Crypto mining blog

Crypto mining blogBitcoin Robot Trading Bot With New Trading Strategy

If you have been following our reviews of automated trading solutions for crypto currency trading, they youve probably seen our review of the BTC Robot automated Bitcoin trading robot. One of the things we have noted in our review is that the trading strategy utilized in the robot has relied on data form MtGox and that is not anymore possible with the current situation with MtGox. However the authors of the software have already announced that they have implemented a change in the software, so that it will still be fully functional and making profit from automated trading on the BTC-E crypto exchange (the only exchange supported). Apparently Mtgox has been replaced by Bitstamp some time ago in BTC Robot trading algorithms, so the issues with MtGox should not affect the robot in any way.

As we have already reported in our review, we are recommending to go for the plans where you get the robot cloud hosted and not in a downloadable form as weve had some trouble with it. Also note that our review of the product coincided with the start of the trouble that MtGox had before completely closing down, so our trading experience with the automated trading robot was not too positive. But if you are interested in trying it out, then you may do so now that it no longer relies on MtGox data. We have also tested the 60 day money back guarantee and it works, though it may take 2-3 days for you to get your payment back if you are not happy with the software. This kind of works as a kind of trial mode for the BTC Robot automated Bitcoin trading robot, so you can try it for a bit and if you are not happy with the software or the results to get your money back. Another thing that we still havent tried is a version of the automated trading software for trading Litecoin called LTC Robot that you can also get either as bonus with the BTC trading software or for a little extra on top for what you pat for the Bitcoin trading product.

Aluna crypto currency-trading

Aluna crypto currency-tradingThursday, March 27, 2014

How to Develop a Profitable Bitcoin & Altcoins Daytrading Strategy - Fundamental & Technical Analysis - An Intermediate Tutorial

Fundamental Analysis

I believe that for an Altcoin to be worth anything at all, it MUST first have technical aspects which are built with the future in mind. This is what solely determines if a cryptocurrency has the potential for the mid to long term. Even with 5 new altcoins launching everyday, you barely see 1 a month that can last even the mid-term.

Then, after that I judge the coins based on 7 mediating factors; developers, community, branding/marketing, popularity/virality, novelty, infrastructure, and liquidity. For more about fundamental analysis and an explanation of these factors, read up on the first few sections in my previous post about picking and trading the next profitable altcoin. In this post, I will focus more on technical analysis and trading strategies instead.

With so many coins out there, I like to use these above factors to weed out all the weaker shitcoins, and focus on altcoins which are substantially different from others, and more importantly, provide more value than other cryptocurrencies. After which, I use Technical Analysis to judge entry/exit positions for trading them.

What else do you think makes a cryptocurrency fundamentally better than another, and more sustainable as a currency?

— Alvin Lee (onemanatatime) March 10, 2014

Technical Analysis

Many will probably agree when I say that the Altcoins market is akin to the "penny stocks" of cryptocurrencies. In this sense, most altcoin markets have much lower liquidity, but have much higher volatility. Since there are over 200 different cryptocurrency markets to date, I prefer to narrow down my list of altcoins to a small handful, and buy under-valued coins or trade the breakouts. You're going to find it really tough to be watching more than 5 altcoins at the same time, so I highly suggest keeping your list small, and adapt your watchlist to the fast changing markets.

If you're new to technical analysis, here's a really good beginner's video on daytrading Penny Stocks, which also explains the basics of chart reading and an introduction to basic trading jargon that I'll be using throughout this post. The important concepts to take note of are resistances supports, breakouts that coincide with high volume, and the general idea that "what goes up must come down".

So after you get the basics sorted out, you should be ready to learn how to trade! I'm gonna break this intermediate technical analysis tutorial down into five main portions, and have compiled videos from other trading experts to give even beginners a better overall idea, and teach you all you need to know to devise your own Bitcoin Altcoins trading strategy.

Bitcoin trading strategies backtest with pyalgotrade

Bitcoin trading strategies backtest with pyalgotradeBitCoin Trading Strategies BackTest With PyAlgoTrade

( 2 votes, average: 5.00 out of 5)

Written by Khang Nguyen Vo, khangvo88gmail. for the RobustTechHouse blog. Khang is a graduate from the Masters of Quantitative and Computational Finance Program, John Von Neumann Institute 2014. He is passionate about research in machine learning, predictive modeling and backtesting of trading strategies.


Bitcoin (or BTC) was invented by Japanese Satoshi Nakamoto and considered the first decentralized digital currency or crypto-currency . In this article, we experiment with a simple momentum based trading strategy for Bitcoin using PyAlgoTrade which is a Python Backtesting library. The Moving Average Crossover trading strategy we start with is defined as:

The bitcoin data can be obtained from Bitcoin charts. The raw data of this source is at minute based sampling frequency and we group the data to 15-minutes prices as follows:

BitCoin Trading Strategy BackTest With PyAlgoTrade

Forex trading bitcoin

Forex trading bitcoinDescription

Bitcoin for beginners a guide on everything bitcoin related

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How to create a bitcoin wallet

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Where to buy bitcoins

Trade the popular crypto currency, Bitcoin, with innovative Nadex Bitcoin Binary Options!

What are Bitcoin Binary Options?

Bitcoin binary options allow traders to participate in the popular Bitcoin market with limited risk, short-term contracts in a transparent, regulated marketplace.

Nadex offers unique daily and weekly Bitcoin binary option contracts, based off the Tera® Bitcoin Price Index.

Why Trade Bitcoin Binary Options?

Bitcoin Binary Option Example

A Bitcoin binary option asks a simple YES/NO question.

