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what are the best dividen...
Forum: Stock Research
Last Post: Harpreet
01-12-2023, 11:28 PM
» Replies: 0
» Views: 29
Example using the Backtra...
Forum: Strategies and Indicators
Last Post: Sapna Mukherjee
12-11-2023, 12:35 AM
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» Views: 188
A volatility breakout str...
Forum: Strategies and Indicators
Last Post: Chethan
12-11-2023, 12:31 AM
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» Views: 170
Difference between "Futur...
Forum: Futures and Options
Last Post: Harpreet
06-11-2023, 12:32 AM
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» Views: 159
best strategy with Donchi...
Forum: Strategies and Indicators
Last Post: Harpreet
01-11-2023, 10:52 PM
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How to use the ADX indica...
Forum: Strategies and Indicators
Last Post: Harpreet
29-10-2023, 12:15 AM
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How to use Bollinger Band...
Forum: Strategies and Indicators
Last Post: Harpreet
26-10-2023, 05:02 PM
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what are the best indicat...
Forum: Strategies and Indicators
Last Post: Harpreet
25-10-2023, 07:33 PM
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how to use Heikin-Ashi (o...
Forum: Strategies and Indicators
Last Post: Harpreet
24-10-2023, 11:03 PM
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How to export mstock watc...
Forum: Stock Brokers
Last Post: Harpreet
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  what are the best divident paying stocks for 2024
Posted by: Harpreet - 01-12-2023, 11:28 PM - Forum: Stock Research - No Replies

what are the best divident paying stocks for 2024

i know ongc and bpcl are one of them

#ongc
#bpcl

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  Example using the Backtrader library in Python for backtesting purpose
Posted by: Sapna Mukherjee - 12-11-2023, 12:35 AM - Forum: Strategies and Indicators - No Replies

Code:
import backtrader as bt

class VolatilityBreakoutStrategy(bt.Strategy):
    params = (
        ("volatility_threshold", 1.5),  # Adjust based on historical volatility
        ("stop_loss", 0.02),
        ("take_profit", 0.04),
    )

    def __init__(self):
        self.volatility_threshold = self.params.volatility_threshold
        self.stop_loss = self.params.stop_loss
        self.take_profit = self.params.take_profit

        self.atr = bt.indicators.AverageTrueRange(self.data, period=14)

    def next(self):
        if self.atr[-1] < self.volatility_threshold * self.atr[-14]:
            # Volatility is low, potential breakout
            if self.data.close > self.data.close[-1]:
                # Buy signal (long)
                self.buy()
        elif self.position:
            # Check for stop-loss or take-profit conditions
            self.sell()

if __name__ == "__main__":
    cerebro = bt.Cerebro()

    data = bt.feeds.YahooFinanceData(dataname="AAPL", fromdate=datetime(2022, 1, 1), todate=datetime(2023, 1, 1))
    cerebro.adddata(data)

    cerebro.addstrategy(VolatilityBreakoutStrategy)
    cerebro.run()
    cerebro.plot(style="candlestick")
volatility breakout strategy simplified example using the Backtrader library in Python for backtesting purposes

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  A volatility breakout strategy is a trading strategy that aims to capitalize on price
Posted by: Chethan - 12-11-2023, 12:31 AM - Forum: Strategies and Indicators - No Replies

A volatility breakout strategy is a trading strategy that aims to capitalize on price movements following periods of low volatility. Traders employing this strategy anticipate that periods of low volatility will be followed by periods of high volatility, leading to significant price movements. Here is a basic outline of a volatility breakout strategy:

Strategy Overview:
Identify the Market Conditions:

Monitor a financial instrument (e.g., a stock, currency pair, or commodity) to identify periods of low volatility. Low volatility is often characterized by narrow price ranges and reduced price fluctuations.
Determine the Volatility Threshold:

Set a threshold to define when volatility is considered low. This threshold can be based on historical volatility measures, such as the average true range (ATR) or Bollinger Bands.
Wait for a Breakout:

When the price breaks above or below the defined volatility threshold, consider it a signal for a potential breakout. This breakout suggests that the market may be entering a period of increased volatility.
Confirm Breakout:

Implement additional criteria to confirm the breakout. This could include volume analysis, momentum indicators, or other technical indicators to validate the strength of the breakout.
Place Entry Order:

Place a market order or a stop order to enter the trade in the direction of the breakout. Some traders prefer to wait for a pullback after the breakout before entering to get a better entry price.
Set Stop-Loss and Take-Profit Levels:

Implement risk management by setting stop-loss orders to limit potential losses and take-profit orders to secure profits. The levels for stop-loss and take-profit can be determined based on technical analysis, support/resistance levels, or risk-reward ratios.
Adapt to Changing Conditions:

Periodically reassess market conditions and adjust the volatility threshold or other parameters of the strategy as market conditions evolve.

