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# LinearRegressionCompleteDerivation

Regression models describe the relationship between variables by fitting a line to the observed data. Linear regression models use a straight line, while logistic and nonlinear regression models use a curved line. Regression allows you to estimate how a dependent variable changes as the independent variable(s) change.

Simple linear regression is used to estimate the relationship between two quantitative variables.

This indicator calculates the difference of two different regression calculations and the moving average of this difference over the selected period.

Thus, it tries to determine the future estimation of the independent variable, the price.

In my experiments, I saw that different timeframes work more successfully and different inputs can be used for different instruments.

You can take both the intersection of the two lines and the lines intersecting the zero point as a signal.

The exit strategy is up to you.
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Mighty Scalper
Ahmet Metin Yilmaz
Mighty Scalper LightEA A Trend Friendly EA There are different and complex logic mixed in it It begins to work, simply with a BreakOut strategy and Works in PARTIAL CLOSE and CLOSE TIME LIMIT you had never seen before in the market expert... It opens an order and use partial close in a specific levels and close order within a specific time ( if order still live ) No Martingale and hedging It works any kind of broker, but lower spread gets more gain Fast optimization for strategy tester ( for
149 USD
MaShift
Ahmet Metin Yilmaz
This Expert is a kind of Grid Strategy with Super Money Managment. You'll have many choices for expert with Money Management. Each layer will close by trailing stop or lock with a GroupLocked. I advice to use this Expert both Only Long and Only Short with different Magic Numbers. Settings TimeFrame — timeframe; MA_Method — MovingAverage Method; MA_Price — MovingAverage Price Type; TakeProfit — TakeProfit Point ( in 4 digits ); FirstStepOrders — step for opening orders; TrailingStop — TrailingS
79 USD
DividedLightEA
Ahmet Metin Yilmaz
First at the MQL4! This Expert divides your order which is still working at the market, into the 6 equal parts virtually by using your take profit level... This version has standard lots amount and standard partial orders (six orders) because of main task, user-friendly version. It opens two stop orders when conditions meet. One 'BuyStopOrder' and one 'SellStopOrder'. No Martingale, no hedging and no any of others. The Orders has tight stop loss and other Money management, such as Partial close
229 USD
TheWall
Ahmet Metin Yilmaz
It is the first Expert Advisor of my Pink Floyd's Songs named EA series. TheWall is not a scalper or grid-martingale EA. It uses High-Low prices and Moving Averages combined with special filters. All indicators are in the EA code. Default parameters are optimized for EURUSD M1. You can optimize all timeframes and pairs yourself easily with your broker settings. The EA opens mostly one order per day. It needs no big deposit but it should not be smaller than \$200 for safe trading, so I coded and o
249 USD
Echoes
Ahmet Metin Yilmaz
Echoes utility helps for fully automatic hedging with specific magic number or manual trade (specify your magic number or keep it 0 for your manual trade). If you use an EA for trading and its magic number is 444 and you want to hedge this position particularly (you may change this lot amounts), open another chart on the same pair (same timeframe or better lower). Set this EA's magic number (444) in 'BeReflected_Magic'. Please make sure that 'Echoes_Magic' is different from 'BeReflected_Magic'.
29 USD
Stop
Ahmet Metin Yilmaz
This Utility place Stoploss and TakeProfit points on to selected orders. You can select the orders with their magic numbers or you can choose zero (0) for your manual orders. Also, you can put timer in seconds to close orders from your order open time. Inputs: Magic - You should use your order's magic number which you want to use with this utility TakeProfit - Input your preferred take profit level depending on your broker settings (4 or 5 digits). Stoploss - same as TakeProfit level. CloseTim
29 USD
GreatGigInTheSky
Ahmet Metin Yilmaz
The Great Gig In The Sky is an expert advisor and also a song from My favorite Rock Band's. Pink Floyd.  There is only one input parameter. Lots amount. You know what do you do in there. Try in a demo account from your real broker to test. Expert logic also includes stop loss and take profit transactions. Do not worry about them. The one-month rental period is only for you to try the experiment and is valid for limited copy. Tested and Preferred pairs are GBPJPY, CHFJPY,CADJPY. I am still contin
449 USD
HMA Nrp
Ahmet Metin Yilmaz
Alan Hull's moving average, more sensitive to the current price activity than the normal MA. Reacts to the trend changes faster, displays the price movement more clearly. No Repaint Version on separate Windows shows the trend 1 and -1 . Improvement of the original version of the indicator by WizardSerg <wizardserg@mail.ru>. Suitable for all timeframes. Parameters Period - period, recommended values are from 9 to 64. The greater the period, the smoother the indicator. Method - method, suitable
30 USD
XLineBreak
Ahmet Metin Yilmaz
This indicator dedects Breakout using input parameters bars detection strategy. You can use the WaitForBarClosed function to confirm signals ( true ) but it sometimes is activated a bit later than false . The indicator opens in a seperate window. Suitable for all timeframes and pairs. The blue line shows the trend direction. Attach the indicator to any chart Select the desired inputs in the inputs Tab from the indicator dialog box that pops up. Select OK to confirm and continue. Parameters Lin
80 USD
OneWayTicket
Ahmet Metin Yilmaz