Will the underlying price of Bitcoin be above $379.5 at 3:00pm today?

If you think yes . you buy the binary option. If you think no . you sell .

The price at which you buy/sell is not the actual price of Bitcoin, but rather a value between zero and 100.

For example, Bitcoin > 379.5 (3:00PM) may be priced at 42.50/48.50 . The first figure is the bid price, the second is the offer price.

The bid/offer price fluctuates throughout the day, but the binary option always settles at either 100 (if the answer is yes) or zero (if the answer is no). Your profit/loss is calculated using the difference between the settlement price (zero or 100) and your opening price (the cost of the original position you bought or sold at).

How Are Bitcoin Contracts Settled?

All Nadex Bitcoin binary options are settled by the last tick before expiration of the Tera® Bitcoin Price Index.

Ready to Trade Bitcoin Binary Options?

Should you trade bitcoin an expert view

Should you trade bitcoin an expert viewShould You Trade Bitcoin? An Expert View

Is the Bitcoin market one that you should be interested in? The answer may be yes, but the entry point will depend on what type of investor you are. This special blog, provided by Alan Edwards of Bithedger will provide some insight for investors and traders who are considering whether to enter the market of the crypto currency Bitcoin.

Alan Edwards is a Quant Strat with 15 years experience in risk management in The City of London. Follow him on Twitter: Bithedge

Bitcoin market problems

Liquidity concentration risk is a major problem for variety of reasons, the currency needs to penetrate more into the world economy to increase diversification and the infrastructure of exchanges need to be more robust. Until risk concentration diversifies and exchanges increase in size, robustness and quality, Bitcoins will remain a high risk asset that can only be traded in relatively small volumes with high spreads and lag that makes leveraged trading unfeasible. In traditional Forex economic news events are the primary source of valuation volatility. The concentration of volatility around publication of key economic data acts as the drivers for trends on the market. Without the underlying financial fundamentals of fiat currencies, Bitcoin valuations are not driven by the same drivers which will require Bitcoin FX traders to develop new valuation methods in a very dynamic environment. As a result the number one concern for traditional investors is the unpredictable volatility which the above all contribute to to different degrees. But Traders love volatility, at least volatility that they can predict trends from.

Who, Why, and How one should invest in Bitcoin

The above chart that has been widely circulated suggests that Bitcoin’s value is driven by media interest, though it is so broadly presented that you could conclude quite a number of relationships or not between media and Bitcoin valuations. A comparison of 2 normalized sets of data below based on Google Trend data and Bitcon Close prices shows that the media interest lags the valuation changes, reflecting the interest of main stream media following the reporting of large changes in the price. Media spikes are therefore not driving the price, just lagging the reporting of the price changes which are being driven by geo political events and normal momentum based dynamics of an Forex market (admittedly a not very dynamic one).

An important aspect of this relationship in financial engineering terms is the potential for Graph Theory to replace the financial engineering framework which like Value at Risk we already know does not work. Bitcoin and Graph Theory will provide the missing link between the market momentum of psychology and the index price changes.

The Bitcoin economy outside speculation is largely driven by the miners or early participants who have acquired Bitcoins and are in the money, which means that have a specific reason that they want to use Bitcoins as a traditional currency. They do not have to worry about “moneyness” of their position and will spend them alongside real world currency. The Bitcoin scheme is a rare example of a large scale global payment system in which all the transactions are publicly accessible (but in an anonymous way). Drawing from the analysis here and the inherent risks of the current infrastructure entering the market now to actually own Bitcoins in any serious quantity is only advisable for long term investors, who can afford to, or have the knowledge to both acquire and to secure Bitcoins in large quantities. After the event hedging of Bitcoins rather than predictive hedging, as a consequence of the problems raised above, makes long term investment the current optimal solution for Bitcoin ownership. Accurate price prediction is difficult but expected returns within the year would make this type of investment worthwhile.

If you’re a trader who wants to take advantage of Bitcoin volatility and sufficient knowledge or systems to manage the volatility, it may be recommend to try spread betting with established institutions that have begun to offer these services. Still, spread betting provides a limited form of access to the underlying currency for traders and will always be secondary to real time broker based leveraged trading. Fortunately trading Bitcoins alongside traditional currencies will soon be a reality with brokers like OANDA already making announcements that indicate interest in future Bitcoin services. This is just further confirmation that the ecosystem around Bitcoin will grow and improve, and that the Bitcoin ecosystem looks more promising than ever.

The Future of Bitcoin

There is a rapid transformation taking place, with payment system providers such as PAYPAL and Venture Capitalists are all talking very publicly about their interest in Bitcoin. Google has entered the market in support the Bitcoin competitor, Opencoin. Silicon Valley is taking notice. The moment Paypal/OANDA confirm their future relationship with crypto currencies (yes there are many: Litecoin, PPcoin, and Terracoin to name a few) will be the alarm for you to start preparing for Bitcoin professional trading.

Bitcoins geopolitical independence makes it perfect for trading since it can achieve what other currencies cannot; a purely market-driven currency free from political intervention by the states it is backed by. There is nothing to stop the USD being replaced by a crypto currency as a reserve currency. In fact in a world of economic currency wars, having a stateless currency such as Bitcoin could be considered to be an ideal scenario. If western financial interests continue their program of regulation to squelch Bitcoin, expect other markets to step up to the plate, adopt crypto currencies, and provide markets. Imagine if the Asian axis Hong Kong adopted Bitcoin as standard, essentially weaponizing cryptocurrencies against western currencies. Imagine rebel BRICS deciding to use Bitcoin as their currency of choice for trade. The game of Bitcoin is not controlled by any nation, its regulators or its banks, it is a GLOBAL phenomenon, one entering existing currency wars.

