{"id":589,"date":"2023-07-29T09:51:50","date_gmt":"2023-07-29T09:51:50","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%a6%e1%86%ab%e1%84%8c%e1%85%a1%e1%84%86%e1%85%b5%e1%84%82%e1%85%b5-%e1%84%92%e1%85%a9%e1%84%92%e1%85%b3%e1%84%87%e1%85%a6%e1%84%85%e1%85%b3%e1%84%80%e1%85%b3-%e1%84%8c%e1%85%a5%e1%86%af\/"},"modified":"2023-07-29T09:51:50","modified_gmt":"2023-07-29T09:51:50","slug":"%e1%84%87%e1%85%a6%e1%86%ab%e1%84%8c%e1%85%a1%e1%84%86%e1%85%b5%e1%84%82%e1%85%b5-%e1%84%92%e1%85%a9%e1%84%92%e1%85%b3%e1%84%87%e1%85%a6%e1%84%85%e1%85%b3%e1%84%80%e1%85%b3-%e1%84%8c%e1%85%a5%e1%86%af","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%a6%e1%86%ab%e1%84%8c%e1%85%a1%e1%84%86%e1%85%b5%e1%84%82%e1%85%b5-%e1%84%92%e1%85%a9%e1%84%92%e1%85%b3%e1%84%87%e1%85%a6%e1%84%85%e1%85%b3%e1%84%80%e1%85%b3-%e1%84%8c%e1%85%a5%e1%86%af\/","title":{"rendered":"Benjamini-hochberg \uc808\ucc28 \uc548\ub0b4"},"content":{"rendered":"

<\/p>\n

\n

\ud1b5\uacc4 \uac80\uc815\uc744 \uc218\ud589\ud560 \ub54c\ub9c8\ub2e4 \uadc0\ubb34 \uac00\uc124\uc774 \ucc38\uc774\ub354\ub77c\ub3c4 \uc6b0\uc5f0\ud788 0.05 \ubbf8\ub9cc\uc758 p-\uac12\uc744 \uc5bb\uc744 \uac00\ub2a5\uc131\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

\uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \uc2dd\ubb3c\uc758 \ud3c9\uade0 \ud0a4\uac00 10\uc778\uce58\ubcf4\ub2e4 \ud070\uc9c0 \uc54c\uace0 \uc2f6\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ud14c\uc2a4\ud2b8\ub97c \uc704\ud55c \uadc0\ubb34 \uac00\uc124\uacfc \ub300\ub9bd \uac00\uc124\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

H 0<\/sub> :<\/strong> \u03bc = 10\uc778\uce58<\/span><\/p>\n

HA<\/sub> :<\/strong> \u03bc > 10\uc778\uce58<\/span><\/p>\n

\uc774 \uac00\uc124\uc744 \ud14c\uc2a4\ud2b8\ud558\uae30 \uc704\ud574 \ub098\uac00\uc11c \uce21\uc815\ud560 \uc2dd\ubb3c 20\uc885\uc758 \ubb34\uc791\uc704 \uc0d8\ud50c\uc744<\/a> \uc218\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc2dd\ubb3c \uc885\uc758 \uc2e4\uc81c \ud3c9\uade0 \ub192\uc774\uac00 10\uc778\uce58\uc784\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \ube44\uc815\uc0c1\uc801\uc73c\ub85c \ud0a4\uac00 \ud070 \uc2dd\ubb3c 20\uac1c \ud45c\ubcf8\uc744 \uc120\ud0dd\ud558\uc5ec \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud560 \uac00\ub2a5\uc131\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

