though. For what it's worth, most modern credit agreements ban speculative hedging. Top tip: This is occasionally something worth checking in credit agreements when you invest in businesses that are debt issuers - being able to do this increases the risk profile significantly and is particularly important in times of economic volatility (ctrl+f "non-speculative" in the credit agreement to be sure). (ii) Forwards A forward is a contract made today for the future delivery of an asset at a pre-agreed price. That's it. "But Fuzzy! That sounds just like a futures contract!". I know. Confusing, right? Just like a futures trade, forwards are generally used in commodity or forex land to protect against price fluctuations. The differences between forwards and futures are small but significant. I'm not going to go into super boring detail because I don't think many of you are commodities traders but it is still an important thing to understand even if you're just an RH jockey, so stick with me. Just like swaps, forwards are OTC contracts - they're not publicly traded. This is distinct from futures, which are traded on exchanges (see The Ballad Of Big Dick Vick for some more color on this). In a forward, no money changes hands until the maturity date of the contract when delivery and receipt are carried out; price and quantity are locked in from day 1. As you now know having read about BDV, futures are marked to market daily, and normally people close them out with synthetic settlement using an inverse position. They're also liquid, and that makes them easier to unwind or close out in case shit goes sideways. People use forwards when they absolutely have to get rid of the thing they made (or take delivery of the thing they need). If you're a miner, or a farmer, you use this shit to make sure that at the end of the production cycle, you can get rid of the shit you made (and you won't get fucked by someone taking cash settlement over delivery). If you're a buyer, you use them to guarantee that you'll get whatever the shit is that you'll need at a price agreed in advance. Because they're OTC, you can also exactly tailor them to the requirements of your particular circumstances. These contracts are incredibly byzantine (and there are even crazier synthetic forwards you can see in money markets for the true degenerate fund managers). In my experience, only Texan oilfield magnates, commodities traders, and the weirdo forex crowd fuck with them. I (i) do not own a 10 gallon hat or a novelty size belt buckle (ii) do not wake up in the middle of the night freaking out about the price of pork fat and (iii) love greenbacks too much to care about other countries' monopoly money, so I don't fuck with them. (iii) Collars No, not the kind your wife is encouraging you to wear try out to 'spice things up' in the bedroom during quarantine. Collars are actually the hedging strategy most applicable to WSB. Collars deal with options! Hooray! To execute a basic collar (also called a wrapper by tea-drinking Brits and people from the Antipodes), you buy an out of the money put while simultaneously writing a covered call on the same equity. The put protects your position against price drops and writing the call produces income that offsets the put premium. Doing this limits your tendies (you can only profit up to the strike price of the call) but also writes down your risk. If you screen large volume trades with a VOL/OI of more than 3 or 4x (and they're not bullshit biotech stocks), you can sometimes see these being constructed in real time as hedge funds protect themselves on their shorts. (3) All About ISDAs, CDS and Synthetic CDOs You may have heard about the mythical ISDA. Much like an indenture (discussed in my post on $F), it's a magic legal machine that lets you build swaps via trade confirms with a willing counterparty. They are very complicated legal documents and you need to be a true expert to fuck with them. Fortunately, I am, so I do. They're made of two parts; a Master (which is a form agreement that's always the same) and a Schedule (which amends the Master to include your specific terms). They are also the engine behind just about every major credit crunch of the last 10+ years. First - a brief explainer. An ISDA is a not in and of itself a hedge - it's an umbrella contract that governs the terms of your swaps, which you use to construct your hedge position. You can trade commodities, forex, rates, whatever, all under the same ISDA. Let me explain. Remember when we talked about swaps? Right. So. You can trade swaps on just about anything. In the late 90s and early 2000s, people had the smart idea of using other people's debt and or credit ratings as the variable leg of swap documentation. These are called credit default swaps. I was actually starting out at a bank during this time and, I gotta tell you, the only thing I can compare people's enthusiasm for this shit to was that moment in your early teens when you discover jerking off. Except, unlike your bathroom bound shame sessions to Mom's Sears catalogue, every single person you know felt that way too; and they're all doing it at once. It was a fiscal circlejerk of epic proportions, and the financial crisis was the inevitable bukkake finish. WSB autism is absolutely no comparison for the enthusiasm people had during this time for lighting each other's money on fire. Here's how it works. You pick a company. Any company. Maybe even