Bitcoins are no more vulnerable than the rest of the financial system. If authorities were to close down the internet, how safe is any wealth stored electronically? Bitcoin has no central servers and the encrypted Bitcoins remain on your computer. The question, how do you access your funds when the government shuts down the net? applies to ATM networks and traditional banking just as much as it does to Bitcoin. Purists will point out that gold or cash doesnt need any power source to operate as Bitcoin does, to which It has been said,

Bitcoins real opportunity comes when brick and mortar merchants adopt Bitcoin to save what have become for them exorbitant transaction fees, and adding to their bottom line. The markets will adjust to to these realities in order to participate in the opportunities Bitcoin and other crypto currencies present for investors. $1 billion in Bitcoin was traded in April 16x the young currencys previous record. Whether Bitcoin behaves like a currency or a commodity is still being argued, while the markets for them only seem to be growing, and services in the Bitcoin environment are sprouting up from Main Street to Wall Street.

Bitcoin will not disappear or implode in the short term, though we expect to see a lot of price fluctuations occurring as institutional players from many sectors stake their claims both ideological and financial. There will be a storm of VC capital looking to get on the gravy train, and the normal rules apply: there will be winners and losers, a shakeout, and repositioning as events drive and influence each other.

Bitcoin will not disappear or implode in the short term - expect the midterm to be volatile but always on upward trend. Bitcoin is in fixed supply, just like land, but infinitely divisible, deflationary, and decentralized. Remember the digital real estate land grab that the internet unleashed? Apply that concept to enforced scarcity baked into the digital protocol of a currency, outside of central control. There will be competition for the possession and use of this resource, just as there has been for other digital resources such as Intellectual Property. Bitcoin is nothing less than the digital expression of the idea of what a currency both is, and can be a medium of exchange with an applied value agreed upon by various actors through the unfettered market of transactions utilizing it, competing to determine its value.

Though only available in fixed, limited supply, Bitcoin has demonstrated the demand for an exchange currency not controlled by a central authority. There is no central point to shut Bitcoin down. You can’t point a gun at a prime number and expect things to change. And we all know how effective governmental attempts to shut down peer-to-peer networks have been. The digitalization of entertainment disrupted monopolies, 3D printing machines are disrupting production monopolies, and crypto currencies are going to disrupt transaction monopolies.

Nobody can predict the long-term possibilities for Bitcoin. Either Bitcoin is worth zero, or is worth 10,000 to 100,000 each. It will take years for the market to figure out which it is. Until then, dont expect Bitcoin to go away.

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Bitcoin brokers the top7trading options compared

Bitcoin brokers the top7trading options comparedBitcoin Brokers: The Top 7 Trading Options Compared

Trade Bitcoin With Plus500

Plus500 has a bitcoin CFD based on BTC-E’s price feed. The spread usually ranges around $7 or 1.43%. No minimum deposit is required to open an account, plus the company currently has an offer for $25 free, no deposit required. Plus500 doesn’t have a MetaTrader 4 option. The current maximum leverage for opening a bitcoin position is 17:1. After opening, the required margin to keep that position open is 3% or around 33:1. You can read the rest of the terms for Plus500 Bitcoin CFD here .

The conditions for the CFD on offer are subject to change. During the massive bitcoin rally in November 2013, the company lowered the maximum leverage from 20:1 all the way down to 1:1. The move wasn’t that unusual for the time period as the exploding volatility caused several other forex brokers with bitcoin CFDs to implemented similar restrictions in a bid to lower their increased risk exposure. If you decide to gain exposure to bitcoin through a CFD, keep in mind that the provider of the instrument may change the terms at any time.

Plus500 is well regulated by UK’s FCA (Financial Conduct Authority) and Australia’s ASIC (Australian Securities and Investments Commission). No US clients are allowed, USD deposits are accepted.

Trade Bitcoin With Bitstamp

BitStamp is currently the bitcoin exchange with the largest trading volume, according to BitcoinCharts. You can buy bitcoins for US Dollars (USD) or sell your bitcoins and get USD. At BitStamp, you can only trade the BTC/USD; the exchange doesn’t offer any other cryptocurrency pairs. If you deposit Euros, for example, the funds will be converted into USD before being deposited to your BitStamp account. There is no minimum account size and no leverage is offered. There is no shorting capability. US clients are accepted and the exchange does accept wire transfers in US Dollars.

BitStamp isn’t regulated. For bitcoin only businesses this isn’t uncommon, as the industry is still very new and regulations have yet to be drawn up by the relevant authorities. The company is registered in the United Kingdom and complies with UK Anti-Money Laundering and Know Your Customer Laws.

BTC-E is likely based in Bulgaria, although no proof of registration has been offered by the anonymous owners. While the exchange is somewhat of a black hole, it does seem to be working, for now, without any major problems. It is currently the second bitcoin exchange by trading volume, according to BitcoinCharts. BTC-E offers two types of accounts; a main exchange account and a MetaTrader 4 (MT4) account. The main exchange account offers no leverage and no shorting capabilities. The MT4 account is a lot more versatile. In order to fund your MT4 account, you have to use US Dollars. If you own bitcoins or other cryptocurrency, you first have to sell it for USD on your exchange account and then use the dollars to fund your MT4 account.

In addition to bitcoin trading, BTC-E also offers three other virtual currencies in its MetaTrader Option: Litecoin, Namecoin and Peercoin. The fiat currencies on offer are USD, EUR, and RUB. The cross-mixing of these six currencies leads to a total of 11 cryptocurrency pairs on offer.

