[ AlgoChart ] - Compare MarketIndicator Description:
This indicator allows you to display a second asset, selectable from the input panel, in a separate window. Plotted on the same time scale as the first asset but with a distinct price scale, the indicator enables analysis of the relationships and relative movements of two financial instruments. It’s an ideal tool for understanding whether two assets move in a correlated or divergent manner.
Key Features:
Multi-Asset Comparison: Display two assets simultaneously to compare their trends.
Custom Scale: Each asset uses its own price scale, making comparative analysis easier.
Intuitive Interface: Easily select the second asset through the input panel.
Operational Applications:
Spread Trading: Identify optimal moments to execute spread trades when two highly correlated instruments move in opposite directions.
Supply & Demand: Pinpoint zones of interest on both assets, increasing the validity of support and resistance areas.
Exposure Reduction: Monitor instruments that move similarly to avoid exposing the portfolio in identical directions, thereby reducing the risk of double losses.
Additional Features:
Candle Color Change: When a directional divergence occurs between the two assets, the candles change color to highlight the event.
Customizable Notifications: Receive instant alerts when a divergence occurs, allowing you to act promptly.
Allocation
BetaBeta , also known as the Beta coefficient, is a measure that compares the volatility of an individual underlying or portfolio to the volatility of the entire market, typically represented by a market index like the S&P 500 or an investible product such as the SPY ETF (SPDR S&P 500 ETF Trust). A Beta value provides insight into how an asset's returns are expected to respond to market swings.
Interpretation of Beta Values
Beta = 1: The asset's volatility is in line with the market. If the market rises or falls, the asset is expected to move correspondingly.
Beta > 1: The asset is more volatile than the market. If the market rises or falls, the asset's price is expected to rise or fall more significantly.
Beta < 1 but > 0: The asset is less volatile than the market. It still moves in the same direction as the market but with less magnitude.
Beta = 0: The asset's returns are not correlated with the market's returns.
Beta < 0: The asset moves in the opposite direction to the market.
Example
A beta of 1.20 relative to the S&P 500 Index or SPY implies that if the S&P's return increases by 1%, the portfolio is expected to increase by 12.0%.
A beta of -0.10 relative to the S&P 500 Index or SPY implies that if the S&P's return increases by 1%, the portfolio is expected to decrease by 0.1%. In practical terms, this implies that the portfolio is expected to be predominantly 'market neutral' .
Calculation & Default Values
The Beta of an asset is calculated by dividing the covariance of the asset's returns with the market's returns by the variance of the market's returns over a certain period (standard period: 1 years, 250 trading days). Hint: It's noteworthy to mention that Beta can also be derived through linear regression analysis, although this technique is not employed in this Beta Indicator.
Formula: Beta = Covariance(Asset Returns, Market Returns) / Variance(Market Returns)
Reference Market: Essentially any reference market index or product can be used. The default reference is the SPY (SPDR S&P 500 ETF Trust), primarily due to its investable nature and broad representation of the market. However, it's crucial to note that Beta can also be calculated by comparing specific underlyings, such as two different stocks or commodities, instead of comparing an asset to the broader market. This flexibility allows for a more tailored analysis of volatility and correlation, depending on the user's specific trading or investment focus.
Look-back Period: The standard look-back period is typically 1-5 years (250-1250 trading days), but this can be adjusted based on the user's preference and the specifics of the trading strategy. For robust estimations, use at least 250 trading days.
Option Delta: An optional feature in the Beta Indicator is the ability to select a specific Delta value if options are written on the underlying asset with Deltas less than 1, providing an estimation of the beta-weighted delta of the position. It involves multiplying the beta of the underlying asset by the delta of the option. This addition allows for a more precise assessment of the underlying asset's correspondence with the overall market in case you are an options trader. The default Delta value is set to 1, representing scenarios where no options on the underlying asset are being analyzed. This default setting aligns with analyzing the direct relationship between the asset itself and the market, without the layer of complexity introduced by options.
Calculation: Simple or Log Returns: In the calculation of Beta, users have the option to choose between using simple returns or log returns for both the asset and the market. The default setting is 'Simple Returns'.
Advantages of Using Beta
Risk Management: Beta provides a clear metric for understanding and managing the risk of a portfolio in relation to market movements.
