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Bollinger Bands Strategy with Intraday Intensity IndexFor Educational Purposes. Results can differ on different markets and can fail at any time. Profit is not guaranteed.
This only works in a few markets and in certain situations. Changing the settings can give better or worse results for other markets.
This is a mean reversion strategy based on Bollinger Bands and the Intraday Intensity Index (a volume indicator). John Bollinger mentions that the Intraday Intensity Index can be used with Bollinger Bands and is one of the top indicators he recommends in his book. It seems he prefers it over the other volume indicators that he compares to for some reason. III looks a lot like Chaikin Money Flow but without the denominator in that calculation. On the default settings of the BBs, the III helps give off better entry signals. John Bollinger however is vague on how to use the BBs and it's hard to say if one should enter when it is below/above the bands or when the price crosses them. I find that with many indicators and strategies it's best to wait for a confirmation of some sort, in this case by waiting for some crossover of a band. Like most mean reversion strategies, the exit is very loose if using BBs alone. Usually the plan to exit is when the price finally reverts back to the mean or in this case the middle band. This can potentially lead to huge drawdowns and/or losses. Mean reversion strategies can have high win/loss ratios but can still end up unprofitable because of the huge losses that can occur. These drawdowns/losses that mean reversion strategies suffer from can potentially eat away at a large chunk of all that was previously made or perhaps up to all of it in the worst cases, can occur weeks or perhaps up to months after being profitable trading such a strategy, and will take a while and several trades to make it all back or keep a profitable track record. It is important to have a stop loss, trailing stop, or some sort of stop plan with these types of strategies. For this one, in addition to exiting the trade when price reverts to the middle band, I included a time-based stop plan that exits with a gain or with a loss to avoid potentially large losses, and to exit after only a few periods after taking the trade if in profit instead of waiting for the price to revert back to the mean. Strategy

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Choppiness Index and RSI by ceyhun
Choppiness Index and RSI by ceyhun
This indicator is based on the inverse relationship between CHOP and RSI.
Bar color
If the RSI is greater than CHOP, the Bar color will be blue.
If CHOP is greater than RSI, the bar color will be red.
CHOP
If CHOP is less than 38.2, the color will turn blue. positive
If the CHOP is between 38.2 and 61.8, the color will be yellow and neutral.
If CHOP is greater than 61.8, the color will turn red. negative
Rsi
If Rsi is greater than 61.8, the color will turn blue, positive
If Rsi is between 38.2 and 61.8, the color will be hexagonal and neutral
If Rsi is less than 38.2 the color will be red, negative
The Choppiness Index (CHOP) is an indicator designed to determine if the market is choppy (trading sideways) or not choppy (trading within a trend in either direction). The Choppiness Index is an example of an indicator that is not directional at all. CHOP is not meant to predict future market direction, it is a metric to be used to for defining the market's trendiness only. A basic understanding of the indicator would be; higher values equal more choppiness, while lower values indicate directional trending.
Relative Strength Index (RSI)
The Relative Strength Index (RSI) is a well versed momentum based oscillator which is used to measure the speed (velocity) as well as the change (magnitude) of directional price movements. Essentially the RSI, when graphed, provides a visual mean to monitor both the current, as well as historical, strength and weakness of a particular market. The strength or weakness is based on closing prices over the duration of a specified trading period creating a reliable metric of price and momentum changes. Given the popularity of cash settled instruments (stock indexes) and leveraged financial products (the entire field of derivatives); RSI has proven to be a viable indicator of price movements. Indicator

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Congestion Index by KatsanosCONGESTION INDEX
Market movements can be characterized by two distinct types or phases. In the first, the market shows trending movements which have a directional bias over a period of time. The second type of market behavior is periodic or cyclic motion, where the market shows no consistent directional bias and trades between two levels. This type of market results in the failure of trend-following indicators and the success of overbought/oversold oscillators. Both phases of the market require the use of different types of indicator. Trending markets need trend-following indicators such as moving averages, moving average convergence/divergence (MACD), and so on. Trading range markets need oscillators such as the relative strength index (RSI) and stochastics, which use overbought and oversold levels. The age-old problem for many trading systems is their inability to determine if a trending or trading range market is at hand. Trend-following indicators, such as the MACD or moving averages, tend to be whipsawed as markets enter a nontrending congestion phase. On the other hand, oscillators (which work well during trading range markets) are often too early to buy or sell in a trending market. Thus, identifying the market phase and selecting the appropriate indicators is critical to a system’s success. The congestion index attempts to identify the market’s character by dividing the actual percentage that the market has changed in the past x days by the extreme range according to the following formula:
Readings between+20 and−20indicate congestion or oscillating mode. Crossing over the 20 line from below indicates the start of a rising trend. Conversely, the start of a down turn is indicated by crossing under−20 from above. The CI can also be used as an overbought/oversold oscillator.
It was taken from İntermarket Trading Strategies book of by Markos Katsanos.Read the book.
D1:=Input(“DAYS IN CONGESTION”,1,500,15);
CI:=ROC(C,D1-1,%)/((HHV(H,D1)-LLV(L,D1))/(LLV(L,D1)+.01)+.000001);
Mov ( CI ,3,E)
(Copyright Markos Katsanos 2008)
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DXY COT Commercial Net PositionsThis script was created due to the lack of position of US Dollar Index Futures (DXY).
It is designed to perform a much more liquid and inclusive position analysis.
As the exponential ratios do not mean anything to positions, weights are used as multipliers instead of exponential functions.
Swedish Krona (SEK) Futures are not directly quoted in Quandl, therefore weighted in Euro / dollar parity.
By perceiving these positions as inverse correlations, you can also identify where the world economy is doing well.
COT Commercial Net Positions are calculated as (Short - Long) because of Commercials act according to the reverse of the market.
In this way, you can follow up normally instead of reverse correlation.
Because except in extreme cases, in which case capitals usually shift to Gold.
This is not the case, since there is no capital inflow to other currencies, it is not a strong sell position to the dollar index.
When there is a shift in bonds, we see the effect of the dollar in general.
I created for the Dollar Index in order not to deviate from the concept.
I wanted to share it with everyone as I thought that you have important clues about how investors take positions.
Modified currency weights :
Euro : % 61.8
Japanese Yen : % 13.6
British Pound : %11.9
Canadian Dollar : % 9.1
Swiss Franc : % 3.6
NOTE : You can use it for all instruments except crypto coins, especially US Dollar Index (DXY).
Since the COT data is taken, it will not repaint in 1 week (1W) timeframe.
The log can also be repaint according to the time of data publication.
It will repaint in lower time frames.
I hope it will help your analysis and your scripts,regards.
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