Bitcoin Price Quotes

All pairs can be shorted and a maximum of three to one leverage is offered, although you can opt-out for a smaller risk profile when creating your MT4 account.

Trade Bitcoin With AvaTrade

According to their site, AvaTrade is a forex broker registered in Ireland and regulated by the Central Bank of Ireland. The minimum deposit to open an account is $100.00. You can use the same forex account to trade digital currencies. The company currently offers CFD trading in Bitcoin and Litecoin. AvaTrade offers a maximum of 20 to one leverage for trading these virtual currencies, although the downside of that are the higher spreads. While the broker doesn’t charge a commission like BTC-E, AvaTrade marks up their spreads by $6.00 over the current market price as compensation. Thus, the overall cost to trade is around two to three times higher when trading the BTC/USD pair compared to BTC-E. The CFD, with the 20:1 leverage, expires on Friday. The rolling contract expires monthly and can only be traded with a maximum leverage of 2:1. You can find out more details about their CFD offers here .

One of the main drawbacks of AvaTrade is that you can’t trade on the weekend. All other bitcoin exchanges/brokers are open during this time window. This can lead to missing major moves as trading on all other venues continues unabated. Currently, AvaTrade does not accept US clients. However, deposits in US Dollars are possible.

Trade Bitcoin With FX Open

FXOpen is a well-known name in the forex market. The FX broker is registered and regulated in New Zealand. The firm follows standard AML and KYC laws, like most regulated forex brokers. FxOpen offers a variety of different funding and withdrawal options that a lot of the bitcoin only exchanges don’t have. These include debit cards, credit cards, Skrill, Neteller, and Payza. In addition, the company also accepts three cryptocurrencies for deposit and withdrawal; Bitcoin, Litecoin and Namecoin.

FxOpen offers a specialized MT4 Crypto Account. The minimum deposit is $10.00. The fee per side is 0.25% of the base currency. The crypto account is identical to BTC-E’s MT4, which is not surprising considering that the Bulgaria-based exchange partnered with FxOpen a few months ago and used their technology to kick-start their MT4. As an added bonus of opening an account with FxOpen, you can trade 50 forex currency pairs. You can also easily transfer funds before your forex and crypto trading accounts, although this process can take a few hours and carries a charge of $1.00.

Trade Bitcion With BTC. SX

BTC. SX is dually registered in Singapore and the United Kingdom. The company is somewhat unique as it is a bitcoin only business; no fiat deposits are possible. The leverage offered is 10 to one. The exchange uses the BitStamp price feed and marks up the spread. You need a deposit of at least 0.01033 of a bitcoin in order to be able to trade at BTC. SX. At current bitcoin prices of $600.00, this amounts to around $6.00.

BTC. SX has restrictions that can make trading with leverage very problematic. For one, the exchange doesn’t allow the stop-loss to be moved after entry. There is a trailing stop-loss option but despite my best efforts, I couldn’t make it work. In addition to this, BTC. SX has a high roll-over fee that makes holding trades ‘’overnight’’ costly. For a 1,000 USD position, expect to pay around $6.00 to $9.00 per day. The good thing about the overnight fee is that it’s charged on a rolling 24-hour basis, not at a specific time of day, allowing for some leeway when exiting the position. No US Dollar deposits are possible at BTC. SX but US clients are accepted.

Trade Bitcoin With Etoro

The minimum deposit to open an account with Etoro is $50 (or $500 is you decide to fund your account by bank wire). Trading bitcoins at Etoro has severe restrictions. The CFD on offer is tied to BitStamp’s price feed but you can only enter and exit the market 4 times per day at fixed times. In addition to this, you can not trade on the weekend as the market hours for the bitcoin CFD are from 0:00 on Monday to 18:00 on Friday. You can only take a long position, no shorts are permitted. Etoro takes a 1% fee for bitcoin trades.

Currently the firm doesn’t accept US clients but deposits in USD are accepted. Etoro is registered in Cyprus and is regulated by the country’s Securities and Exchange Commission (CySEC).

Short term trading strategies that work rar real-time free signals

Short term trading strategies that work rar real-time free signalsShort term trading strategies that work rar Real-time Free signals dentistelasertek

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Trade like atrader

Trade like atraderTrading Resources and Strategies

bitcoin trading strategies

The strategies to trade bitcoin can include news-based or fundamental strategies as well as technical or price-analysis based strategies. This is one of the best bitcoin trading strategies to use in a bear market in order to catch the bottom. We employ four separate Trading Strategies to maximize our profit and minimize the risks.

We do. Let us teach you how to use these extremely effective Bitcoin day trading strategies. As trade administrator I must say, that with many softwares, my trading confidence has been very high when I leave my computer, because I know that this bitcoin trading bot will take care of my strategies while I am away.

Bitcoin day trading strategies are easy to learn especially when given tips from professional market traders who trade exclusively in the Bitcoin market. Since CFDs allow you to trade many types of assets, the trading strategies will vary depending on which type of asset you are trading.

Here we will be sharing some handy tips to guide you on your Bitcoin trading journey. We hope you enjoyed this post and the video below and we will have another post about more bitcoin trading strategies for different bitcoin bot software as the market conditions allow. The specifics are not important; what we hope to achieve is to open up your minds to new ideas, expand your trading knowledge, and ultimately encourage you to explore a diverse variety of trading strategies.

We do everything we can to know the market direction agnostic by trading Strategies concurrently, each with its own strengths, weaknesses and expectations for the different market conditions. In order to show you how to use technical analysis to trade bitcoin, we will be using software, which allows us to even automate our bitcoin trading strategies.

