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Trading the MACD divergence

fintech #trading #algotrading #quantitative #quant #technical #strategies

Trading the MACD divergence Moving average convergence divergence (MACD), invented in 1979 by Gerald Appel, is one of the most popular technical indicators in trading. The MACD is appreciated by traders the world over for its simplicity and flexibility, as it can be used either as a trend or momentum indicator.
Trading divergence is a popular way to use the MACD histogram (which we explain below), but unfortunately, the divergence trade is not very accurate, as it fails more than it succeeds. To explore what may be a more logical method of trading the MACD divergence, we look at using the MACD histogram for both trade entry and trade exit signals (instead of only entry), and how currency traders are uniquely positioned to take advantage of such a strategy. Key TakeawaysMoving Average Convergence Divergence (MACD) is a trend-following momentum indicator that shows the relationship between two moving averages of a security’s price. Traders use the MACD to identify when bullish or .....
Continue reading at: http://www.investopedia.com/articles/forex/05/macddiverge.asp
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Importance of Technical Indicators

Importance of Technical Indicators

Introduction:

Much after they emphatically show toward a path, it just means there is a decent possibility or likelihood that the market will take that heading, not an assurance. It's likewise great to recall that specialized markers depend on information gathered from past exchanges. Each exchange is unique thus it is conceivable that authentic data probably won't be adequate to effectively discover future market developments. Additionally, recollect that a marker ought not to be utilized in seclusion. It ought to be utilized in mix with others. Given underneath are a few pointers that can demonstrate to be useful in apportioning probabilities, obviously like we said previously, don't depend on them to foresee advertise developments.

https://preview.redd.it/yqodp11g6s541.png?width=560&format=png&auto=webp&s=b67a38b65690923ba7ccb39436dd5ba7ab50a7f9

MACD:

MACD is known as the moving average convergence divergence calculation is a covering indicator used to track trends. The MACD consists of 2 exponential moving average and histogram. It is to keep in mind that these two lines in the indicator are not simple moving averages because many traders think it that way.

Forex Index:

The force index tells you how much force or volume is behind a trade. The manner in which this can help you is by helping you see what's happening underneath the surface. So if a pattern is going up and the Force Index is going down, it implies that the volume is diminishing and the pattern will likely return soon. So it sets you up for what's to come

Stochastic Oscillator:

The Stochastic Oscillator shows you overbought or oversold conditions. Overbought and oversold sign is significant on the grounds that it gives you when to anticipate that the pattern should go down when it has been going up for some time.
On the off chance that a cost goes excessively high excessively quick, it implies that that pair is very nearly being overbought and therefore it will return. So it cautions any merchants who may be going to enter an exchange taking a gander at the pattern that it may before long return because of the restorative wave. Additionally, on the off chance that it descends too rapidly that shows that it is oversold thus it will before long skip back thus you have to act in like manner.
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New rule! Also are cryptocurrencies an investment, will there be a crash? Everything answered here!

This is going to be the only crypto post for now and an announcement:
Rule 6: Bitcoins & cryptocurrenies should be discussed in CryptoCurrency. Posts regarding this topic will be automatically removed.
If there's a stock correlated with cryptocurrencies, like coinbase going IPO, then that's fine, you might have to message the mods after posting to have it approved, no big deal.
Also if you're questioning whether something is an investment or not, just search for it on personalfinance. For general currency trading strategies, see forex .
If you're wondering if bitcoins are an investment or if there will be a crash, read on.

Are cryptocurrencies an investment?

This post is going to deal with bitcoins & cryptocurrencies as an investment... they're more speculative. All currencies are speculative mostly due to how the forex market works, but more because of exchange rates between countries keep currencies balanced (including inflation, country debt, interest rates, political & economic stability, etc), so you can only profit in price fluctuations.
Sure you could buy the currency of a depressed country, like Mexico decades ago, and then hold in the hopes it'll go up (which it did for Mexico), but that's also speculation (no one knew Mexico would pay off so much debt).
Bitcoins are also affected by other countries' currency values, but more so by the future expectation of legitimacy, world wide adoption, limited gains from mining, and eventual limit in supply. But at any given moment the United States could pay off more debt, raise interest rates to reduce inflation (or cause deflation), grow GDP, or even reduce the supply of USD all of which would increase the value of USD (keep in mind bitcoins can't do any of these things).
Far too many people are treating cryptocoins as an investment because currently (June 5th 2017) a lot of crypto investors are worth a lot of money, god bless you people, so this post will also help you determine if we're headed for a crypto crash and maybe you can keep those profits.