\uadc0\ubb34\uac00\uc124\uc774 \ucc38\uc774\ub354\ub77c\ub3c4(\uc774 \uc2dd\ubb3c\uc758 \ud3c9\uade0 \ud0a4\ub294 \uc2e4\uc81c\ub85c 10\uc778\uce58\uc600\uc2b5\ub2c8\ub2e4), \uc774\ub97c \uae30\uac01\ud588\uc2b5\ub2c8\ub2e4. \ud1b5\uacc4\uc5d0\uc11c\ub294 \uc774\ub97c ‘\uac70\uc9d3 \ubc1c\uacac’\uc774\ub77c\uace0 \ubd80\ub985\ub2c8\ub2e4. \ub2f9\uc2e0\uc740 \ubc1c\uacac(\u201c\uc911\uc694\ud55c \uacb0\uacfc\u201d)\uc744 \ud588\ub2e4\uace0 \uc8fc\uc7a5\ud558\uc9c0\ub9cc \uc774\ub294 \uc0ac\uc2e4 \uac70\uc9d3\uc785\ub2c8\ub2e4.<\/span><\/p>\n

\uc774\uc81c \ud55c \ubc88\uc5d0 100\uac1c\uc758 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\ub97c \uc2e4\ud589\ud55c\ub2e4\uace0 \uc0c1\uc0c1\ud574 \ubcf4\uc138\uc694. \uc54c\ud30c \uc218\uc900<\/a> 0.05\ub97c \uc0ac\uc6a9\ud558\uba74 \uac1c\ubcc4 \ud14c\uc2a4\ud2b8\uc5d0\uc11c \uc798\ubabb\ub41c \ubc1c\uacac\uc744 \ud560 \ud655\ub960\uc740 5%\uc5d0 \ubd88\uacfc\ud558\uc9c0\ub9cc, \uc774\ub807\uac8c \ub9ce\uc740 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uae30 \ub54c\ubb38\uc5d0 100\ubc88 \uc911 5\ubc88 \uc815\ub3c4\ub9cc \uc798\ubabb\ub41c \ubc1c\uacac\uc73c\ub85c \uc774\uc5b4\uc9c8 \uac83\uc73c\ub85c \uc608\uc0c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

\ud604\ub300 \uc0ac\ud68c\uc5d0\uc11c\ub294 \uae30\uc220\uc744 \ud1b5\ud574 \uc5f0\uad6c\uc790\ub4e4\uc774 \ud55c \ubc88\uc5d0 \uc218\ubc31 \ub610\ub294 \uc218\ucc9c \uac1c\uc758 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uc798\ubabb\ub41c \ubc1c\uacac\uc774 \uc77c\ubc18\uc801\uc778 \ubb38\uc81c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

\uc608\ub97c \ub4e4\uc5b4, \uc758\ud559 \uc5f0\uad6c\uc790\ub4e4\uc740 \ud55c \ubc88\uc5d0 \uc218\ub9cc \uac1c\uc758 \uc720\uc804\uc790\uc5d0 \ub300\ud55c \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc798\ubabb\ub41c \ubc1c\uacac \ube44\uc728\uc774 5%\uc5d0 \ubd88\uacfc\ud558\ub354\ub77c\ub3c4 \uc774\ub294 \uc218\ubc31 \ubc88\uc758 \ud14c\uc2a4\ud2b8\ub85c \uc778\ud574 \uc798\ubabb\ub41c \ubc1c\uacac\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/span><\/p>\n

\uc798\ubabb\ub41c \ubc1c\uacac \ube44\uc728\uc744 \uc81c\uc5b4\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 Benjamini-Hochberg \uc808\ucc28\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/strong><\/span><\/p>\n

Benjamini-Hochberg \uc808\ucc28<\/strong><\/span><\/h2>\n

Benjamini-Hochberg \uc808\ucc28\ub294<\/strong> \ub2e4\uc74c\uacfc \uac19\uc774 \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/span><\/p>\n

1\ub2e8\uacc4:<\/strong> \ubaa8\ub4e0 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uace0 \uac01 \ud14c\uc2a4\ud2b8\uc5d0 \ub300\ud55c p-\uac12\uc744 \ucc3e\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