However, the fundamentals are the same, and you should learn to draw lessons from the strategies talked about in this website to supplement your bitcoin trading strategy. However, a Bitcoin ETF will allow investors the ability to exercise different investment strategies regarding Bitcoin that are not currently available in the U. S. there are some restrictions for this trading.

Certain complex options strategies carry additional risk. More recently, since we made our first few panic buys and sell and lost in Bitcoins trading, we have been picking up again on Technical Analysis and Trading strategies.

Today, we will be utilizing both the Dynamic Drop Loss and Dynamic Roof In safeties for the bitcoin bot software, to catch the bottom of this bear market with our bitcoin bot in conjunction with our bitcoin trading strategies. The reason why we are setting up two different bots to run two different bitcoin RSI crypto trading strategies is because we want to limit risk and to find out which set works better for the market conditions.

Tradewave is a platform which offers algorithmic trading strategies for bitcoin, has enhanced its coverage to support Coin setter.

It should be also noted that a 3% rise in the price within the time span of 4 hours would definitely signify a trend reversal, or at the very least a small uptrend as illustrated by our bitcoin trading strategies. Fortunately, a bitcoin arbitrage bot has been added to our trading system, so we can see what this bitcoin arbitrage feature can do. This type of bitcoin arbitrage is an internal arbitrage bot, so it will not work with multiple exchanges. For more about fundamental analysis and an explanation of these factors, read up on the first few sections in our previous post about picking and trading the next profitable bitcoin.

BitConnector allows you to create live and historical charts, execute trades, and develop your own algorithmic trading strategies on Bitstamp using the NinjaTrader platform. Many traders started to do a bit more research and incorporating other slightly longer-term, holding from 1 4 days, strategies called swing trading.

A Bitcoin ETF traded on an exchange will give investors ways to implement various investment strategies such as shorting the ETF and buying it on margin. We are trying to provide the best trading strategies we possibly can, not just selling an algorithm for the sake of selling it.

Notice that there is no name that goes along with the bitcoin address. This is a cryptocurrency arbitrage robot that trades based on differences in the prices of Bitcoin and Litecoin.

The systems follow a social theme, whereby traders can share and follow other successful strategies in the community. Automating bitcoin arbitrage is one of the most sought after features for a bitcoin bot. These strategies may seem very specific, but our goal is to give you better understanding of how these analysis tools are used, and to give you an idea of how different tools can be used to develop a single trading setup.

Anyone with access to a brokerage account will be able to purchase shares or exercise other investment strategies made available by the brokerage. Furthermore, it is our expectation that the trading systems independent Trading Algorithms are also uncorrelated.

Trading bitcoin involves risk and trading is not for the faint of heart. Two bitcoin CFDs are available, Bitcoin Mini and Bitcoin Weekly. If you are new to Bitcoin or crypto trading and some of the robots or trading platforms seem intimidating then this is the perfect place to start. Learn how to trade.

When day trading with any type of asset, it is important to go into it with both a strategy and a system. Some traders have found that large price moves often happen during and slightly before the New York and London open and closes if that is the case and if your trading strategies have a timeframe longer than a single day, it might help your risk management processes to factor out this persistent and periodic noisiness in returns during those times. In addition, hypothetical trading does not involve financial risk, and no hypothetical trading record can completely account for the impact of financial risk in actual trading.

We will focus the most popular ways to try to make money in the bitcoin industry including the two most popular methods which are mining bitcoins, and trading bitcoins We will also cover some cool stuff like automated trading bots which are a great way to make some extra coin with the digital currency as well as bitcoin alternatives!

Day trading has been called a process of buying high and selling low, until you have the experience to buy low and sell high. A beginner can be skeptical at first because all the trading sites claim to have some secret formula for trading.

You can still sell any bitcoins you already own at exchanges but you will not be able to short bitcoin outright. This is a bit different in that it is not a bot but rather a trading system.

Some bitcoin trading bots work very well with volatility for these indicators so it will be very interesting to see how this plays out. The bitcoin arbitrage bot will execute trades when it is profitable to Sell BTC for USD, Buy DOGE with USD, and then Sell DOGE for BTC, which will end up with a small little profit. Since this is an internal bitcoin arbitrage bot, it works by monitoring the prices of specific cryptocurrencies within a single exchange for favorable price differences.

Watch the video below to further refine your entry & exits on your trading. Wait to load the video. Once traders are able to use the

Bitcoin trading tips that they have learned in a real life setting, they will be on their way earning consistent profits in this highly predictable market.

The ability to withstand losses or to adhere to a particular trading program in spite of trading losses is material points which can also adversely affect actual trading results.

Coding a solid Trading Strategy is the first step for sure, but not all Automated Trading Systems are created equally. If you have not bought any bitcoins yet, and want to do so, go read about Bitcoin: Everything you need to know and why you might want to join in the frenzy and go read some of the news and latest scuttlebutt on bitcoin first. The real power of the bitcoin bot lies within the trade bots. because of its ability to utilize familiar technical analysis with automated trading. There are some tools that can be selected from which the trading will be executed on based on these settings.

With Margin Trading, you can short sell and buy long, without having to convert your Bitcoin into Cash like you would on a normal exchange. So decide your strategies.

Click below to start the video.

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Bitcoin arbitrage

Bitcoin arbitrageBitcoin Arbitrage

What are Bitcoins?

Before we start learning how to arbitrage with Bitcoins; let first understand what bitcoins are. Bitcoin is a new digital crypto currency created in 2009 by an unknown identity refer as Satoshi Nakamoto. The way they work is by a decentralized peer-to-peer payment network base on a triple-entry accounting system. So what does this all means, well decentralized because it does not require the intervention of a financial institution “central bank”. Peer-to-peer because transactions are made between individual persons just like Napster used to work; and the triple-entry means that you, and your counterparty in the transaction keeps a detail record of the financial transaction as well as the third party involved in the deal which is the Bitcoin network which keeps a public ledger of all transaction ever made.