your own! And then you write a swap. In the swap, you define "Credit Event" with respect to that company's debt as the variable leg . And you write in... whatever you want. A ratings downgrade, default under the docs, failure to meet a leverage ratio or FCCR for a certain testing period... whatever. Now, this started out as a hedge position, just like we discussed above. The purest of intentions, of course. But then people realized - if bad shit happens, you make money. And banks... don't like calling in loans or forcing bankruptcies. Can you smell what the moral hazard is cooking? Enter synthetic CDOs. CDOs are basically pools of asset backed securities that invest in debt (loans or bonds). They've been around for a minute but they got famous in the 2000s because a shitload of them containing subprime mortgage debt went belly up in 2008. This got a lot of publicity because a lot of sad looking rednecks got foreclosed on and were interviewed on CNBC. "OH!", the people cried. "Look at those big bad bankers buying up subprime loans! They caused this!". Wrong answer, America. The debt wasn't the problem. What a lot of people don't realize is that the real meat of the problem was not in regular way CDOs investing in bundles of shit mortgage debts in synthetic CDOs investing in CDS predicated on that debt. They're synthetic because they don't have a stake in the actual underlying debt; just the instruments riding on the coattails. The reason these are so popular (and remain so) is that smart structured attorneys and bankers like your faithful correspondent realized that an even more profitable and efficient way of building high yield products with limited downside was investing in instruments that profit from failure of debt and in instruments that rely on that debt and then hedging that exposure with other CDS instruments in paired trades, and on and on up the chain. The problem with doing this was that everyone wound up exposed to everybody else's books as a result, and when one went tits up, everybody did. Hence, recession, Basel III, etc. Thanks, Obama. Heavy investment in CDS can also have a warping effect on the price of debt (something else that happened during the pre-financial crisis years and is starting to happen again now). This happens in three different ways. (1) Investors who previously were long on the debt hedge their position by selling CDS protection on the underlying, putting downward pressure on the debt price. (2) Investors who previously shorted the debt switch to buying CDS protection because the relatively illiquid debt (partic. when its a bond) trades at a discount below par compared to the CDS. The resulting reduction in short selling puts upward pressure on the bond price. (3) The delta in price and actual value of the debt tempts some investors to become NBTs (neg basis traders) who long the debt and purchase CDS protection. If traders can't take leverage, nothing happens to the price of the debt. If basis traders can take leverage (which is nearly always the case because they're holding a hedged position), they can push up or depress the debt price, goosing swap premiums etc. Anyway. Enough technical details. I could keep going. This is a fascinating topic that is very poorly understood and explained, mainly because the people that caused it all still work on the street and use the same tactics today (it's also terribly taught at business schools because none of the teachers were actually around to see how this played out live). But it relates to the topic of today's lesson, so I thought I'd include it here. Work depending, I'll be back next week with a covenant breakdown. Most upvoted ticker gets the post. *EDIT 1\* In a total blowout, $PLAY won. So it's D&B time next week. Post will drop Monday at market open.
Hi, i saw this IQ Option site, and would like to give it a try, but i heard stories about how people cant withdraw or chart magically changes itself when you start trading with real money, that IQ Options is manipulating chart so you lose. i plan to invest only 40 $, no more and no less. should i proceed? if i make some money, i plan to quickly withdraw, so i can feel it is real thing. i heard a lot that this binary trading is risky, but i saw somewhere how to earn ever if you lose once. this is how they described: i deposit 40 $ on account, and i start trading only with 1$, because it supports that low. and if i lose 1 $ , next time, i multiply it with 2.5 so i could cover my first try and this secod try, so i can earn from both. so if i lose 1$ by putting on BUY, i invest 2.5$ and choose SELL, and if i lose again, i invest 6.25$ and choose BUY, and if i lose again i invest 15.62$ and choose SELL, and if i loose again i invest 39.06$ and choose BUY. those who explained this method say, that you will always win on this, it maybe dont have to be first try, but definitely you will not go more than 4 tries, you will always win this way and get money. so basically strategy is to chose opposite from what i choosed and to multiply by 2.5, so i can cover previous, and earn from all those. is IQ Options a scam, do they allow you to withdraw money without any problems, because i read that thay cant withdraw more money than how much you gave deposit if you payed with visa card, you need to use like skrill or similar ebanking in order to get money on visa card. and what other would you reccomend, because i needwithdraw to work every time.
