<d> Comparison Of SMA ,EMA & WMA - Kaunsa Moving Average Best Hai?
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Comparison Of SMA ,EMA & WMA – Kaunsa Moving Average Best Hai?

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Moving Average kya hai  ? 

  • Moving Average (MA) ek popular technical indicator hai jo traders aur investors stock trends, entry/exit points, aur market ki direction samajhne ke liye use karte hain. Candlestick charts par ise line ki tarah dikhaya jata hai, jo price movements ko “smooth” karti hai.
  • MA line se pata chalta hai ki stock upward trend (ऊपर जा रहा) ya downward trend (नीचे जा रहा) mein hai.
  • Candlesticks ke daily ups-downs ko smooth karke clear picture dikhata hai.

 

Virat Kohli ke Runs aur Stock Moving Average ka Connection – Samjho Seedhe Cricket Example se! 

 

Virat ke 10 Matches ke Runs (Stock Prices ki Tarah)

Matches: 10
Runs: 20, 30, 25, 35, 50, 100, 10, 50, 35, 55
Total Runs = 20+30+25+35+50+100+10+50+35+55 = 410
Average (10 Matches) = 410 / 10 = 41

11th Match mein 60 Runs Banaaye → New Average?

  • New Total Runs = Purane 410 + 60 (11th match) – 20 (1st match ko hatao, kyuki SMA “window” slide hota hai).
  • Total = 410 + 60 – 20 = 450
  • New Average (Matches 2-11) = 450 / 10 = 45
  • Result: Average 41 → 45 (Badh gaya!)
    Matlab Virat ka form improve hua!

12th Match mein 10 Runs Banaaye → Fir Average?

  • New Total = 450 + 10 (12th match) – 30 (2nd match ko hatao).
    • Total = 450 + 10 – 30 = 430
  • New Average = 430 / 10 = 43
  • Result: Average 45 → 43 (Gir gaya!)
    Matlab performance thodi kamjor hui.

 

Kya Matlab Hua?

  • Average Badhna = Virat consistently acha perform kar raha (ya stock price upar ja raha).
  • Average Gire = Performance down hai (ya stock ne momentum kho diya).
  • Har Naya Data Point (match/price) Purane ko Replace Karta Hai!

 

Trading Platforms par MA kaise Set Karein? (Zerodha, Upstox, TradingView)

  • Chart kholo (Nifty, Stock, ya Crypto ka).
  • Indicators section se “Moving Average” choose karo.
  • Settings mein time period aur type (SMA/EMA) select karo.
  • MA Simple hai, Aur har platform par available hai .

 

Moving Average Kaise Kam Karta Hai ?
  • Moving Average ko App Support and Resistance ke tarah bhi use kar sakte hai to Market trend Ko Follow karte huve Chalta hai
  • Do ya Tin Moving Averages  ko Mix Karke App Crossover Trading Strategy bhi Bana Sakte hai jo app Har Trading Types ke liye Use Kar Sakte hai .
  • Moving Average ko aur dusre indicators Ke Saath Chart par laga sakte hai hai , Aur aapke ke Hisab se Trading Trading Strategy bana sakte hai .

 

SMA vs EMA vs WMA – Kaunsa Moving Average Best Hai?

 

Simple Moving Average (SMA)

  • Definition: Fixed period (जैसे 10 दिन) के सभी prices का सीधा औसत।
  • Weight: सभी prices को equal importance मिलती है।
  • Reaction Speed: Slow (पुराने और नए डेटा को समान मानता है)।
  • Use Case: Long-term trends, जैसे 200-day SMA से market का health check करना।
  • Example: 5-day SMA = (₹10 + ₹12 + ₹11 + ₹13 + ₹14)/5 = ₹12.

 Exponential Moving Average (EMA)

  • Definition: Latest prices को ज्यादा weight देने वाला औसत (exponentially)।
  • Weight: नए data को 50-60% तक importance, पुराने को कम।
  • Reaction Speed: Fast (sudden price changes को जल्दी पकड़ता है)।
  • Use Case: Short-term trading (intraday/swing), जैसे 20-day EMA।
  • Example: अगर आज का price ₹14 है, तो EMA उसे SMA से ज्यादा भार देगा।

 Weighted Moving Average (WMA)

  • Definition: Latest prices को linear weight (1,2,3,4…) देता है।
  • Weight: Day 1=1, Day 2=2,…Day 5=5 (जितना नया, उतना भारी)।
  • Reaction Speed: Moderate (SMA से fast, EMA से slow)।
  • Use Case: Moderate-term trends, जहाँ SMA और EMA के बीच balance चाहिए।
  • Example: 5-day WMA = (₹10×1 + ₹12×2 + ₹11×3 + ₹13×4 + ₹14×5)/15 = ₹12.6।

 

SMA vs EMA vs WMA – Kaunsa Best Hai?

Lag: SMA > WMA > EMA (SMA ka lag sabse zyada, EMA ka sabse kam)
Responsiveness: EMA > WMA > SMA (EMA sabse fast react karta hai)
Data Usage: SMA aur WMA fixed period ka use karte hain, EMA pura historical data rakhta hai.
Popularity: EMA trading platforms pe sabse zyada use hota hai, WMA comparatively rare hai.

Best Choice:

  • SMA agar long-term investment ke liye stability chahiye.
  • EMA agar short-term trading aur fast trend identification chahiye.
  • WMA agar balanced approach chahiye, lekin complexity aur low popularity ko dhyan me rakhna hoga.

 

Conclusion:

  1. Agar aapko long-term trend dekhna hai toh SMA best hai,
  2. agar jaldi trend shift pakadna hai toh EMA better hai,
  3. Aur agar thoda smooth but responsive moving average chahiye toh WMA ek option ho sakta hai,
  4. lekin EMA ki popularity aur efficiency ke karan WMA kam use hota hai.
  5. SMA, EMA, WMA तीनों “औसत” हैं, लेकिन हर एक market को अलग नज़रिए से देखता है।

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