Should I invest in cryptocurrencies?

Understand that an investment is something you hope will go up in the future or provide income, both of which for the long term vs speculation which profits on short term inefficiencies.
Speculative securities are typically commodities, options, bonds, and currencies, but also stocks that are volatile enough to give you extreme returns or extreme loses.

Examples of investments:

Examples of speculation:

Reducing the risk of speculation

Typically for speculation you reduce risk by reducing your trade size and timeframe, but since you're trying to invest into something that is speculative, you can try:
Asset allocation, a strategy that reduces risk.. If you're 80% stocks, 15% bonds, 4% gold, and 1% bitcoins, if something were to happen to bitcoins, you still have 99% of your money.
But even very aggressive long term portfolios leave speculation out completely and just go 100% stocks because stocks benefit from growth while speculative securities like gold benefit from global turmoil in the short term. Only mid risk & mid term portfolios can take advantage of gold's speculative returns.
I also mention asset allocation because many crypto investors have been using this strategy on a portfolio of 100% crypto coins, but that doesn't help you reduce the overall risk of crypto coins, you're just reducing the risk of 1 speculative asset with another speculative asset. 100% crypto portfolio would face the same risks such as being made illegal, IRS aggressively hunting down crypto profits, a drop in correlated coin markets, or just a loss of popularity would all cause a sell off. Even the USD or Chinese currencies becoming more valuable would reduce the value of crypto coins.

Should I buy coins right now?

Cryptocoins are a better investment after a period of consolidation when volatility has stabilized:

Bitcoin 2013/2014 speculation, chart

Bitcoin 2015 consolidation, chart

Source Bitstamp exchange, while the volume is #2 to GDAX, Bitstamp is better to look at for historical price/data, more charts here.

RSI & MACD key for above charts and primer

Analyzing overbought signals

So the first chart above have RSI & MACD screaming that bitcoin is overbought and you shouldn't invest in 2013/2014.
The black squares in the 2nd chart show consolidation and reduced volatility, a "better" time to invest. If you were trading short term, it would be a whole different story, and there would be opportunities to buy & short, but since this is written for investing, the small overbought signals are ignored, so if you were to buy Bitcoin at $300 inside the first blacksquare (2nd chart) and then it suddenly drops to 25%, it's okay because the volatility is much lower compared to previous price movements (nothing compared to 80% loss in the 1st chart). Any investor would tell you a 25% drop is terrible, but bitcoins are speculative and that kind of drop is pretty damn good for this level of volatility.

Nothing goes straight up forever

and anything that comes near this vertical incline will eventually lose 80% to near 100%, always happens, it's usually preceded by emotions (price euphoria), attention, and increased volume, all classic signs that something is becoming riskier.
Other speculative securities gaining multiples and then losing 80% to near 100% of value:

Notable comments on reddit:

*This is just to get you guys looking at different subs on this topic, and yeah it's mostly anti-crypto, but don't let that discourage you.

Is Bitcoin going to crash?

Maybe, the signals are getting louder, you tell me: The only chart you wanted to see this entire time.
So based on the above chart, is bitcoin overbought? MACD levels are the same as 2013's crash, but the increased in value is around 4.3x or 2.4x (depending on which you look at), so maybe we'll see another spike before a crash, I don't know, it's up to interpretation right now. There's the emotional price levels of 3000 and 4000 that we might have no problem getting to in an overbought environment before a correction. And how big will the correction be? I think 80%, but it very well could be around 50% down to $1200, the previous level of resistance which would become support.
I put everything above in its own wiki here.
Well I hope that helps everyone. Sorry to anyone that may feel butthurt on classifying cryptocoins as speculation, I hope you understand the facts. Feel free to argue or agree with this. If I made any mistakes and you point them out, I'll correct them and give you credit for it in an update to this post and the wiki.
Also the automod will is just going to blanket remove posts (not comments) with the following keywords {crypto, bitcoin, btc, etherium, altcoin} (see update 4 below) (this will eventually get relaxed if Coinbase ever IPOs) and then it'll send the user this message:
"Sorry your post[link] was removed in stocks because of rule 6: Bitcoins & cryptocurrenies should be discussed in CryptoCurrency. You can find more information in our are-cryptocurrencies-investments wiki. If you're trying to discuss a non-OTC stock related to cryptocoins like Coinbase IPO, or this was just a mistake, message the mods and they'll approve your post, thanks."
Update: Created wiki, added relevant websites and sub reddits. Also turned on automod reply.
Update2: those relavant websites and subreddits I put into the wiki, thanks u/dross99 for recommending ethereum

