ãã³ã²ã¤ãã¡ã¤ãã¯ã©ãåºå ´ä½åã®ç§ã®"ææ³"ãæ¸ãã¾ãã è¨èããã®ã¾ã¾ã®æå³ã§å®ç¾ãã¦ãã¾ã£ã¦ããä½åã¯å¥½ãã ãä»ä½ãæ¯å©ã§ã¯ãªãè¸çºãç»å ´ããããã®å¥å¦ããèªåã¯åç´ã«å¥½ãã§ããªã®ã§ä»ä½ããããé¢ç½ãã¨æãããæåãå°å¦æ ¡é«å¦å¹´ã®å¥³ã®åãç·æ¹¯ã«ããã¨ããã¸ã£ãããã¡ãã¨ãã£ã¦ãæå¾ ã®èªå¼->æºè¶³ãã¨ããæé ãè¸ã¾ãã¦ããã¨ãããè¯ãã£ãã ããã§ãææ³ãæ¸ãã«ããã£ã¦èªã¿ç´ããã¨ãããæ°ã«ãªããã¤ã³ããåã¤åºã¦ããã * ä¸»äººå ¬ã®è¸çºããæµ ç°ã®ç¶è¦ªã¨éã£ã¦æ¯å©ã§ã¯ãªãã¨ãããã¨ã * è¸æ°ã«ãªã£ãä¸»äººå ¬ã®å£ã¶ãã«ã¤ãã¦ã * æµ ç°ã®æ§åããããããªã£ãåå ã«ã¤ãã¦ã * ç·ä½ã¨ãã¦ããã®ä½åã¯ãªããªã®ãï¼ ## ä¸»äººå ¬ã®è¸çºããæµ ç°ã®ç¶è¦ªã¨éã£ã¦æ¯å©ã§ã¯ãªãã¨ãããã¨ã ä¸»äººå ¬ã®è¸çºãå¼·çã§ããããä½ã®èª¬æããªããæµ ç°ã®ç¶è¦ªãè¡æ¹ä¸æã§ããã¨ããæèãããã®ã§ãæ¯å©ããªãããããããã®
ãéç´ããã竹è±ä¸ä¹ ã俺ãã¡ã¯ããããå½ã«ä½ãã§ããããã¨ããæå¾ã®ä¸æãããã®ä½åã®é ãã価å¤è¦³ã示ãã¦ããããã«æããèªãæã¯ããéç´ããçããæå³ãä¸ãã¦ãããã¨ä¿¡ãã¦ãããã¾ããå½ã®æ¨©åã家ç¶é·å¶ã¨ãã£ããä¸è¬çã«å¤ãã¨ããã¦ãã価å¤è¦³ãä¿¡ãã¦ãããããã©ä¿¡ãããã«ã¯è¶³ãããã¤ãã«ã¯è£åãããâã æ·¡ã ã¨èªãããã§ãæå¾ã«æããããããç®èããå¼±ãããã表ãã¦ãããã¤ã¾ãããéç´ããæåºãããã¨ã§æªæ¥ã®ä¿è¨¼ãå¾ããã¨ããããã許ãå½ã®ããããã«å ã¾ãã¦ãããã¨ããé¡æããã¼ãã¯ç´ æ´ã ã¨æããã ãæµ ç°ã¨ä¸ç°ãããé¿é¨2 å¥ç´ã®ä¸åè¡¡ãã¨ããã©ãã§è¦ãã®ããæ¬å½ã«ããè¨èãªã®ãããè¦ãã¦ããªãè¨èãæãåºãããè¨ãããã®ã¯ãããããã¨ã ãè¨ã£ãæ¹ã¯è»½ãæ°æã¡ã ã£ããããããªãããã©ããããåããæ¹ã¯æ¡å¤éãåãæ¢ãã¦ããã®ãããããªãã ã ãããããã§éè¦ãªã®ã¯ãè¸çºã¨ããèªãèªç¾©
