Nikkei Session Key Levels Lines (with Labels) - Nikkei CFDThis is Nikkei Session Key Levels Lines (with Labels) - Nikkei CFD. shows you all the key level lines that you need to be aware. hope it helps :)
Statistics
Nikkei Premarket High/Low LabelThis is Nikkei Premarket High/Low Label. shows you the premarket high and low. hope it helps :)
Nikkei Session Prep (RTH only, UTC-4)This is Nikkei Session Prep (RTH only, UTC-4). hope it helps :)
6E update Session Key Levels Lines (6E CME Day Session)6E update Session Key Levels Lines (6E CME Day Session) hope it helps :)
6E update Premarket High/Low Label (CME 6E style)6E update Premarket High/Low Label (CME 6E style). hope it helps :)
6E update Session Prep (CME Day Session 6E, UTC-4)6E update Session Prep (CME Day Session 6E, UTC-4) updated. hope it helps :)
Ghost Month HighlighterGhost Month and Trading: Understanding the Phenomenon
Ghost Month (鬼月) is the seventh month of the lunar calendar in Chinese culture, typically falling between late July and September. During this period, it's believed that the gates of the afterlife open and spirits roam the earth. This deeply rooted cultural belief has significant implications for Asian markets, particularly in regions with large Chinese populations like Taiwan, Hong Kong, Singapore, and mainland China.
Why Markets Often Decline or Stay Flat During Ghost Month:
Reduced Business Activity : Many businesses avoid launching new products, signing major contracts, or making significant investments during this period, believing it brings bad luck.
Property Market Slowdown : Real estate transactions drop significantly as people avoid moving homes or making large purchases. In some markets, property sales can decline by 20-30%.
IPO and M&A Drought : Companies often delay IPOs and merger announcements until after Ghost Month, reducing market catalysts.
Retail Spending Drops : Consumer spending on big-ticket items decreases, though spending on offerings and religious items increases.
Self-Fulfilling Prophecy : Many traders and investors reduce positions or stay on the sidelines, creating lower volumes and increased volatility. This becomes a self-fulfilling prophecy where expectation of poor performance leads to actual underperformance.
Tourism and Entertainment Impact : Travel and entertainment sectors see reduced activity as people avoid unnecessary trips and celebrations.
Historical data shows that Asian equity markets often underperform during Ghost Month, with some studies indicating average returns can be 2-5% lower than other months. However, this also creates opportunities for contrarian investors who buy during the seasonal weakness.
Inspired by @honey_xbt
FunctionADFLibrary "FunctionADF"
Augmented Dickey-Fuller test (ADF), The ADF test is a statistical method used to assess whether a time series is stationary – meaning its statistical properties (like mean and variance) do not change over time. A time series with a unit root is considered non-stationary and often exhibits non-mean-reverting behavior, which is a key concept in technical analysis.
Reference:
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- rtmath.net
- en.wikipedia.org
adftest(data, n_lag, conf)
: Augmented Dickey-Fuller test for stationarity.
Parameters:
data (array) : Data series.
n_lag (int) : Maximum lag.
conf (string) : Confidence Probability level used to test for critical value, (`90%`, `95%`, `99%`).
Returns: `adf` The test statistic. \
`crit` Critical value for the test statistic at the 10 % levels. \
`nobs` Number of observations used for the ADF regression and calculation of the critical values.
FU Candle - dnd_whael What the FU Candle Indicator does:
First we need to understand what FU candles are. There's bullish and bearish FU candles.
Bullish FU candles are candles that have a long wick that takes out the previous candles low, then turns around and closes above the high of the previous candle.
Current Price Horizonal LineDisplays a horizonal line across the chart of the current price.
For some reason the screenshot does not capture the indicator horizonal line.
Session Prep (RTH only, UTC-4)corrected Session Prep (RTH only, UTC-4) now its working properly. hope it helps! :)
EUR/USD Multi-Layer Statistical Regression StrategyStrategy Overview
This advanced EUR/USD trading system employs a triple-layer linear regression framework with statistical validation and ensemble weighting. It combines short, medium, and long-term regression analyses to generate high-confidence directional signals while enforcing strict risk controls.