Relevant websites/wikis

Relevant subreddits

  • CryptoCurrency - main sub to learn about all bit & altcoins
  • ethtrader - trading eth
  • ethereum - for more eth information
  • btc - the place to have bitcoin discussions or r/CryptoCurrency; while Bitcoin does have a lot of information on Bitcoins in general, you'll find many reddit subs completely opposed to Bitcoin for heavy censorship of discussions, especially those critical of bitcoins, so you're better off reading the sub's wikis and discussing bitcoins in btc & r/CryptoCurrency
  • personalfinance
Update3: Shoutout to the mods on CryptoCurrency
Update4: Updated auto mod keywords, it's not a blanket catch all, a little completed to understand if you don't know regex but it looks like this
"crypto ?(trading|investing)","(should(| I)|could(| I)|can(| I)|how to|is it worth) (buy|sell|mine|min)(|ing) (btc|btcs|bitcoin|ether|etherium|eth|litecoin|ripple|altcoin)" 
submitted by provoko to stocks [link] [comments]

r/Stocks Technicals Tuesday - Dec 25, 2018

Feel free to talk about technical analysis here (not argue against it), but before you ask any question make sure you see the following information:
Technical analysis (TA) uses historical price movements, real time data, indicators based on math and/or statistics, and charts; all of which help measure the trajectory of a security. TA can also be used to interpret the actions of other market participants and predict their actions:
Measure: Is the security's price trending, has it dipped or is it a falling knife? Interpret: Does the current price mean investors think it's undervalued or overvalued; when did they buy/sell more and why? Predict: If price reaches a certain point, will there be a rally or get rejected?
The main benefit to TA is that everything shows up in the price (commonly known as priced in): All news, investor sentiment, and changes to fundamentals are reflected in a security's price.
TA is best used for short term trading, but can also be used for long term.
Intro to technical analysis by Stockcharts chartschool and their article on candlesticks
Terminology
Useful indicators
Methods or Systems
Strategies: See the TA wiki here as this will be a work in progress, feel free to reply with your own strategy.
See our past daily discussions here. Also links for: Technicals Tuesday, Options Trading Thursday, and Fundamentals Friday.
submitted by AutoModerator to stocks [link] [comments]

r/Stocks Technicals Tuesday - Nov 27, 2018

Feel free to talk about technical analysis here (not argue against it), but before you ask any question make sure you see the following information:
Technical analysis (TA) uses historical price movements, real time data, indicators based on math and/or statistics, and charts; all of which help measure the trajectory of a security. TA can also be used to interpret the actions of other market participants and predict their actions:
Measure: Is the security's price trending, has it dipped or is it a falling knife? Interpret: Does the current price mean investors think it's undervalued or overvalued; when did they buy/sell more and why? Predict: If price reaches a certain point, will there be a rally or get rejected?
The main benefit to TA is that everything shows up in the price (commonly known as priced in): All news, investor sentiment, and changes to fundamentals are reflected in a security's price.
TA is best used for short term trading, but can also be used for long term.
Intro to technical analysis by Stockcharts chartschool and their article on candlesticks
Terminology
Useful indicators
Methods or Systems
Strategies: See the TA wiki here as this will be a work in progress, feel free to reply with your own strategy.
See our past daily discussions here. Also links for: Technicals Tuesday, Options Trading Thursday, and Fundamentals Friday.
submitted by AutoModerator to stocks [link] [comments]

r/Stocks Technicals Tuesday - Dec 11, 2018

Feel free to talk about technical analysis here (not argue against it), but before you ask any question make sure you see the following information:
Technical analysis (TA) uses historical price movements, real time data, indicators based on math and/or statistics, and charts; all of which help measure the trajectory of a security. TA can also be used to interpret the actions of other market participants and predict their actions:
Measure: Is the security's price trending, has it dipped or is it a falling knife? Interpret: Does the current price mean investors think it's undervalued or overvalued; when did they buy/sell more and why? Predict: If price reaches a certain point, will there be a rally or get rejected?
The main benefit to TA is that everything shows up in the price (commonly known as priced in): All news, investor sentiment, and changes to fundamentals are reflected in a security's price.
TA is best used for short term trading, but can also be used for long term.
Intro to technical analysis by Stockcharts chartschool and their article on candlesticks
Terminology
Useful indicators
Methods or Systems
Strategies: See the TA wiki here as this will be a work in progress, feel free to reply with your own strategy.
See our past daily discussions here. Also links for: Technicals Tuesday, Options Trading Thursday, and Fundamentals Friday.
submitted by AutoModerator to stocks [link] [comments]