Portfolio Diversification: By knowing the beta of various assets, investors can create a balanced portfolio that aligns with their risk tolerance and investment goals.
Performance Benchmarking: Beta allows investors to compare an asset's risk-adjusted performance against the market or other benchmarks.
Beta-Weighted Deltas for Options Traders
For options traders, understanding the beta-weighted delta is crucial. It involves multiplying the beta of the underlying asset by the delta of the option. This provides a more nuanced view of the option's risk relative to the overall market. However, it's important to note that the delta of an option is dynamic, changing with the asset's price, time to expiration, and other factors.
Dividend Calendar (Zeiierman)█ Overview
The Dividend Calendar is a financial tool designed for investors and analysts in the stock market. Its primary function is to provide a schedule of expected dividend payouts from various companies.
Dividends, which are portions of a company's earnings distributed to shareholders, represent a return on their investment. This calendar is particularly crucial for investors who prioritize dividend income, as it enables them to plan and manage their investment strategies with greater effectiveness. By offering a comprehensive overview of when dividends are due, the Dividend Calendar aids in informed decision-making, allowing investors to time their purchases and sales of stocks to optimize their dividend income. Additionally, it can be a valuable tool for forecasting cash flow and assessing the financial health and dividend-paying consistency of different companies.
█ How to Use
Dividend Yield Analysis:
By tracking dividend growth and payouts, traders can identify stocks with attractive dividend yields. This is particularly useful for income-focused investors who prioritize steady cash flow from their investments.
Income Planning:
For those relying on dividends as a source of income, the calendar helps in forecasting income.
Trend Identification:
Analyzing the growth rates of dividends helps in identifying long-term trends in a company's financial health. Consistently increasing dividends can be a sign of a company's strong financial position, while decreasing dividends might signal potential issues.
Portfolio Diversification:
The tool can assist in diversifying a portfolio by identifying a range of dividend-paying stocks across different sectors. This can help mitigate risk as different sectors may react differently to market conditions.
Timing Investments:
For those who follow a dividend capture strategy, this indicator can be invaluable. It can help in timing the buying and selling of stocks around their ex-dividend dates to maximize dividend income.
█ How it Works
This script is a comprehensive tool for tracking and analyzing stock dividend data. It calculates growth rates, monthly and yearly totals, and allows for custom date handling. Structured to be visually informative, it provides tables and alerts for the easy monitoring of dividend-paying stocks.
Data Retrieval and Estimation: It fetches dividend payout times and amounts for a list of stocks. The script also estimates future values based on historical data.
Growth Analysis: It calculates the average growth rate of dividend payments for each stock, providing insights into dividend consistency and growth over time.
Summation and Aggregation: The script sums up dividends on a monthly and yearly basis, allowing for a clear view of total payouts.
Customization and Alerts: Users can input custom months for dividend tracking. The script also generates alerts for upcoming or current dividend payouts.
Visualization: It produces various tables and visual representations, including full calendar views and income tables, to display the dividend data in an easily understandable format.
█ Settings
Overview:
Currency:
Description: This setting allows the user to specify the currency in which dividend values are displayed. By default, it's set to USD, but users can change it to their local currency.
Impact: Changing this value alters the currency denomination for all dividend values displayed by the script.
Ex-Date or Pay-Date:
Description: Users can select whether to show the Ex-dividend day or the Actual Payout day.
Impact: This changes the reference date for dividend data, affecting the timing of when dividends are shown as due or paid.
Estimate Forward:
Description: Enables traders to predict future dividends based on historical data.
Impact: When enabled, the script estimates future dividend payments, providing a forward-looking view of potential income.
Dividend Table Design:
Description: Choose between viewing the full dividend calendar, just the cumulative monthly dividend, or a summary view.
Impact: This alters the format and extent of the dividend data displayed, catering to different levels of detail a user might require.
Show Dividend Growth:
Description: Users can enable dividend growth tracking over a specified number of years.
Impact: When enabled, the script displays the growth rate of dividends over the selected number of years, providing insight into dividend trends.
Customize Stocks & User Inputs:
This setting allows users to customize the stocks they track, the number of shares they hold, the dividend payout amount, and the payout months.