Aã°ã«ã¼ã ãéç´ã竹è±ä¸ä¹ ã寿å½ç³åå¶ããªããã®ãæ¡ç¨ãããä¸çã®è©±ãè¨å®ã®å¦ã¯ããã¨æããããããããä½è ã®ãé度ãªè¡¨ç¾ãæãããããã¨ããã®ãæ·¡ã ã¨ããæ¸ãã£ã·ããä½åä¸çã®å¼·åº¦ãé«ãã¦ãã¦ãè¯ãæå³ã§è²æ°ãæããæç« ã§å¥½ãã ã£ããããã¸æå¾ã«å·®ãè¾¼ã¾ããã俺ãã¡ãã¨ãã表ç¾ãæ®ãä¸ç©ã¨ä½é»ãã¾ããããããããã·ãã¨æ±ºã¾ã£ãæãã ãæµ ç°ã¨ä¸ç°ãé¿é¨ï¼ èªã¿é²ãã¦ããä¸ã«ããã¨ãã¨ããããããããããå¿å°ãããç§ãã¡ãæãæµ®ãã¹ãã¹ãã¼ãªã¼çãªãã®ãå²ç¬ããã®ãããã¿ã¤ãã¯éãããããã¾ã竹è±ããã¨åãããã£ããããã¨ããæç« ã§å¥½ã¿ã ã£ããã«ã¼ãããã©ãã©ãç¡è¦ãã¦çãéã«å ¥ã£ã¦ãããããªãããããä½ãæ¹ãªã®ããªã¨æã£ããå°çããã¨ãããç®çå°ã¨ã¯å ¨ç¶éã£ã¦ãã ãã©æ¯è²ãããããã¿ãããªãèè ã®ä»ã®ä½åãèªã¿ãããªãã ãæ°ããçæ´»ãåæ³¢ä¸ é¢ç½ãã£ãããæ°ããæ¥å¸¸ã®ï½ããããªãã
ã¯ããã«ããã³ã²ã¤ãã¡ã¤ãã¯ã©ãã¯å稿ç¨ç´6æ以å ã®æè¸ä½åã§ããã°å½¢å¼ãåããå¿åå¯è½ã審æ»å´ã被審æ»å´ã«å¯©æ»ãããã¨ããç¹å¾´çãªã²ã¼ã ã«ã¼ã«ãæ¡ç¨ããã¦ããã第ï¼ãï¼åã§ã¯ãå°èª¬ãã¸ã®åããæ¸å¿µäºé ã§ã¯ãããã®ã®ããã®ç¹å¾´çãªã²ã¼ã ã«ã¼ã«ããã«å¤§ä¼å ã§åºæã®ã ãã®ææç©ã§ããªãæå¦è¦³ãçãã¦ãã¾ããã¨ã«é«ãç¬åµæ§ãæããã ãè©ä¾¡ãã¨ã¯ãã£ãããã£ã¦ãã¾ãã°ä»»æã®è©ä¾¡è»¸ã§å¼µããã空éå ã§ã®é ç½®ã®ãã¨ã§ããæ¹è©ãã¨ã¯ãã®ç©ºéæ§é ã¸ã®è¨åãªã®ã§ã¯ãªããã¨ãµã¨æããã¨ããããç±åå¦ããçµ±è¨åå¦ãããã£ã¦ããæåãæ§é ãªãã¦ãã®ã¯ä½ããã®ããã³ã·ã£ã«ãè¨å®ãã¦ãã¾ãã°æå³ããã¨ããªãããã®ãªã«ããå¦ä½æ§ã«ãçãã¦ãã¾ããã®ã§ããã¨æãè¾¼ãã§ã¯ããããã©ããªãã°æè¸ã®å®è·µè ãããã«ä»å ¥ã§ããä½å°ã¯ã©ãã»ã©ããã®ãããã¨ã°ã®é£ãªãã®æä½ãæè¸è¡¨ç¾ã¨ãã空éãå¼µãè©ä¾¡è»¸ãç¨åº¦ã®å¤å®ãæ³£ããæã£ãç¬ã£
ãï¼»googleAnalyticsRï¼½éè² å¤è¡åå åå解ãç¨ããã¦ã¼ã¶ã¼ã¨é²è¦§ãã¼ã¸ã®ã¯ã©ã¹ã¿ãªã³ã°ï¼ã¨ã¬ã³ã¡ã³ãï¼ãfrom 廿TT GAã®ãã£ã¡ã³ã·ã§ã³ã«userBucketãã¨ããã®ãããã®ç¥ãã¾ããã§ããã userBucketï¼ãã¦ã¼ã¶ã¼ã1ãã100ã®ã°ã«ã¼ãã«ã©ã³ãã ã«æ¯ãåãããã®ã§,...
