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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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Ahmet Metin Yilmaz
5 (1)
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
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
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
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.
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
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
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
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
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
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
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.
HighLowOpenClose
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
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
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
CurrencyAdviser
Ahmet Metin Yilmaz
This indicator examines the relative strengths of the currencies of 8 different countries and displays the one that has the potential to gain profit in the short term as a suggestion. The relative strength of each country's currency over the selected time period is shown on the graph as a percentage. The recommended currency according to BuyLevel and SellLevel determined by the user is shown in the bottom right section. The indicator also automatically brings up the 30-minute graph of the sugge
PriceActionSignals
Ahmet Metin Yilmaz
Price Action Signals generates buy and sell signals with price close and complex logic. You can use it different timeframes and pairs.  Best results are on M30 and H1 charts with default parameter. You can change this parameter ( nFrequency ) for other timeframes. ( except M1 timeframe ) There is only one extern input: nFrequency: It determines signal frequency. Default is 0.004. You can use this arrow for Expert Advisors. Upsignal: iCustom(......"PriceActionSignals", buffer nr:0 ) Downsignal :
ATR Channels
Ahmet Metin Yilmaz
ATR Channel is an indicator. It shows us ATR ( depends on selected period ) Line on main chart. It also draw 3 up ATR channels (ATRu) and 3 down ATR channels (ATRd) on the same window. All they helps you to trade with a ATR indicator. There are 6 extern inputs; PeriodsATR   : You can change ATR Period default is 13. MA_Periods   : Use for draw ATR channels MA periods. Default is 34. MA_Type       : You can change MA_method here. Default is Linear weighted. Mult_Factor1 : It is for first up and d
PriceRunner
Ahmet Metin Yilmaz
5 (1)
PriceRunner indicator  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 default parameters for M1 graphic (see screenshots). You can change settings for other time frames. Example of using this indicator : If  Gold  cross to  Blue  down and both gold and blue under the  Gray ,  it could be a promising sell sig
BuySellEA
Ahmet Metin Yilmaz
SrEwo Expert adviser designed and optimized for EURUSD. You may Optimize all other instruments. It is easy to use.  *** It uses only M5 chart graphic and you need to use M5. ( Both test and live ) Input Parameters: Lots: Base lot amount.Expert use this amount as referance.  crossfactorlimit: expert will open new order with this limit modifylimit & TP limit : order modify and another TP limit. targetprofit : expert calculates this number in its logic. crossfactor : next order lots multiply with t
TheGorillaEA
Ahmet Metin Yilmaz
Expert works H1 timeframe only There are two main criteria. Daily pivots and moving averages. To open a buy order, today's daily pivot must greather than the day before's daily pivots.  Moving averages for EURUSD pair as default. They can be changed for other pairs and also for EURUSD too. You can also change takeprofit and stoploss level. expert doesnt trade on mondays and before 2 hour on other trade days. You can test and optimize for all pairs with extern parameters. Do not purchase without
Psr1EA
Ahmet Metin Yilmaz
Psr1 EA is the one of Psr series EAs. It works on 5 minutes chart only. You can use this EA any currencies but you should optimize first. Default parameters belongs to my broker databases EURUSD M5 . It uses pivot  and 2 main moving averages.  Moving averages can be adjustable by user. ( for optimizing ) Input Parameters:  MagicNum: Expert will use this number to determine experts orders. Lots: Lots amount which you want to use. Default is 0.01 ( it can be cahnged by expert due to your broker's
Psr3EA
Ahmet Metin Yilmaz
Psr3 EA is the one of Psr series EAs. It works on 5 minutes chart only. You can use this EA any currencies but you should optimize first. Default parameters belongs to my broker databases EURUSD M5 . It uses pivot  and Support/Resistance Levels.  Stoploss and Takeprofit can be adjustable by user. ( for optimizing ) Input Parameters:  MagicNum: Expert will use this number to determine experts orders. Lots: Lots amount which you want to use. Default is 0.01 ( it can be cahnged by expert due to you
ColorCMI
Ahmet Metin Yilmaz
Indicator values are in the range 0-100. The greater is the indicator value, the greater is the market stability, so the more likely we have trend. The smaller is the indicator value - the less probable the trend is. Tips: Trading on unstable market:     Buy, when moving average (blue line) of the CMI indicator is below 40 and the histogram is red.     Sell when moving average (blue line) of the CMI indicator is below 40 and the histogram is green.     Close positions when CMI his
Signaline
Ahmet Metin Yilmaz
SIGNALINE INDICATOR This indicator for all pairs and all timeframes I have just completed the M5 timeframe for deep optimization EURJPY yet. EURJPY M5 Optimization ( TP=150 , SL=130 , IndicatorPeriod=6 , Mov1=22 , Mov2=48 ) (*)Added 20.05.2019 You can find this signal page below https://www.mql5.com/en/signals/583477 Other optimizasyon results will be added on this signalpage. Input Parameters: IndicatorPeriod: Default is 8. Mov1               : Default is 21. Mov2               : Default is 48.
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