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  Difference between "Futures" and "Options"
Posted by: Harpreet - 06-11-2023, 12:32 AM - Forum: Futures and Options - No Replies

"Futures" and "Options" are financial derivatives that provide individuals and institutions with tools for hedging, speculating, and managing risks in the financial markets. They are commonly used in the world of finance and trading. Here's an overview of what futures and options are:

**Futures:**

1. **Definition:** A futures contract is a standardized financial contract between two parties that obligates one to buy and the other to sell a specific asset (such as a commodity, currency, stock index, or interest rate) at a predetermined price on a specified future date.

2. **Obligations:** Both parties are obligated to fulfill the terms of the contract when it expires. This means that the buyer must buy, and the seller must sell the underlying asset at the agreed-upon price, regardless of the asset's market price at the time of expiration.

3. **Market Purpose:** Futures contracts are often used for hedging or speculating. For example, a wheat farmer may use a wheat futures contract to lock in a price for their crop, reducing the risk of price fluctuations. Speculators use futures to profit from price changes without owning the actual asset.

4. **Leverage:** Futures contracts are highly leveraged, meaning you can control a large amount of the underlying asset with a relatively small initial investment, which can amplify both gains and losses.

5. **Standardization:** Futures contracts are standardized in terms of contract size, quality, expiration date, and other specifications. This standardization ensures liquidity and ease of trading on organized exchanges.

6. **Settlement:** Futures contracts can be physically settled (delivery of the actual asset) or cash-settled (payment of the price difference). Many contracts are cash-settled.

**Options:**

1. **Definition:** An options contract provides the holder (buyer) with the right, but not the obligation, to buy (call option) or sell (put option) a specific underlying asset at a predetermined price (strike price) within a specified time period.

2. **Rights, Not Obligations:** Unlike futures, options give the holder the right to buy or sell the underlying asset, but they are not obligated to do so. The seller (writer) is obligated to sell or buy if the holder chooses to exercise the option.

3. **Market Purpose:** Options can be used for hedging, income generation, and speculation. They are versatile instruments that can be applied in various market conditions.

4. **Leverage:** Options contracts also offer leverage, allowing investors to control the price movement of the underlying asset with a smaller initial investment.

5. **Types of Options:** Options come in two primary forms:
  - **Call Option:** Gives the holder the right to buy the underlying asset at the strike price.
  - **Put Option:** Gives the holder the right to sell the underlying asset at the strike price.

6. **Expiration Dates:** Options have expiration dates, after which they become worthless if not exercised. They can be classified as short-term (weekly or monthly) or long-term (quarterly or annually).

7. **Premium:** The buyer of an option pays a premium to the seller (writer) for the rights embedded in the contract.

In summary, futures are contracts that obligate both parties to buy and sell an asset, while options provide the holder with the right to buy or sell but not the obligation. Both derivatives are used for various financial purposes, including risk management, speculation, and income generation, and they are integral to modern financial markets.

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  best strategy with Donchian Channels
Posted by: Harpreet - 01-11-2023, 10:52 PM - Forum: Strategies and Indicators - No Replies

Donchian Channels are a technical analysis tool used in trading to identify potential breakout or trend-following opportunities. They consist of three lines: the upper channel (highest high over a specified period), the lower channel (lowest low over the same period), and the midline (the average of the upper and lower channels). Traders often use Donchian Channels to identify breakout points or to set stop-loss and take-profit levels. Here are a few common trading strategies using Donchian Channels:

1. **Breakout Strategy**:
  - **Entry:** Buy when the price crosses above the upper Donchian Channel or sell short when the price crosses below the lower Donchian Channel.
  - **Exit:** Set a stop-loss below the lower channel when buying or above the upper channel when selling short. Take profit when the price reaches a predetermined target.