I put together a little cheat sheet of how I think about which trade structure I use for what. This is obviously only covering a small portion of the trade universe but I thought it would be helpful to those a little overwhelmed with the choice within an options chain. The key here is keeping things simple. Knowing what a trade is expressing and how that applies to what you think/hope will happen. That main point is not wasting money with sloppy call or put purchases, and taking what the options market is giving you. Keep it simple, use the expected move and get the universe of trades closer to the binary decisions we make when we trade stock. Here's the full flowchart, bullish, bearish and neutral. You'll notice that it organizes by short premium in the middle and lower probability long premium trades as it gets to the edges (duh) but what I think is helpful is how even on the long premium trades it accounts for selling as much premium as possible to finance that view. (or at least an easier way to think about it) The focus is on 4 common (defined risk, multi-leg) options trades. Call spreads, put spreads, butterflies and condors and when to use them based on your expectations versus the crowd's. This is by no means an exhaustive list of potential trades. But these are a great starting point for those looking to use some smarter trade structures to express directional views. Strikes can of course be adjusted to slightly alter each trade. For instance, a call spread to the expected move can be set to be more in the money to get the breakeven in line with the stock, creating something quite similar to a stock alternative. And as a decision tree on each: Bullish Bearish Neutral Full post here where I go through some examples in CRM and ADBE over on OptionsEye. Let me know if you have any questions or any other ideas of trades you like in similar situations.
(Note: if you were following my earlier posts, I wrote a note at the end of this post explaining why I deleted old posts and what changed) Edit: Can't reply to comments since my account is still flagged as new :\. Thank you everyone for your comments. Edit: Made another post answering questions here.
Test data is untouched during training 10:1:1 train:val:test.
Yes, I consider it "deep" learning from what I learned at my institution. I use LSTMs at one point in my pipeline, feel free to consider that deep or not.
I'll be making daily posts so that people can follow along.
Someone mentioned RL, yes I plan on trying that in the future :). This would require a really clever way to encode the current state parameters. Haven't thought about it too much yet.
Someone mentioned how companies beat earnings 61% anyway, so my model must be useless right? Well if you look at the confusion matrix you can see I balanced classes before training (with some noise). This means that the data had roughly 50/50 beat/miss and had a 58% test accuracy.
TLDR: Not financial advice.
I created a deep learning algorithm trained on 2015-2019 data to predict whether a company will beat earning estimates.
Algorithm has an accuracy of 58%.
I need data and suggestions.
I’ll be making daily posts for upcoming earnings.
Greetings everyone, I’m Bunga, an engineering PhD student at well known university. Like many of you, I developed an interest in trading because of the coronavirus. I lost a lot of money by being greedy and uninformed about how to actually trade options. With all the free time I have with my research slowing down because of the virus, I’ve decided to use what I’m good at (being a nerd, data analytics, and machine learning) to help me make trades. One thing that stuck out to me was how people make bets on earnings reports. As a practitioner of machine learning, we LOVE binary events since the problem can be reduced to a simple binary classification problem. With that being said, I sought out to develop a machine learning algorithm to predict whether a company will beat earnings estimates. I strongly suggest TO NOT USE THIS AS FINANCIAL ADVICE. Please, I could just be a random guy on the internet making things up, and I could have bugs in my code. Just follow along for some fun and don’t make any trades based off of this information 😊 Things other people have tried: A few other projects have tried to do this to some extent [1,2,3], but some are not directly predicting the outcome of the earnings report or have a very small sample size of a few companies. The data This has been the most challenging part of the project. I’m using data for 4,000 common stocks. Open, high, low, close, volume stock data is often free and easy to come by. I use stock data during the quarter (Jan 1 – Mar 31 stock data for Q1 for example) in a time series classifier. I also incorporate “background” data from several ETFs to give the algorithm a feel for how the market is doing overall (hopefully this accounts for bull/bear markets when making predictions). I use sentiment analyses extracted from 10K/10Q documents from the previous quarter as described in . This gets passed to a multilayer perceptron neural network. Data that I’ve tried and doesn’t work to well: Scraping 10K/10Q manually for US GAAP fields like Assets, Cash, StockholdersEquity, etc. Either I’m not very good at processing the data or most of the tables are incomplete, this doesn’t work well. However, I recently came across this amazing API  which will ameliorate most of these problems, and I plan on incorporating this data sometime this week. Results After training on about 34,000 data points, the model achieves a 58% accuracy on the test data. Class 1 is beat earnings, Class 2 is miss earnings.. Scroll to the bottom for the predictions for today’s AMC estimates. https://preview.redd.it/fqapvx2z1tv41.png?width=875&format=png&auto=webp&s=05ea5cae25ee5689edea334f2814e1fa73aa195d Future Directions Things I’m going to try:
Financial twitter sentiment data (need data for this)
Data on options (ToS apparently has stuff that you can use)
Using data closer to the earnings report itself rather than just the data within the quarterly date
A note to the dozen people who were following me before Thank you so much for the early feedback and following. I had a bug in my code which was replicating datapoints, causing my accuracy to be way higher in reality. I’ve modified some things to make the network only output a single value, and I’ve done a lot of bug fixing. Predictions for 4/30/20 AMC: A value closer to 1 means that the company will be more likely to beat earnings estimates. Closer to 0 means the company will be more likely to miss earnings estimates. (People familiar with machine learning will note that neural networks don’t actually output a probability distribution so the values don’t actually represent a confidence).