There are three very important concepts in Bitcoin owning you must understand before conducting any business. Bitcoins are stored in a “digital wallet,” which exists either in the cloud or more offend on a user’s computer. Bitcoins are mine “make” by solving very complex math puzzles at a rate of 50 Bitcoins to 25, then from 25 to 12.5, and so on as rewards, until around the year 2140, when the currency would reach its preordained limit of 21 million Bitcoins. Finally, this currency can be transferred, bought or sold and exchanged, and this is when our arbitrage opportunity arises.

What is Bitcoin Arbitrage?

Just like forex arbitrage, Bitcoin arbitrage is the trading operation between two different clearing houses (exchanges) that allow us to take advantage of the price discrepancy per unit among them the spread between the bid and the ask. For example:

BitStamp: MtGox:

Trade $922 Dollars for 1 Bitcoin Trade $1012 Dollars for 1 Bitcoin

In a case like this a currency “Bitcoin” arbitrageur will structure the trade as follow: he will buy the Bitcoins on the BiStamp exchange and simultaneously sell them at MtGox for a $90 profit.

However, this arbitrage strategy has various important factors to consider:

The transactions cost “fees”; the most critical factor to consider since every transaction and transfer of Bitcoins average 0.5% fee every time you conduct operations in each exchange.

Bid-Ask Spread Volatility; this new currency with more than 80 exchanges around the world make the prices very difficult to predict and stay steady.

Market Depth; not most people own big lots or even full single units of Bitcoins which make every trade more difficult to execute as the size increases.

Timing; every trade place requires “triple-entry” verification than on average takes more than 10 minutes to complete.

All this said there are 3 ways to arbitrage Bitcoins.

How to Arbitrage to Bitcoins?

Exchange Bitcoins Arbitrage; we already explain how to conduct this arbitrage. But in very simple terms is buying a Bitcoin in a lower price exchange and selling them into a higher price one for example:

Bitcoin Mining Arbitrage; here you will need a bit more of investing and resourcing since you are going to actually be mining coins and your profit will come from the difference between the selling price of your coins and your production cost. The total cost of you electricity bill and the price of the Bitcoin miner you acquire for example:

The Bottom Line

I just show you multiple options of how to arbitrage Bitcoins. However, the executing of these trades can be more complicated than it look like because the factors previously presented, fees, volatility, volume and execution time. But this strategy can also be very profitable since the current and most popular trading markets have wide spread between each other which can give us higher profit margins.

Explosive stock trading strategies ebook

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Fxopen forex vps

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Available to all FXOpen ECN, STP and CRYPTO account holders!

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You can use FXOpen Forex VPS for free during 1 month if you:

maintain equity of USD 5000 in your accounts at the end of the month; or have traded volumes of USD 10,000,000 (per calendar month).

If these requirements are not met then a fee of USD 30 may be deducted from your eWallet or trading accounts.

Advantages of FXOpen Forex VPS

Accessibility: log into your MT4 platform from any computer anywhere in the world. Flexibility: expert Advisors continue running even when computer is switched off or the power/internet is off. Speed: cross-connected to FXOpen Equinix NY4 servers.

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For new clients who do not have a long-term relationship with FXOpen and do not have USD 5000 in the total of their eWallet and trading accounts - USD 30 will be debited at the moment when VPS is ordered and reimbursed till 10 th date of the next month should one of the free VPS requirements (USD 10 000 000 one-way monthly trading volume or USD 5000 equity) be met.

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Trading bitcoins online

Trading bitcoins onlineTrading Bitcoins Online

Trading Bitcoins With Top Binary Options Brokers

Bitcoin Trading Price Goes Above $1000 Binary Options Traders Report Huge Bitcoin Profits

The price of bitcoin has reached $1027.50, with a growth in the last 3 months of just over 500%. Users of the first ever bitcoin trading robot are laughing all the way to the “btc bank”. So what is bitcoin and how can people profit?

As Reported by Newswire onDecember 3rd 2013 Bitcoin has reached a whole new milestone in its evolution as a legitimate currency, with the price of Bitcoin on Mt. Gox, the world’s largest Bitcoin exchange rising above $1,000

The price briefly topped the equivalent of $1,000 on Chinese exchange BTC China back on 19th November, but this is the first time this level has been reached in a US dollar denominated exchange rate.

Trade Bitcoins With TradeRush Brokers Here | Trade Bitcoins With 24Option Brokers Here

What is Bitcoin?

Bitcoin is a purely digital currency also referred to as a crypto currency. Its denominations are referred to as bitcoins or BTC for short. It was created by Satoshi Nakumura (a pseudonym) in 2008. Bitcoin is a peer to peer currency that is not controlled or facilitated by any central government, bank or any single entity. It provides anonymous transactions and is being widely accepted worldwide for anything from products at physical stores, online services and more. Anyone can accept bitcoin payments very simply. Using a BTC wallet, the user is provided with a unique transaction code to accept payments.

It could be better to think of its units being virtual tokens rather than physical coins or notes.

With this in mind, as with all currencies its value is determined by how much people are willing to exchange it for.

How Did Bitcoin Come Into Existence?

Bitcoins are generated by a process called mining. Think of it as physically mining for gold, however in this case the mining is computational. This involves a computer solving a difficult mathematical problem with a 64-digit solution.

Each problem solved generates one block of bitcoins, at this time a block is 25 Bitcoins. In exchange for expending processing time, the miner is rewarded with new Bitcoins.