Impact: Users can tailor the script to their specific portfolio, making the dividend data more relevant and personalized to their investments.
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Disclaimer
The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information.
All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
Consensio Allocation ToolOriginally created and taught by Taylor Jenks, this indicator provides portfolio allocation suggestions based on the behaviour of price and 3 simple moving averages (4/10/40 by default)
(ie. when short & medium term SMAs are above the long term then allocation is to be 100%).
This percentage allocated to the stock/commodity is to be reduced as it passes below the SMA's, particularly as each moving average crosses.
Consensio is useful for scaling in and out of a position as the portfolio allocation will change according to the momentum of the asset.
The rules below are my own based on understanding of the trading system developed by Jenks and his online content.
This script has the following rules:
if fastAboveSlowMA and not mediumAboveSlowMA
allocation := 30.0
else if longAboveFastMA
allocation := 0.0
else if fastAboveMediumMA and fastAboveSlowMA
allocation := 100.0
else if not fastAboveMediumMA and fastAboveSlowMA
allocation := 80.0
else if not fastAboveMediumMA and not fastAboveSlowMA
allocation := 50.0
else if not mediumAboveSlowMA and fastAboveSlowMA
allocation := 50.0
// Calculate adjusted allocation percentage based on crossing moving averages
allocation := allocation + (priceAboveFastMA ? 10.0 : -10.0)
allocation := allocation + (priceAboveMediumMA ? 10.0 : -10.0)
Spot Index Generator - The Quant Science Create your own spot index and compare returns with a benchmark. With this tool you will be able to quickly check if your portfolio management is better than the benchmark. It is a professional tool suitable for medium to long-term investors who need to create a personal and custom index with only spot assets and need to compare it with the return of a specific market.
Features
You can create your own indexes using up to 10 different assets. Through the user interface you can adjust the weight for each asset, and the initial capital with which to build the index.
Quantitative Data
1. Index Return vs. Benchmark Return
Compare your personal index with the benchmark.
2. Index Average Return vs. Index Return
Compare the return of your index with the average of returns. You can adjust the averaging through the user interface.
3. Volatility Index Analysis using Index Return and Average Index Return
Show the volatility of your index move over key levels created using the average of your index returns.
For the example used in the chart, we created a custom index for the crypto market, including 8 different assets:
1. KUCOIN:ETHUSDT , 10%
2. BINANCE:BNBUSDT , 10%
3. BINANCE:MATICUSDT , 20%
4. BINANCE:AVAXUSDT , 5%
5. BINANCE:SOLUSDT , 5%
6. KUCOIN:GODSUSDT , 10%
7. KUCOIN:SANDUSDT , 10%
8. BITGET:SHIBUSDT , 30%
The reference benchmark is KUCOIN:SANDUSDT .
The period of analysis start at January 1, 2023 to today.
Timeframe selected: 5 min
Capital: 1000 USDT
Following the benchmark analysis, the built index (lime color) does not perform better than the benchmark (blue color). As can be seen, the index created a lower return than the benchmark.
Portfolio Tracker For Stocks & CryptoThis is a portfolio tracker that will track individual, overall and daily profit/loss for up to 12 assets. You can set the size of your buys and price of your buys for accurate, up to date profit and loss data right on your chart. It works on all markets and timeframes.
HOW TO USE
Go into the indicator settings and you will see all of the available settings. The first is the ability to turn the tracker info table on or off from the chart, so it saves your portfolio info but let’s you remove it from the chart while trading. Second is the option to move the position of the info table to suit your preference.
Next we get into setting up your portfolio tickers, order size and price. Each ticker lets you set which stock/crypto you bought, then set how much you purchased and then what price you purchased them at.
Go through and set up all of your assets and then turn off any tickers that you don’t need. Once that is all done, your portfolio will be shown on the chart with all the data.
FEATURES
Top Section
The portfolio tracker has 2 sections. The top section shows each ticker in your portfolio individually with the following data:
- Ticker Name
- Weight of that asset compared to your total portfolio in %
- Current value of that position in $
- Profit or loss value from purchase price in %
- Todays change in value from yesterday’s close in %
The $ Value, PnL % and Today % will all change colors from green to red depending if they are in profit or not.