What Your Customers Really Think About Your Binary Options Trading?
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Hi, i saw this IQ Option site, and would like to give it a try, but i heard stories about how people cant withdraw or chart magically changes itself when you start trading with real money, that IQ Options is manipulating chart so you lose. i plan to invest only 40 $, no more and no less. should i proceed? if i make some money, i plan to quickly withdraw, so i can feel it is real thing. i heard a lot that this binary trading is risky, but i saw somewhere how to earn ever if you lose once. this is how they described: i deposit 40 $ on account, and i start trading only with 1$, because it supports that low. and if i lose 1 $ , next time, i multiply it with 2.5 so i could cover my first try and this secod try, so i can earn from both. so if i lose 1$ by putting on BUY, i invest 2.5$ and choose SELL, and if i lose again, i invest 6.25$ and choose BUY, and if i lose again i invest 15.62$ and choose SELL, and if i loose again i invest 39.06$ and choose BUY. those who explained this method say, that you will always win on this, it maybe dont have to be first try, but definitely you will not go more than 4 tries, you will always win this way and get money. so basically strategy is to chose opposite from what i choosed and to multiply by 2.5, so i can cover previous, and earn from all those. is IQ Options a scam, do they allow you to withdraw money without any problems, because i read that thay cant withdraw more money than how much you gave deposit if you payed with visa card, you need to use like skrill or similar ebanking in order to get money on visa card.
Koinpro may be a new multi exchange but the developers and overall team pulling the strings on the platform are a savvy lot and experienced and technical know-how to handle the crypto market. With a wide variety of contracts and the ability to trade CFDs using Bitcoin, Koinpro is rapidly becoming a very popular and much-needed futures exchange.One of the main highlights of its features is the Double Up Double Up is more of a feature than a strategy, although you could refer to it as either a feature or a strategy. Until recently, it was alien to the Binary Options industry. Even, at this point, it is only available on a select number of enterprising brokers. ‘Double Up’ is exactly what the name suggests, doubling up your current position. The tool allows a trader to double the investment with the potential resultant effect of doubling the profits from a position at expiration of the contract. The Double Up tool, can therefore be seen as a tool that permits extensibility of your current trade like the “Extend/Rollover” and “Close Now” tools offered by brokers. How does Double Up Work in Binary Options? In general, to use the tool, you should be holding an in-the-money option, with decent time left before expiry, and then you can click on the double up feature (which is often a clickable tab selection on the Broker’s trading platform). By clicking on the feature, you double the potential liability and profit of your current position. Therefore, if you are in the clear when the contract expires, you will have double your initial profits, while the opposite is the case if the position ends out of the money. Nature of Double Up in Binary Options The feature is only available on the platforms of select brokers An option must be ‘in the money’ before the tool can be used Double Up can only be used at a certain point (usually within 5 and 10 minutes) prior to the contract’s expiration A Double Up position is opened at the market rate as at the time the tool is used. Hence, you could make double wins, double losses, or have contrasting results for the original contract and the newer double up contract. Like several innovative features in the financial markets, the Double Up tool may be a blessing or a curse depending on when and how it is used. This is because, while it is marketed as a profit-boosting tool, it can also be a loss-compounding tool. https://koinpro.com/ https://bitcointalk.org/index.php?topic=5219842
The outcome is whether a winning payout or nothing. It brings me to the main point, that is the difference between making and losing money in binary options. For all traders, trading practices and mindset is necessary. Furthermore, newbie and inexperienced traders see binary options as a one-time opportunity to score a big payout. Even with so many ways to mess up, beginners to binary option trading can make money if they work hard and follow a system. The key to binary options trading is to control risk. As a result, a trader can never lose too much money on any particular trade. Today, binary options have become an innovative way to make easy money. The rules are simpler when compared to other trading options and traders have a better chance of making profits. But then again, like in any other trade, it’s imperative that when trading in binary options, you calculate your risks, build on your trading strategies, and Make Money Binary Options Trading. To start, let’s be clear: you can make money binary options trading.It’s definitely possible to generate a consistent profit. Smart traders do it every day, executing binaries in everything from oil and gold to stocks and currency pairs.. The question is, is it as easy to make money as a lot of websites claim? 6 Useful tips to prepare yourself for making money from binary options: 1. Practice binary options trading. Before you go further down the list, you need to know that there are many brokers who offer free practice accounts where you can try out strategies or to get familiar with binary options trading process. These demo or practice accounts
How to Make Money Online with Binary Trading - $2000 in 5 minutes [Binary Strategy 2017]
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