BAJAJ BROKING

Notification close image
No new Notification messages
card image
Euro Pratik Sales Ltd IPO
Apply for the Euro Pratik Sales Ltd IPO through UPI in Just minutes
delete image
card image
Start your SIP with just ₹100
Choose from 4,000+ Mutual Funds on Bajaj Broking
delete image
card image
Open a Free Demat Account
Pay ZERO maintenance charges for the first year, get free stock picks daily, and more.
delete image
card image
Trade Now, Pay Later with up to 4x
Never miss a good trading opportunity due to low funds with our MTF feature.
delete image
card image
Track Market Movers Instantly
Stay updated with real-time data. Get insights at your fingertips.
delete image

What Is Quantitative Trading?

When I first came across the term “quantitative trading,” I imagined it was something reserved for maths experts sitting in closed rooms with endless equations. The reality is simpler. Quantitative trading uses mathematical and statistical models to make investment decisions. It is a bit like having a disciplined companion who tracks stock prices and trading volumes without emotion. Earlier, this space was dominated by large institutions, but today, even individual investors can access such tools. 

The process usually involves building a model, feeding it market data, and then using the output to estimate future prices of stocks or currencies. I tried it with forex once and quickly realised how challenging it can be to predict currency movements, no matter how well the model is designed.

 

How Does Quantitative Trading Work?

It's like following a recipe. First, you obtain the raw materials, which include past and present market information. After that, you make a model, which is a bit like putting together the right spices to see if a certain taste works. You "backtest" it on old data to see if it would have worked in the past before you serve it.

Last, you put the program to work in a real market. The great thing about it is that it takes away a lot of the emotional decision-making. I will say, though, that the speed can be scary. In milliseconds, trades happen, which is too fast for me to keep up with on my own.

Examples of Quantitative Trading

For example, an investor uses quantitative trading to decide the stocks he wants to invest in. The algorithmic or quantitative trading system scans multiple variables such as volume, gains, momentum, and more. The stock with the highest-rated variables is chosen by the investor.

Basic Components of Quantitative Trading

I used to think I could just look at charts and wing it. This method taught me quickly that organised parts are important:

  • Analysis of Price and Volume: These are your first clues; they are easy but tell you a lot.
  • Short-Term Strategies: Mean reversion and other tools are used to track small market changes.
  • Technical Indicators: Moving averages or RSI give you clear times to buy and sell.
  • Backtesting and Risk Management: Test and set limits before you risk real money. This step has kept me from making a lot of mistakes.

What are Advantages of Quantitative Trading?

Markets can be searched by algorithms, and deals can be made quickly. I was amazed as I watched my screen the first time my code made a trade in seconds, which is something I could never do by hand.

It helps traders stay calm. I didn't sell out of fear when the market dropped quickly because my system just did what it was supposed to do without questioning it.

Every choice is based on facts. It makes me feel better to know that my trades are based on facts and not just a "gut feeling."

Multitasking is possible. I can be making breakfast while my code checks several stocks, which is not possible when dealing with them manually.

What are the Disadvantages of Quantitative Trading?

  • Markets are always shifting. I once had a profitable plan fail within just a few weeks because the market changed in a way I hadn't expected.
  • A lot of tactics are based on short-term gains and need to be changed all the time. When my "set it and forget it" plan stopped working, I learnt this the hard way.
  • Lost results can be caused by bad info. My biggest mistake was using an old price feed, which threw off the whole system and caused me to lose a lot of money.
  • It needs technical know-how. I often felt stuck because I didn't know how to code or analyse data, so I relied on friends who knew a lot about technology.

Most Effective Quantitative Trading Strategies

Based on my tests, these four steps are the most important:

  1. Figure out your strategy: choose a way that will help you reach your goals.
  2. Backtest your strategy: When you backtest a strategy, you look at how well it would have worked in the past.
  3. Execution System: Make sure it works well and doesn't cost too much.
  4. Manage your risks: Know that you will lose money sometimes. Make plans for them. The best model can't always tell what will happen in the market.