This method of mining provides an incentive for people to provide computer processing power to solve the equations.

Each time a block is generated the difficulty of the problem is adjusted to compensate for the growing power of computer chips, as well as the increasing number of miners, to ensure a stream of approximately 3,600 new bitcoins per day.

At the time of this article there are over 12 million Bitcoins in existence.

To exchange bitcoins each user must have a Bitcoin address, a string of 27-34 letters and numbers, which exists as a kind of virtual postbox from which the bitcoins are sent and received.

Did You Know That Bitcoin Is Anonymous

No registry exists of these addresses which personally identifies people. There is however a history of all transactions called a blockchain, the blockchain is publicly available.

The Bitcoin addresses are stored in wallets which are used to receive and send the coins.

In many ways they operate like privately run bank accounts, with the exception that if the data is lost, so are the bitcoins owned.

How Do You Make Money with Bitcoin?

There are really only two was to profit with bitcoin. The first is mining, as mentioned earlier this is the computational process with which bitcoins are generated into the currency. However mining is now big business, with companies scrambling to make ever increasing hardware speed improvements to a very hungry audience. However this has 2 major problems.

Firstly, all of the big players providing the hardware are fully booked up with pre-orders, the earliest you can buy a decent system is now around January 2014.

The up front costs are now running into the thousands for a system and will be profitable for up to approximately 1 year. Powerful systems such as the TerraMiner II -1TH/s, ASIC Miner are under pre order for $3,599. Experts state if actually delivered sometime in January, will pay for itself in a matter of days.

Most people would agree that this sounds fantastic and very profitable. But there is one major hiccup; It must be noted that these are dedicated bitcoin machines and will be useless within a year as the difficulty of the bitcoin algorigthm difficulty increases.

However there is the second method to profit from bitcoins – trading. Trading has all the benefits and none of the downsides. The most important of which is that mining suffers from a large up-front investment, with trading it is perfectly profitable with an investment in Bitcoins of only $100. Secondly, mining has a decreasing level of profitability, trading bitcoins will always be a part of bitcoin. Finally and most importantly, bitcoin trading works whether the value of a bitcoin goes up or down.

How To Get Started With Bitcoin Trading

Bitcoins can be traded on Exhange websites. Before you get started, you’ll need to buy the bitcoins themselves, there are many sites to purchase them from but the most popular is LocalBitcoins which provides a list people in your local area who sell bitcoins via bank transfers, moneywires or even in person if you are uncomfortable with providing bank details and retaining internet anonymity. It is recommended you register there first, for more information subscribe with your email address at the top right of this article to receive a free full e-book loaded with all the information you’ll need to begin trading.

As bitcoin is trading 24/7, how do you maximise your profit? Do you really want to be awake all day to make take advantage of the price fluctuations? Just like Forex, the price of bitcoin changes by second. There is only one method to make sure you don’t miss out on large trades and that is automation. If you’ve been involved in Forex you have probably heard of Forex trading robots. A group of clever programmers have done exactly that. A fully automated trading system which can run on your PC/Mac or even on a server hosted for you, ensuring completely uninterrupted trading. For more information subscribe at the top right of this article.

Join TradeRush and AnyOption To Trade Bitcoins Below

Automated trading strategy testing

Automated trading strategy testingThe Bootstrap Test: How significant are your back-testing results?

As mentioned in the Evidence-based Technical Analysis review post. the main value of the book lies in the presentation of the two methods allowing for computing the statistical significance of trading strategy results, despite having a single sample of data:

Both methods solve the problem of estimating the degree of random variation in a test statistic when there is only a single sample of data and, therefore, only a single value of the test statistic.

Today, lets look at the bootstrap test, with a practical application of it.

In very brief terms, the concept uses hypothesis testing to verify whether the test statistic (such as mean return of the back-testing sample) is statistically significant . This is done by establishing the p-value of the test statistic based on the sampling distribution. (Aronson covers the basics of statistical analysis earlier in the book. I have also mentioned previously The Cartoon Guide to Statistics. which covers these concepts too)

The problem with back-testing is that the results generated represent a single sample . which does not provide any information on the sample statistics variability and its sampling distribution. This is where bootstrapping comes in: by systematically and randomly resampling the single available sample many times, it is possible to approximate the shape of the sampling distribution (and therefore calculate the p-value of the test statistic).

Bootstrap on Single Rule Back-Test

In the context of hypothesis testing, the bootstrap tests for the null hypothesis that the rule does not have any predictive power. In practical terms, this is translated to the population distribution of rule returns having an expected value of zero or less .

The bootstrap uses the daily returns of a back-test (run on detrended data) and performs a resampling with replacement.

In practice:

A back-test is run on detrended data and the mean daily return, based on n observations . is calculated.

The mean daily return is substracted from each days return (zero-centering), This gives a set of adjusted returns.

For each resample, select n instances of adjusted returns, at random (with replacement), and calculate their mean daily return (bootstrapped mean).

Perform a large number of resamples to generate a large number of bootstrapped means.

Form the sampling distribution of the means generated in the step above.

Derive the p-value of the initial back-test mean return (non zero-centered) based on the sampling distribution

A Practical Application

To illustrate the concept, we can look at a back-test and apply the bootstrap method to its daily return series. I decided to look at a back-test I presented in Better Trend Following via improved Roll Yield. Remember: a standard 50/20 Moving Average cross-over system applied to Crude Oil was improved by adding a roll yield optimisation process.