Core Components
Multi-Layer Regression Engine:
Parallel regression analysis across 3 customizable timeframes (short/medium/long)
Projects future price values using prediction horizons
Statistical significance filters (R-squared, correlation, slope thresholds)
Signal Validation System:
Lookback validation tests historical prediction accuracy
Ensemble weighting of layer signals (adjustable influence per timeframe)
Confidence scoring combining statistical strength, layer agreement, and validation accuracy
Risk Management:
Position sizing scaled by signal confidence (1%-100% of equity)
Daily loss circuit breaker (halts trading at user-defined threshold)
Forex-tailored execution (pip slippage, percentage-based commissions)
Visual Intelligence:
Real-time regression line plots (3 layered colors)
Projection markers for short-term forecasts
Background coloring for market bias indication
Comprehensive statistics dashboard (R-squared metrics, validation scores, P&L)
Key Parameters
Category Settings
Regression Short/Med/Long lengths (20/50/100 bars)
Statistics Min R² (0.65), Correlation (0.7), Slope (0.0001)
Validation 30-bar lookback, 10-bar projection
Risk Controls 50% position size, 12% daily loss limit, 75% confidence threshold
Trading Logic
Entries require:
Ensemble score > |0.5|
Confidence > threshold
Short & medium-term significance
Active daily loss limit not breached
Exits triggered by:
Opposite high-confidence signals
Daily loss limit violation (emergency exit)
The strategy blends quantitative finance techniques with practical trading safeguards, featuring a self-optimizing design where signal quality directly impacts position sizing. The visual dashboard provides real-time feedback on model performance and market conditions.
Premarket High/Low LabelThis is the premarket high low label that will persist through current trading session. hope it helps :)
CCI-MACD Strategy 4.2
I cerchi si basano sull'oscillatore CCI (Commodity Channel Index).
L’indicatore CCI ci permette di osservare se il livello attuale del prezzo è particolarmente al di sopra o al di sotto di una certa media mobile, avente un numero di periodi scelto da noi.
Più la deviazione dal prezzo medio nel breve termine è forte, e maggiormente l’indicatore si allontanerà dallo 0: verso l’alto in caso di uptrend, o verso il basso in caso di downtrend.
Il segnale viene dato quando il valore del CCI supera la linea dello zero.
Il tutto è filtrato con un altro indicatore, il MACD, acronimo di "Moving Average Convergence Divergence", usato per identificare cambiamenti nel momentum del prezzo.
The circles are based on the CCI (Commodity Channel Index) oscillator.
The CCI indicator allows us to observe whether the current price level is significantly above or below a certain moving average, with a number of periods chosen by us.
The greater the deviation from the short-term average price, the further the indicator will deviate from 0: upwards in the case of an uptrend, or downwards in the case of a downtrend.
The signal is given when the CCI value crosses the zero line.
This is all filtered through another indicator, the MACD, which stands for "Moving Average Convergence Divergence," used to identify changes in price momentum.
Simple 5 Moving Averages 5 MAs - Shubhashish DixitEnjoy the 5 Moving Average to Support your analysis deeper
Premarket High/Low LabelThis is an indicator which shows premarket high/low label. so that you dont have to do it yourself. hope it helps :)
Session Key Levels Lines (with Labels)This is an extension of the previous indicator, it just plots all the information you need automatically for you so you dont have to lift a finger. hope it helps :)
Session Prep (RTH only, UTC-4)This shows what you have to prepare before each session, including Previous session's OHLC, how much is being gapped up...etc. hope it helps :)
Previous Bar OHLC + 5m 20 EMAThis shows previous bar OHLC + 5m 20 EMA in one single text box, so you dont have to find it yourself. hope it helps :)
Premarket High/Low LinesTHis is another script about premarket lines, the previous one is a label and this one really plot the lines, so you dont have to do it yourself. hope it helps :)
Premarket High/Low Label (Single Line)it shows you what the premarket high low label is on a single line, saving you the hassale of fidning it yourself. :) hope it helps.
