ðãã¯ãã«ã«ææš
January 17, 2023
ãã¯ãã«ã«ææšãŸãšã. #
Technical Indicators(aka. Technicals).
éå»ã®ãã£ãŒãããæ¬¡ã®å€åãã®ç®å®ã«ãªãæ å ±ãæœåºããããã®èšç®ã¢ã«ãŽãªãºã , èŠçŽçµ±èšé.
ãã¬ã³ãã»åå·®ã»æé«äŸ¡æ Œããã®æ¯çã»åžå Žå¿ççæ§ã ãªèгç¹ããææšãäœæãããŠçºè¡šãããŠãã.
ã¡ã¢ãç ©éãªã®ã§, ðéåŒã: ãã¯ãã«ã«ææšãåèã«.
ãã¯ãã«ã«ææš: ãã¬ã³ãç³»ææš(é 匵ã) #
ãã¬ã³ãã®æ¹åæ§ãå€å®ãã. ç§»åå¹³åããæŽŸçããç©ãªã©.
ç§»åå¹³åç·(MA) #
Moving Average.
äžå®æéã®çµå€ã®å¹³åå€ãã€ãªãåãããæãç·ã°ã©ã, ããŒãœã¯è¶³ãã£ãŒããšäžç·ã«å®¶ãæ¯ããããšãå€ã. æãæåãªãã®ã¯SMAã§ãã, 掟çããããããã.
SMA #
åçŽç§»åå¹³è¡ç·, Simple Moving Average. ãã¶ãæãæå.
WMA #
å éç§»åå¹³å, WMA, Weighted Moving Average.
SMAã®æ¹è¯ã§å¹³åãåãéã«çŽè¿ã®æéãããèŠçŽãããããã«éã¿ä»ãããããã®.
EMA #
ææ°å¹³æ»ç§»åå¹³åç·, EMA, Exponential Moving Average.
WMAã®æ¹è¯ã§, WMAãç·åœ¢ãªéã¿ä»ãã«å¯ŸããŠEMAã¯ææ°é¢æ°çãªéã¿ä»ãããã.
SMA, WMA, EMAã®é ã§, çŽè¿ã®å€åããããåæ ããããšãã§ããã®ã§, ãã€ãã¬ãŒããã¹ãã£ã«ãã³ã°ã®ãããªçæã§ã¯ããSMAãããWMA, EMAãé©ããŠãã.
ãã³ãã£ã³ãã£ãã« #
é«äœç·, Donchain-Channels. HLãã³ã, ãã©ã€ã¹ã»ãã£ãã«ãšã.
ãªãã£ãŒãã»ãã³ãã£ã³ïŒRechard DonchianïŒæ°ãæå±ãã4é±ã«ãŒã«ãåºç€ãšãããã¬ã³ããã©ããŒïŒé 匵ãïŒçšã®ãã¬ã€ã¯ã¢ãŠãã·ã¹ãã ãèŠèŠåãããã¬ã³ãç³»ã®ãã¯ãã«ã«ææš.
- links
ã¢ã¡ã³ã¿ã #
ããªã³ãžã£ãŒãã³ã #
ä»åŸã®çžå Žã®ã¬ã³ãž (å€å¹ ) ãå転ã倿ããææš. äžäžã«äžæ¬ã¥ã€ãã³ããåŒããäžäžå¹ ã¯ç§»åå¹³åç·ãåºæºãšããæšæºåå·®ã§æ±ºãŸããŸã.
è²·ããããã売ããããã倿ããããšãåºæ¥ãæå¹ãªãã¯ãã«ã«ææš.
- ããªã³ãžã£ãŒãã³ã (Bollinger bands)-ãã¯ãã«ã«åæææšè§£èª¬
- FX 宿Šãã£ãŒãè¡ ç¬¬ 2 å ããªã³ãžã£ãŒãã³ãã» MACD|FX|å€çºãªã³ã©ã€ã³ FX ååŒ - ããªãã®çºã®, å€çºã.
Bollinger_val = (price - rolling_mean) / (rolling_std)
ãã¯ãã«ã«ææš: ãªã·ã¬ãŒã¿ãŒç³»(é匵ãç³») #
éå»ã®å€åããã, ä»ã®äŸ¡æ Œãé«ãäœçœ®ã«ããã®ãå®ãäœçœ®ã«ããã®ããå€å®ãã. ãã¬ã³ãã®è»¢æç¹ãå€å®ãã. ããŒã»ã³ãã§è¡šç€ºããç©ãå€ã.
RSI #
The Relative Strength Index, çžå¯Ÿåä¿æ°.
çŸåšã®çžå Žã®çžå¯ŸçãªåŒ·åŒ±ïŒåã¯éç±æïŒãè¡šãææš. J.W.ã¯ã€ã«ããŒãèæ¡.
売ããããè²·ãããããå€å®ããããã«äœ¿ãããŠ, é匵ãããã¬ã³ãå転ã®å€æã«äœ¿ããã.
Standard Deviation Volatility #
Standard Deviation Volatility. æšæºåå·®ãã©ãã£ãªãã£.
ãã©ãã£ãªãã£ãã¿ãæãåºæ¬çãªææš. stddev, SDV.
Historical Volatility #
Historical Volatility. ãã¹ããªã«ã«ãã©ãã£ãªãã£.
çŸåšäŸ¡æ Œã®å·®åç³»å(äžã€åã®äŸ¡æ Œãšã®å·®å)ã®æšæºåå·®. æç³»åããŒã¿ã®å·®åç³»åããšããš, ãã¬ã³ãã®åœ±é¿ãå°ããããããšãã§ãã.
ãªãäžè¬çãªã®ã¯ãã¡ãã§ã¯ãªãSDV.
Realized Volatility #
- refs.
- [é«é »åºŠããŒã¿ã«ãããã©ãã£ãªãã£ã®æšå® - æŽç°èJPX2007]
- https://www.kaggle.com/competitions/optiver-realized-volatility-prediction
- Optiver å®çŸãã©ãã£ãªãã£äºæž¬ | Kaggle
- æ©æ¢°åŠç¿ã«ããæ ªäŸ¡äºæž¬KaggleåæŠãããïŒããšã ïŒ UKI - Qiita
ATR #
Average True Range.
çžå Žã®ãã©ãã£ãªãã£(å€åç)ã瀺ããã¯ãã«ã«ææš. ç¹å®ã®æéã«ãããäŸ¡æ Œã®å€åå¹ ã確èªã§ãã. å€å žãã€çéãªææ³.
å©ç確å®ãæåãã®ç®æšãèšå®ããéã«å©çšãããããšãå€ã.
- refs.
- links
References #
- ãã¯ãã«ã«ææšäžèЧ - Wikipedia
- https://twitter.com/HsakaTrades/status/1030321802403373057
- è±èªã ãã©åªè¯ãªTwitter Thread. ãã¯ãã«ã«åæãã¿ãŒã³.
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