2. **Dual Donchian Channels**:
  - Use two sets of Donchian Channels: a longer-term channel and a shorter-term channel.
  - **Entry:** When the price crosses above the upper channel of the shorter-term Donchian Channel, and the price is above the upper channel of the longer-term Donchian Channel, consider a long entry.
  - **Exit:** Use the same principles for short entries but in reverse.

3. **Donchian Channel Trend Following**:
  - **Entry:** Buy when the price is above the midline, indicating an uptrend. Sell short when the price is below the midline, indicating a downtrend.
  - **Exit:** Use additional technical indicators, such as moving averages or oscillators, to confirm trend direction and decide when to exit.

4. **Volatility Breakout Strategy**:
  - Calculate the Average True Range (ATR) to measure market volatility.
  - Adjust the Donchian Channel width (the number of periods) based on the ATR. Wider channels for higher volatility and narrower channels for lower volatility.
  - **Entry:** Buy when the price crosses above the upper channel or sell short when the price crosses below the lower channel.
  - **Exit:** Use a trailing stop or a set percentage-based stop.

5. **Filter with Moving Averages**:
  - Combine Donchian Channels with a moving average.
  - **Entry:** Buy when the price crosses above the upper channel and the moving average (e.g., 50-period) is sloping upward, indicating an uptrend. Sell short when the price crosses below the lower channel and the moving average is sloping downward, indicating a downtrend.
  - **Exit:** Use the moving average to confirm trend direction and set stop-loss and take-profit levels.

6. **Channel Width Filter**:
  - Measure the width of the Donchian Channels to assess market volatility.
  - **Entry:** Buy when the channel width is expanding (indicating increased volatility) and sell short when the channel width is contracting (indicating decreased volatility).
  - **Exit:** Use other indicators or patterns to confirm the trade direction and set exit points.

It's important to backtest and practice these strategies with paper trading or a demo account to understand their performance under various market conditions. Additionally, risk management and proper use of stop-loss orders are essential when implementing any trading strategy.

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  How to use the ADX indicator properly
Posted by: Harpreet - 29-10-2023, 12:15 AM - Forum: Strategies and Indicators - No Replies

The Average Directional Index (ADX) is a valuable technical indicator used to assess the strength of a trend. Here's how to use the ADX indicator properly:

1. **Understanding ADX Values:**
  - The ADX indicator's value typically ranges from 0 to 100.
  - An ADX value below 20 indicates a weak or non-existent trend.
  - An ADX value between 20 and 25 suggests the start of a potential trend.
  - An ADX value above 25 suggests a strengthening trend.
  - An ADX value above 40 indicates a strong and well-established trend.

2. **Combining ADX with Directional Movement Lines (DIs):**
  - The ADX is often used in conjunction with the Plus Directional Indicator (+DI) and Minus Directional Indicator (-DI).
  - +DI measures the strength of the uptrend, while -DI measures the strength of the downtrend.
  - The relationship between +DI and -DI can help identify the direction of the trend.

3. **Identifying Trend Strength:**
  - When the ADX is rising and above 25, it indicates an increasing trend's strength.
  - A rising ADX with +DI above -DI indicates a strengthening uptrend.
  - A rising ADX with -DI above +DI indicates a strengthening downtrend.
  - A falling ADX suggests a weakening trend.

4. **Using ADX for Trading Decisions:**
  - Traders often consider entering long positions when the ADX is rising and above 25, signifying a strengthening uptrend.
  - Short positions may be considered when the ADX is rising and above 25, indicating a strengthening downtrend.
  - It's crucial to use other technical and fundamental analysis in combination with the ADX for well-informed trading decisions.

5. **Risk Management:**
  - ADX can also be used to manage risk by setting stop-loss orders or adjusting position sizes based on trend strength.
  - In strong trends (ADX above 40), traders might use a larger trailing stop to capture more significant price moves.

6. **Timeframe Consideration:**
  - The effectiveness of the ADX may vary depending on the timeframe. It's essential to adjust the period of the ADX calculation according to your trading timeframe. Common periods are 14 and 21.

7. **Divergence and Convergence:**
  - Be watchful for potential divergence or convergence between the price and the ADX. Divergence may indicate a weakening trend, while convergence might signal a trend reversal.