In that instance, the benchmark is the standard strategy and we want to check that the strategy improvement was not the result of random chance. In Aronsons book, benchmarking is achieved by detrending the data. However, this case is different as the benchmark is the standard strategy. The improved strategy results can be thought of 2 distinct parts:

Results from standard Trend Following strategy

Results from Roll Yield Optimisation

I therefore generated a composite, Roll Yield-only equity curve (by removing from the improved strategy equity curve the returns that could be attributed to the Trend Following component). I then computed the daily returns based on that equity curve.

This set of daily returns is the original sample of 5120 observations, with an arithmetic mean of 0.216%.

Substracting 0.216% to all 5120 returns adjusts those returns (zero-centering), ready to be picked for resampling.

The 10,000 resamples all pick at random, with replacement, 5120 observations from the zero-centered, adjusted returns. A mean is computed for each resample.

Each of the resample means are used to form the sampling distribution of the mean return:

The last step is the comparison of the non-adjusted original sample mean (0.216%) to the sampling distribution to establish the p-value, which is 0.006 in this example.

Once the p-value is obtained, it is simply a matter of deciding which threshold qualifies for statistical significance. Scientists usually determine the statistical significance threshold at 0.05 (ie. the null hypothesis would be rejected for any p-value less or equal to 0.05).

Note on Arithmetic Mean vs. Geometric Mean

As discussed above, the assumption that the rule does not have predictive power is translated to the arithmetic mean of its returns being equal to zero. In the bootstrap method, rejecting the null hypothesis occurs when the mean arithmetic return is statistically significantly positive .

I am usually no big fan of arithmetic mean of returns as it is a flawed indicator of profitability. In effect, a system can have a positive mean arithmetic return and still be unprofitable think about a return of 50% followed by a return of -40%: arithmetic mean return is +5%, yet the overall return is minus 5.1%

Proving that the mean arithmetic return is significantly positive, and deducing that the trading system is therefore profitable is flawed. It is ironically amusing that Aronson spends quite a lot of time talking about logic reasoning and usual traps people fall into, to actually present a flawed deduction logic. To use an example from the book:

A dog having four legs (a profitable rule having a positive mean arithmetic return) does not imply that any four-legged animal is a dog (ie. any rule with a positive mean arithmetic return is not necessarily profitable).

On the other hand, any profitable rule has a positive mean geometric return, and any rule with positive mean geometric return is profitable. On that basis, using the mean geometric return as the test-statistic in the bootstrap must be more appropriate.

Ill be running this post in 2 parts, and this concludes part 1

In part 2. well look at how the bootstrap method can be modified to handle the data mining process and its associated bias. Ill also make the code used for the practical application above available for download (this will be a simple bootstrap resample tool developed on the platform for Windows). Finally well explore the idea of using the geometric mean return as the test-statistic instead of its arithmetic cousin.

Automated trading strategy testing

Published April 24, 2015 by . Filed under Uncategorized . Total of no comments in the discussion.

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Panda's Partner Preferred Day-Trading Platform is with:


Note: Having the Auto will trade for you, which will not require you to know the HEAT method.

The Panda Heat trading methodology (released in 2010) has been automated for NinjaTrader 7. The strategy is designed to take only the Heats safest trade setups, trading with the trend and when in earliest agreement with Pandas custom MACD and market pressure indicators. All back-testing results use a 4 tick profit target with a 6 tick stop loss. The strategy has been averaging 1 to 5 trades a day in the morning session (9:35am - 11:30am).

The Heat Automated Trader delivers these important benefits:

Near 100 percent automated trading

Relatively low draw-downs

Consistent gains

Based upon proven, live trading methodology

One of the things that often characterizes an automated strategy is their wild volatility between profits and draw-downs. Although the Heat strategy does not end up positive every day or every week, back-testing (link at bottom) has shown the draw-downs to be relatively small in favor of delivering consistent gains.

The strategy has a number of different settings that allow it to be customized such as trading time, number of contracts and profit targets. While users are encouraged to test different settings, all back-tested results use a 4 tick profit target with a 6 tick stop loss, trading 1 contract in the morning session. (And all other settings were left unchanged using their default values.)

The strategy is easy to run and executed like any other NinjaTrader strategy. Before the trading session begins, simply load a 400 tick chart for the SP emini and then load the heat strategy. Select one of your trading accounts, enable the strategy, and its ready to go. (It is recommended that users run the strategy using a simulated account before going live.)

One of the benefits of developing the Heats auto strategy, is that the Panda Heat trading system was commercially released over a year ago and is being traded profitably by discretionary Heat traders. And because of this proven track record of live trading, there is much less concern for curving-fitting when back-testing over longer date ranges - it is really one of the best ways for developing an auto-bot since, on the contrary, strategies born out of system analytics require much more rigorous computational testing to disprove curve-fitting.

The Panda Heat automated strategy is available now for release. Trading more than one contract yeilds much better risk/reward. You can set your own targets but I suggest take the second contract off at 8 ticks, which will make risk/reward = 1. If you are interested in more than 2 contracts or lifetime purchase of the autotrader please contact me via the contact page.

Forex trading with500dollars

Forex trading with500dollarsForex trading with 500 dollars

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Countable Data Brief

Trading-journal-spreadsheet is tracked by us since July, 2012. Over the time it has been ranked as high as 139 799 in the world, while most of its traffic comes from USA, where it reached as high as 98 771 position. It was hosted by GoDaddy LLC .

Trading-journal-spreadsheet has a mediocre Google pagerank and bad results in terms of Yandex topical citation index. We found that Trading-journal-spreadsheet is poorly ‘socialized’ in respect to any social network. According to Siteadvisor and Google safe browsing analytics, Trading-journal-spreadsheet is quite a safe domain with no visitor reviews.

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