r/Stocks Technicals Tuesday - Dec 18, 2018

Feel free to talk about technical analysis here (not argue against it), but before you ask any question make sure you see the following information:
Technical analysis (TA) uses historical price movements, real time data, indicators based on math and/or statistics, and charts; all of which help measure the trajectory of a security. TA can also be used to interpret the actions of other market participants and predict their actions:
Measure: Is the security's price trending, has it dipped or is it a falling knife? Interpret: Does the current price mean investors think it's undervalued or overvalued; when did they buy/sell more and why? Predict: If price reaches a certain point, will there be a rally or get rejected?
The main benefit to TA is that everything shows up in the price (commonly known as priced in): All news, investor sentiment, and changes to fundamentals are reflected in a security's price.
TA is best used for short term trading, but can also be used for long term.
Intro to technical analysis by Stockcharts chartschool and their article on candlesticks
Terminology
Useful indicators
Methods or Systems
Strategies: See the TA wiki here as this will be a work in progress, feel free to reply with your own strategy.
See our past daily discussions here. Also links for: Technicals Tuesday, Options Trading Thursday, and Fundamentals Friday.
submitted by AutoModerator to stocks [link] [comments]

r/Stocks Technicals Tuesday - Dec 04, 2018

Feel free to talk about technical analysis here (not argue against it), but before you ask any question make sure you see the following information:
Technical analysis (TA) uses historical price movements, real time data, indicators based on math and/or statistics, and charts; all of which help measure the trajectory of a security. TA can also be used to interpret the actions of other market participants and predict their actions:
Measure: Is the security's price trending, has it dipped or is it a falling knife? Interpret: Does the current price mean investors think it's undervalued or overvalued; when did they buy/sell more and why? Predict: If price reaches a certain point, will there be a rally or get rejected?
The main benefit to TA is that everything shows up in the price (commonly known as priced in): All news, investor sentiment, and changes to fundamentals are reflected in a security's price.
TA is best used for short term trading, but can also be used for long term.
Intro to technical analysis by Stockcharts chartschool and their article on candlesticks
Terminology
Useful indicators
Methods or Systems
Strategies: See the TA wiki here as this will be a work in progress, feel free to reply with your own strategy.
See our past daily discussions here. Also links for: Technicals Tuesday, Options Trading Thursday, and Fundamentals Friday.
submitted by AutoModerator to stocks [link] [comments]

Whether the Euro Will Continue the Uptrend?

Good news! The Euro was positive at the very first Forex trading day of 2012. Seen from the Forex daily chart of yesterday, the Euro once even broke out the resistance line 1.3000. Wow, indeed, this piece of news brought Forex traders hope that the euro may possibly continue the uptrend in most time of the following year. Well, is it true? I am still going to share with you my analysis. Technical Forex Analysis On the Forex daily chart, the euro rebounded strongly and once even broke out the former resistance line 1.3000 and it seems that it may possibly continue its uptrend. We can see that the price is moving divergently with the EMA; moreover, on the MACD indicator, the histogram is moving closer to the zero line, indicating that the price is going upwards. According to my own Forex analysis, the resistance line is 1.3080, and the support line is 1.3000. Meanwhile I suggest that Forex traders consider setting stop loss orders right above the line 1.3100.
Fundamental Forex Analysis As usual, although up until now there is no new negative news released about the euro; Forex traders, especially institutions like banks are still wondering whether the euro can pick up its uptrend and they believe that the euro is going to move in recession first in the Forex market. Therefore, in the fundamental perspective, I am not that optimistic towards the trend of euro. In conclusion, I still suggest that Forex traders should trade calm and put their emotions down. Whatever good signals the Forex chart may show us, we might take the fundamental Forex analysis into consideration as well.
submitted by babafemibabafemi to Forex [link] [comments]

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MACD Indicator (It's Not Great, BUT....) - YouTube

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