8. **Backtesting and Practice:**
  - Before using the ADX for real trading, practice with historical data or paper trading to gain a better understanding of how it behaves under different market conditions.

Remember that no single indicator is foolproof, and it's crucial to use the ADX in conjunction with other technical and fundamental analysis techniques to make informed trading decisions. Additionally, always practice proper risk management and consider the overall market context.

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  How to use Bollinger Bands properly
Posted by: Harpreet - 26-10-2023, 05:02 PM - Forum: Strategies and Indicators - No Replies

Bollinger Bands are a technical indicator used to analyze the volatility and potential price reversals of a financial instrument. They consist of three lines:

1. **Middle Band (SMA):** This is a simple moving average of the asset's price over a specified period. It's typically set to a 20-day period, but you can adjust it to fit your analysis.

2. **Upper Band:** This is the middle band plus two times the standard deviation of the price over the same period. It quantifies the upper boundary of the price range.

3. **Lower Band:** This is the middle band minus two times the standard deviation of the price. It quantifies the lower boundary of the price range.

Bollinger Bands are used to identify potential price trends, reversals, and overbought or oversold conditions. Here's how to use them properly:

**1. Volatility Measurement:**
  - Bollinger Bands expand when there's high volatility and contract when there's low volatility. When the bands are close together, it indicates a period of low volatility, and when they spread apart, it indicates high volatility.
  - Traders often look for periods of low volatility followed by expansion because this can signal an impending price movement.

**2. Trend Identification:**
  - When the price moves above the upper band, it may indicate an overbought condition, and the price could reverse or consolidate.
  - When the price moves below the lower band, it may indicate an oversold condition, and the price could reverse or consolidate.
  - The middle band can serve as a support or resistance level.

**3. Reversal Signals:**
  - Reversal signals can occur when the price touches one of the bands and then moves back into the Bollinger Bands. This might indicate a reversal in the price trend.
  - For example, if the price touches or goes below the lower band and then moves back into the bands, it may signal a bullish reversal.

**4. Confirm with Other Indicators:**
  - Bollinger Bands are most effective when used in conjunction with other technical indicators, such as the Relative Strength Index (RSI) or the Moving Average Convergence Divergence (MACD). These indicators can provide additional insights into the strength of a trend or potential reversals.

**5. Time Frame Matters:**
  - Bollinger Bands can be used on different time frames. Short-term traders may use a 10-day period for the bands, while longer-term investors may use a 50-day period. Choose a period that aligns with your trading or investing style.

**6. Practice and Analysis:**
  - To use Bollinger Bands effectively, practice analyzing historical price data and observing how different situations correlate with price movements.
  - Consider backtesting your strategies with Bollinger Bands to see how they would have performed in the past.

Remember that no single indicator is infallible, and it's essential to use Bollinger Bands as part of a comprehensive trading or investment strategy. Always practice proper risk management and combine Bollinger Bands with other tools and analysis methods to make well-informed decisions.

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  what are the best indicators to consider
Posted by: Harpreet - 25-10-2023, 07:33 PM - Forum: Strategies and Indicators - No Replies

The choice of the best stock indicators depends on your trading or investment strategy, your risk tolerance, and the specific time frame you are working with. Here are some commonly used stock indicators that traders and investors use to analyze price movements and make informed decisions:

1. **Moving Averages**:
  - **Simple Moving Average (SMA)**: Averages out the closing prices over a specific period, providing a smoothed trend line.
  - **Exponential Moving Average (EMA)**: Gives more weight to recent prices, making it more responsive to price changes.

2. **Relative Strength Index (RSI)**:
  - Measures the speed and change of price movements. It ranges from 0 to 100 and can help identify overbought or oversold conditions.

3. **Moving Average Convergence Divergence (MACD)**:
  - Consists of two moving averages and a histogram that shows the difference between them. It can help identify trends, crossovers, and divergences.

4. **Bollinger Bands**:
  - Consist of a middle band (SMA) and upper and lower bands that are standard deviations away from the middle band. They help identify volatility and potential reversal points.

5. **Stochastic Oscillator**:
  - Measures the relationship between the closing price and the price range over a specific period. It identifies overbought and oversold conditions.