Bottom Section
The bottom section of the tracker will give you info for your portfolio as a whole. It has the following data:
- Total cost of your entire portfolio in $
- Current value of your entire portfolio in $
- Current profit or loss of your entire portfolio in $
- Current profit or loss of your entire portfolio in %
- Todays change of your entire portfolio value compared to yesterday’s close in %
The $ Value, PnL $, PnL % and Today % will all change colors from green to red depending if they are in profit or not.
Portfolio PerformanceThis indicators will help you to compute portfolio performance and display results with a stats table and a nice monthly chart.
In this script you can do following:
Compose portfolio with up to 15 instruments
Change Initial capital / date range / rebalancing period
Compare portfolio performance with a benchmark
Compute basic stats
Compute instruments contribution
Display monthly performance of portfolio and benchmark
Change style for almost everything you see on your chart
Hope it will be useful for you!
Thanks to @MUQWISHI for helping me coding it.
Disclaimer
Please remember that past performance may not be indicative of future results.
Due to various factors, including changing market conditions, the strategy may no longer perform as well as in historical backtesting.
This post and the script don’t provide any financial advice.
Trading Portfolio Tracker - The Quant ScienceTrading Portfolio Tracker - The Quant Science™ is a tracking and monitoring trades application.
It is a very useful Pine app for day traders and scalpers. This trading portfolio tracker is a unique solution for users who would monitoring their day trading performance instantly and make more efficient trade management decisions.
HOW IT WORK
The user enters the required data before the application is launched. The software automatically generates the portfolio tracking with all performance data information.
DESCRIPTION
This app keeps track of up to 10 trades simultaneously. The user can activate or deactivate each trade from the user interface.
Using this application is very simple. Install it on your monitor and enter the required data parameters.
Required data for each trade:
1. Open price
2. Invested capital
3. Ticker
4. Leverage
5. Direction
Once this data has been entered, the software will generate the portfolio automatically. You will be able to edit closed trades or newly opened trades directly from the user interface and the software will automatically update with the new parameters.
Quansium Allocation RatioThis tool finds the most optimal allocation size for each trading setup. It has 3 modes.
Basic (it meets the minimum profitability requirements):
% Profitable: the probability of winning and is calculated by dividing the number of winning trades by the total number of trades.
Profit Ratio: a measure of the ability to generate profit instead of loss and is calculated by taking the average profit from all winning trades divided by the average losses on all losing trades.
Medium (it takes into account the maximum loss to stabilize the overall risk among the partitions):
Max Drawdown: the "worst-case scenario" for a trading period. It measures the greatest distance, or loss, from a previous equity peak.
Advanced (loss is not the only risk taken, the reward to risk ratio must also be accounted for):
Monthly Profit: the amount of average return a system provides on a monthly basis.
Monthly Loss: the highest loss given during the period of a month. It can be substituted by the Max Drawdown.
Notes :
The "check boxes" inputs are there as cosmetic separators.
"Basic" mode comes with preset values. To activate other modes, you must use a value higher than "0".
This shows the amount of percentage you should allocate for the setup you inserted the metrics for.
It is recommended to get values for each mode and find out on past data which works best for you.
NGRN BALANCE ALLOCATION INDICATOR v1NGRN BALANCE ALLOCATION INDICATOR - Version 1
Overview
This indicator can be used to determine trade quantities as the market ebb and flows. Deeper red histogram values would indicate more funds allocated to the buy/long condition, and higher green histogram values would indicate a larger percentage of funds to sell or short. Uses volume weighted moving average as the basis for Fibonacci bands where candle crosses/touches are measured.
Features
Length indicator to control period of time to evaluate VWMA basis
Option to use open, close, high, low, hl2, hlc3, ohlc3 as source for VWMA
Option to option to specify the type of contact on fib bands
Option to specify the multiplier for the fib bands
Clean/Simple UI - Facilitating ease of use.
Access
Access to use is FREE however the source code is protected .
4S4Slopes. hecate
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Using 4 smoothed Slopes (not lagging) and checking when they start to decrease (entering the orange zone) we can either get a general idea (although quite chaotic) view or general tendency of all together .
OR
Use them trading the equity in 4 parts. one will be trading on faster movements (faster slope), second slightly slower and the other two slower and slower. Faster ones will be more profitable but more aggressive and risky than the slower ones.