Conclusion

The markets are always changing, just like the weather. Quantitative analysis can help you find chances in both the stock market and the foreign exchange market (forex). It's not a magic wand, though. I've won a lot of games and lost a lot of games.

The key? Don't think of it as your only tool. Use your best judgment when balancing models, and don't forget about the risk.

Share this article: 

Frequently Asked Questions

No Data Found

search icon
investment-card-icon

What is the 5-3-1 Rule in Trading

Struggling with too many trades? The 5-3-1 rule simplifies trading by bringing focus, discipline, and consistency, helping you make smarter trading decisions.

investment-card-icon

What Type of Trader Are You?

Assess your trading style: fundamental, noise, sentiment, or arbitrage. Learn which approach fits your investment goals for smarter decisions with Bajaj Broking.

investment-card-icon

What is Market Depth (DOM)?

Learn what market depth or DOM means in trading, how it reflects liquidity, and how to use the order book, Level 2 data, and other indicators to predict price movements and improve trade execution.

investment-card-icon

Value Trap

A value trap looks like a bargain but underperforms. Spot the signs, avoid common mistakes, and make smarter investment decisions with the right approach.

investment-card-icon

What is Impact Cost in Trading

Impact cost shows how market moves affect trade prices. Learn the calculation method and its significance in liquidity and trading efficiency for better execution.

investment-card-icon

What is Statistical Arbitrage- Strategies & Benefits

Statistical arbitrage uses quantitative strategies for market advantage. Understand how it works, its benefits, and challenges in this advanced trading approach.

investment-card-icon

Why Do Investors Miss Obvious Multibaggers?

Missing the next multibagger? Over-diversification and lack of focus might be why. Gain sharper insights into what separates average from high-growth picks.

investment-card-icon

Cash Trading

Cash trading involves buying stocks with full payment upfront. See how it works, its advantages over margin trading, and how it fits into smart investment strategies.

investment-card-icon

What is Overnight Trading

Discover what overnight trading is, its benefits, and how to place after-market orders (AMOs) in India. Learn about trading hours and strategies with Bajaj Broking.

investment-card-icon

What is Averaging Up in Stock Trading

Averaging up in stock trading involves buying more shares as prices rise. See how this strategy works, its benefits, and how to apply it for better returns.

Disclaimer :

The information on this website is provided on "AS IS" basis. Bajaj Broking (BFSL) does not warrant the accuracy of the information given herein, either expressly or impliedly, for any particular purpose and expressly disclaims any warranties of merchantability or suitability for any particular purpose. While BFSL strives to ensure accuracy, it does not guarantee the completeness, reliability, or timeliness of the information. Users are advised to independently verify details and stay updated with any changes.

The information provided on this website is for general informational purposes only and is subject to change without prior notice. BFSL shall not be responsible for any consequences arising from reliance on the information provided herein and shall not be held responsible for all or any actions that may subsequently result in any loss, damage and or liability. Interest rates, fees, and charges etc., are revised from time to time, for the latest details please refer to our Pricing page.

Neither the information, nor any opinion contained in this website constitutes a solicitation or offer by BFSL or its affiliates to buy or sell any securities, futures, options or other financial instruments or provide any investment advice or service.

BFSL is acting as distributor for non-broking products/ services such as IPO, Mutual Fund, Insurance, PMS, and NPS. These are not Exchange Traded Products. For more details on risk factors, terms and conditions please read the sales brochure carefully before investing.

Investments in the securities market are subject to market risk, read all related documents carefully before investing. This content is for educational purposes only. Securities quoted are exemplary and not recommendatory.

[ Read More ]

For more disclaimer, check here : https://www.bajajbroking.in/disclaimer

Our Secure Trading Platforms

Level up your stock market experience: Download the Bajaj Broking App for effortless investing and trading

Bajaj Broking App Download

11 lakh+ Users

icon-with-text

4.4 App Rating

icon-with-text

4 Languages

icon-with-text

₹6400+ Cr MTF Book

icon-with-text
banner-icon

Open Your Free Demat Account

Enjoy low brokerage on delivery trades

+91

|

Please Enter Mobile Number

Open Your Free Demat Account

Enjoy low brokerage on delivery trades

+91

|