6. **Fibonacci Retracement**:
  - Based on the Fibonacci sequence, it helps identify potential support and resistance levels.

7. **Volume**:
  - Analyzing trading volume can help confirm price trends and identify potential reversals.

8. **Average True Range (ATR)**:
  - Measures market volatility by considering the range between the high and low prices, along with gaps.

9. **On-Balance Volume (OBV)**:
  - Cumulatively adds or subtracts volume based on price movements. It helps determine the strength of a trend.

10. **Ichimoku Cloud**:
    - Consists of several lines that provide information on support, resistance, and trend direction.

11. **Parabolic SAR (Stop and Reverse)**:
    - Provides potential entry and exit points in a trending market.

12. **Williams %R**:
    - Measures the relationship between the closing price and the highest high over a specific period.

13. **Average Directional Index (ADX)**:
    - Measures the strength of a trend, helping to distinguish between strong and weak trends.

14. **Chaikin Oscillator**:
    - Combines moving averages with volume data to measure the accumulation or distribution of securities.

15. **Earnings Reports and Economic Indicators**:
    - Pay attention to company earnings reports, economic indicators, and news events that can impact stock prices.

It's essential to note that no single indicator is foolproof, and using multiple indicators in combination with fundamental analysis and market research can help provide a more comprehensive view of a stock or market. Additionally, the choice of indicators may vary based on your trading style, whether it's day trading, swing trading, or long-term investing. Always conduct thorough research and consider the context in which you are trading or investing.

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  how to use Heikin-Ashi (or Haiken Ashi) properly
Posted by: Harpreet - 24-10-2023, 11:03 PM - Forum: Strategies and Indicators - No Replies

The Heikin-Ashi (or Haiken Ashi) strategy is a popular trading approach based on the Heikin-Ashi candlestick chart, which is a modified candlestick chart that filters out noise and provides a smoother representation of price movements. Heikin-Ashi charts are often used by traders to identify trends and make more informed trading decisions. Here's a basic outline of a Heikin-Ashi strategy:

**Heikin-Ashi Candlestick Chart:**
- In a Heikin-Ashi chart, each candlestick is calculated differently from traditional candlestick charts.
- The opening price of a Heikin-Ashi candlestick is the average of the previous candle's open and close.
- The closing price is the average of the current candle's open, high, low, and close.
- The high and low prices are straightforward; they are the highest and lowest prices during the candle's time period.

**Heikin-Ashi Strategy:**
The Heikin-Ashi strategy can be used in different ways, but one common approach is trend-following. Here's a simple example of a trend-following strategy:

1. **Trend Identification:**
  - Look at the Heikin-Ashi chart and identify the direction of the trend. A bullish trend is characterized by a sequence of green (or hollow) candlesticks, and a bearish trend is characterized by a sequence of red (or filled) candlesticks.

2. **Entry Signals:**
  - To enter a trade during a bullish trend, you might wait for a green candlestick to form after a series of red ones, indicating a potential trend reversal.
  - To enter a trade during a bearish trend, you might wait for a red candlestick to form after a series of green ones.
 
3. **Stop Loss and Take Profit:**
  - Set stop-loss and take-profit levels to manage risk. These levels can be determined based on your risk tolerance and the historical volatility of the asset.

4. **Trade Management:**
  - As the trend progresses, monitor the Heikin-Ashi chart for signs of a trend reversal. You may exit the trade when you see the first signs of a candlestick indicating a potential reversal.

5. **Risk Management:**
  - Always use proper risk management techniques, such as setting a maximum risk percentage per trade.

6. **Backtesting and Optimization:**
  - Before using any trading strategy, it's important to backtest it on historical data to see how it would have performed in the past. You can also optimize the strategy's parameters based on your chosen asset and time frame.

It's important to note that no trading strategy, including Heikin-Ashi strategies, guarantees success in the financial markets. Markets can be unpredictable, and it's essential to combine technical analysis with proper risk management and a clear trading plan.

Additionally, you can use Heikin-Ashi strategies in conjunction with other technical indicators and analysis methods to improve the accuracy of your trading decisions.

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  How to export mstock watchlist to excel
Posted by: Harpreet - 23-10-2023, 12:40 AM - Forum: Stock Brokers - No Replies

How to export mstock watchlist to excel
i want to export complete watch list to ms excel

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