OneWayTicket indicator is based on CCI indicator. In fact, it analyzes multiple CCIs from several timeframes. There are four Ways of OneWayTicket, read from left to right - 15 min, 30 min, 1 hour and 4 hours. The idea is to enter the market when all four CCIs agree on a trend. A trader chooses which timeframes to monitor. When all four ways of the OneWayTicket are green - Buy . When all four ways of the OneWayTicket are bright red - Sell . Original idea from the author: tageiger, revised for the
15 USD
AccountInfo
Ahmet Metin Yilmaz
This Script Shows your Account & Symbol information which you use on your graphics. These are: Account Information Number Name Currency Server Leverage Stop Out Level Balance Information Balance Equity Margin Free Margin Symbol Information Symbol Lot Size Min.Lot Lot Step Max.Lot Tick Value Tick Size Spread Stop Loss Level Swap Long Swap Short Initial Margin Maint.Margin Required Margin Trade Allowed
10 USD
Virtue
Ahmet Metin Yilmaz
"Virtue" is a fully automated Long term Expert Advisor. It calculates market condition itself and decides to enter a position. "Virtue" needs patience that is the why its name Virtue. Patience is a virtue. You must be patient to make some Money. You have to wait for it to find optimal conditions to open an order. It will be enough to just install it on the platform. No need to optimize many parameters. Expert is optimized for EURUSD H1 timeframe. First download demo and test it for your broker.
69 USD
VirtueMultiLot
Ahmet Metin Yilmaz
Virtue Multi Lot   "Virtue" is a fully automated Long term Expert Advisor. It calculates market condition itself and decides to enter a position. This is the main position. After that position, it adds some small lots for scalping. You can select how many orders will be open extra. It depends on your account margin and risk managment. "Virtue" needs patience that is the why its name Virtue. Patience is a virtue. You must be patient to make some Money. You have to be wait it find optimal condit
28 USD
JapaneseBreakout
Ahmet Metin Yilmaz
Instructions Attach the indicator to any chart (advised H4) Use input tabs (defaults are 5 and false ) Press ok and continue trading. Description The indicator uses a kind of pattern breakout strategy to help your trading strategy. I am using this strategy on H4 charts for many of pairs with a trailing stop and default indicator settings. Better results are shown on USDJPY, EURJPY, CADJPY, EURGBP, EURUSD, USDCAD, USDCHF, NZDUSD and GBPUSD. Trailing stops should be different for each pair. The
50 USD
PivotSupportResistance
Ahmet Metin Yilmaz
PivotSupportResistance This indicator plots horizontal lines at daily pivot levels R3, R2, R1, Pivot, S1, S2, S3, where R means Resistance and S means Support. This indicator can be applied to any chart period, although daily pivots on charts with long periods are meaningless (if you switch your chart timeframe greater than daily chart, you will get alert and indicator will not work). Labels are shown for the most recent day's levels. There are no external inputs, so it is easy to use. Please re
80 USD
PriceChannel
Ahmet Metin Yilmaz
PriceChannel is designed for trend detection without the effect of accidental price leaps. It uses Price Series and a few moving averages for noise reduction. It works on multiple timeframes, even M1. To increase effectiveness, it is recommended to use 3 instances of PriceChannel with different parameters on one chart (see screenshots). You can use the following settings (for M1 charts): PriceChannel(10,2,30) Gold colour. PriceChannel(10,5,30) Blue colour. PriceChannel(21,8,13) Gray colour. Exa
50 USD
VoMa
Ahmet Metin Yilmaz
Variation of Moving Averages indicator is calculated as the difference between different periods of moving averages. Obtained result filtered by another MA. It displays more precise signals of divergences between prices and the value of the indicator. It emphasizes price extremums more precisely, it moves faster. There are three inputs FastMA: Default is 13, shows MA period. SlowMA: Default is 21, shows MA period. SignalMA: Default is 8, shows MA period. It basically detects the trend, advised
50 USD
Price Volume
Ahmet Metin Yilmaz
This indicator calculates price movement with the Volume. The Volume indicates the number of deals in the desired period, but does not show number of contracts per deal. From this point of view, the tick does not reflect the true volume. However it is a valuable demand indicator. Volume and price are calculated with a special formula. There are 3 input parameters EMAPeriod: Price and volume data are calculated using this period of Moving Average first. DEMAPeriod: Results of first EMA, recalcu
50 USD
Doma
Ahmet Metin Yilmaz
Differences of Moving Averages This indicator plots short term trend with two moving averages difference and its signal line. Best result at 5 min chart in default parameters. There are 7 extern input parameters: MaShortPeriod: period of the first MA. MaLongPeriod: period of the second MA. ModeDoMA: DoMA method. ModePrc: MA price mode. SignalMaPeriod: Period of Signal MA. ModeSma: Signal MA mode. LabelLevel: Horizontal line level on display. Default parameters can be changed by user.
50 USD
HLOCTrend
Ahmet Metin Yilmaz
HLOC Trend Indicator This indicator helps you to determine trend direction on your trade. Default parameters for H1 time frame. You can use this indicator both bigger time frame and smaller time frame to open a trade. The calculation is based on high, low, opening and closing price values of each bar in the selected time period. When the values found in the Indicator custom formula are exceeded, the buy or sell signal falls on the screen. There are two extern inputs; RiskFactor: Early but risky
20 USD
MTF Linear Regression
Ahmet Metin Yilmaz
This indicator shows Linear Regression Line and it's channels which calculated with fibo numbers. You can use this indicator in different timeframes on your chosen timeframe chart. You only need to attach this indicator on the chart twice or more with a different colors to do this.  There are 6 input parameters; period      : you can choose regression timeframe independent of chart timeframe. linewidth : width of line on the chart. bars back regression begin : calculated regression bar count. LR
10 USD