ä¹ ãã¶ãã«æ°å¦ã復ç¿ãããã¨æãç«ã¡ã¾ããããã®è¨äºã¯ãã®ã¡ã¢ã§ããã¾ãLatexã§æ°å¼ãæ¸ãããã®ç·´ç¿ã§ãã第13åã¯ç¢ºçåå¸ã¨çµ±è¨ã§ãã ãããé«æ ¡çã®é ããã®ç¯å²ã¯ã¨ã¦ãè¦æã§ä½ãè¨ã£ã¦ããã®ãå ¨ç¶ããã£ã¦ãã¾ããã§ãããããã¦ãã®å¾ããã¾ãã¡ããã¨ç解ãããã¨ããªããããã¾ã§ãã£ã¦ãããã§ãããã§ãæ©æ¢°å¦ç¿ã¨ã深層å¦ç¿ããããã¨ããã¨ããªãã ãå¿ é ãããã§ã⦠ã¾ããå½æãå½¢å¼çã«ä½¿ããã°ãªãã¨ããªã£ããã§ãããä»åã¯ãã£ãã復ç¿ãããã ããã¡ããã¨ç解ãã¦ã¿ããã¨æãã¾ãããããçµ±è¨å¦ããããªã«ãå®ç¨çãªãã®ã ã¨ã¯â¦ãã£ã¨æ©ãç¥ã£ã¦ããã¹ãã§ããã ãªããçµ±è¨å¦ã¯æå¼·ã®å¦åãã ããã§ãããé¢ç½ãããªæ¬ããªã¹ãã¼ããã«æãã¦ããã£ãã®ã§ãä»åº¦èªãã§ã¿ããã¨æãã¾ããããããã¨å¿ãããªã(ç¬) 復ç¿æã«é ãæ©ã¾ããã®ã¯ä¸è¨ã§ãã 確çå¤æ°ã®1次å¼ã®å¹³å æç§æ¸ã®ä¾é¡ã¨ãæå¾ å¤ã®æ±ãæ¹
人ã¯ããã¦æ»ã¬ çµ±è¨å¦ãç§å¦å²å¦ããã®ä»åéãªã©ãåå¼·ããå 容ã®å¿åé²ã¨å£²åãå ¼ãã¦ããã°å§ãã¾ããã ã¡ããã©MCMCæ³ã使ã£ã¦å¤æ²ç¹å帰ãè¡ã£ã¦ããã å¤æ²ç¹å帰ã¨ã¯ãé常ã®å帰ã¢ãã«ã« ãããç¹ãå¢ã«ãå帰ãã©ã¡ã¼ã¿ï¼å¾ããåçï¼ãå¤åããã ã¨ããä»®å®ãå ãã¦fittingãè¡ãã¢ãã«ã§ããã å種å帰ãã©ã¡ã¼ã¿ã«å ãã¦ãå¤æ²ç¹ã®ä½ç½®ãæ¨å®ã§ããã ãããããã説æã¯ã以ä¸ã®ãã¼ã¸ãåç §ããããã http://abrahamcow.hatenablog.com/entry/2015/09/08/172307 æ©éã ããäºå¾åå¸ã®å¯åº¦ãããããè¦ã¦ã¿ãããä»åã¯åãã©ã¡ã¼ã¿ã®äºååå¸ã«ãéæ£åãªä¸æ§åå¸ãä¸ããã®ã§ããã®å³ã¯æ¨å®ããã尤度é¢æ°ã¨ãã¦ã¿ããã¨ãã§ããã5000åã®warm-upã¨20000åã®ãµã³ããªã³ã°ãè¡ã£ãçµæãå ¨ã¦ã®ãã©ã¡ã¼ã¿ãååã«åæããï¼Rhat<1.0
ãï¼»rstan]混åãã¸ã¹ãã£ãã¯å帰ãç¨ããæ¤ç´¢ãã¼ã¯ã¼ãã®ã¯ã©ã¹ã¿ãªã³ã°ããfrom 廿TT æ¤ç´¢ãã¼ã¯ã¼ããå¹çã®è¯ã群ã¨æªã群ã«ãæ··åãã¸ã¹ãã£ãã¯å帰ã¢ãã«ã§ã¯ã©ã¹ã¿ãªã³ã°ããã¦ãã¾ãã rstanã§ã¢ããªã³ã°ããã¦ãã¾ãã åå¼·ï¼å®åã®åèã«ã
3Dåã°ã©ãæ²æ» å§å¡ä¼[1]ã®ä¸å¡ã¨ãã¦ãæ¥å¤ã3Dåã°ã©ãããã®ä¸çããæ²æ» ããããã«æ´»åãç¶ãã¦ããã¾ãã ä»åã¯ããªã3Dåã°ã©ãã使ã£ã¦ã¯ãããªãã®ããããã¦ãã°ã©ãã¨ãã¦åã°ã©ãã¯è¦ãããã°ã©ããªã®ãã«ã¤ãã¦æ¸ããã¦ããã ãã¾ãã ã¾ãã3Dåã°ã©ãã¨åã°ã©ãã«é¢ããè¨äºãã³ã¡ã³ããæ¸ãããã¦ã§ããµã¤ãããç´¹ä»ãããã¾ãã
ã©ã³ãã³ã°
ã©ã³ãã³ã°
ã©ã³ãã³ã°
ãªãªã¼ã¹ãé害æ å ±ãªã©ã®ãµã¼ãã¹ã®ãç¥ãã
ææ°ã®äººæ°ã¨ã³ããªã¼ã®é ä¿¡
å¦çãå®è¡ä¸ã§ã
j次ã®ããã¯ãã¼ã¯
kåã®ããã¯ãã¼ã¯
lãã¨ã§èªã
eã³ã¡ã³ãä¸è¦§ãéã
oãã¼ã¸ãéã
{{#tags}}- {{label}}
{{/tags}}