2\ub2e8\uacc4:<\/strong> p-\uac12\uc758 \uc21c\uc704\ub97c \ub0b4\ub9bc\ucc28\uc21c\uc73c\ub85c \uc9c0\uc815\ud558\uace0 \uac01 \uac12\uc5d0 \uc21c\uc704\ub97c \uc9c0\uc815\ud569\ub2c8\ub2e4. \uac00\uc7a5 \uc791\uc740 \uac12\uc758 \uc21c\uc704\ub294 1\uc774\uace0 \ub2e4\uc74c\uc73c\ub85c \uc791\uc740 \uac12\uc758 \uc21c\uc704\ub294 2\uc785\ub2c8\ub2e4.<\/span><\/p>\n

3\ub2e8\uacc4:<\/strong> \uacf5\uc2dd (i\/m)*Q\ub97c<\/em> \uc0ac\uc6a9\ud558\uc5ec \uac01 p-\uac12\uc5d0 \ub300\ud55c \uc784\uacc4 Benjamini-Hochberg \uac12\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n

\uae08:<\/span><\/p>\n

i<\/em> = p \uac12\uc758 \uc21c\uc704<\/span><\/p>\n

m<\/em> = \ucd1d \ud14c\uc2a4\ud2b8 \uc218<\/span><\/p>\n

Q<\/em> = \uc120\ud0dd\ud55c \ud5c8\uc704 \ubc1c\uacac \ube44\uc728<\/span><\/p>\n

4\ub2e8\uacc4: \uc784\uacc4\uac12\ubcf4\ub2e4 \uc791\uc740 \uac00\uc7a5 \ud070 p-\uac12\uc744 \ucc3e\uc2b5\ub2c8\ub2e4. \uc774 p-\uac12\ubcf4\ub2e4 \uc791\uc740 \uac01 p-\uac12\uc744 \uc720\uc758\ubbf8\ud55c \uac83\uc73c\ub85c \uc9c0\uc815\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n

\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uad6c\uccb4\uc801\uc778 \uac12\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774 \uc808\ucc28\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n

\uc608<\/strong><\/span><\/h2>\n

\uc5f0\uad6c\uc790\ub4e4\uc774 20\uac00\uc9c0 \ubcc0\uc218\uac00 \uc2ec\uc7a5\ubcd1\uacfc \uad00\ub828\uc774 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub824\uace0 \ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uadf8\ub4e4\uc740 \ud55c \ubc88\uc5d0 20\uac1c\uc758 \uac1c\ubcc4 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uace0 \uac01 \ud14c\uc2a4\ud2b8\uc5d0 \ub300\ud55c p-\uac12\uc744 \ubc1b\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \ud45c\uc5d0\ub294 \uac01 \ud14c\uc2a4\ud2b8\uc758 p-\uac12\uc774 \ub0b4\ub9bc\ucc28\uc21c\uc73c\ub85c \ub098\uc5f4\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n

\"Benjamini-Hochberg<\/p>\n

\uc5f0\uad6c\uc790\ub4e4\uc774 20%\uc758 \uc798\ubabb\ub41c \ubc1c\uacac\ub960\uc744 \uae30\uaebc\uc774 \ubc1b\uc544\ub4e4\uc778\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uac01 p-\uac12\uc5d0 \ub300\ud55c \uc784\uacc4 Benjamini-Hochberg \uac12\uc744 \uacc4\uc0b0\ud558\ub824\uba74 \ub2e4\uc74c \uacf5\uc2dd\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. (i\/20)*0.2 \uc5ec\uae30\uc11c i<\/em> = p-\uac12\uc758 \uc21c\uc704\uc785\ub2c8\ub2e4.<\/span><\/p>\n

\ub2e4\uc74c \ud45c\ub294 \uac01 \uac1c\ubcc4 p-\uac12\uc5d0 \ub300\ud55c \uc911\uc694\ud55c Benjamini-Hochberg \uac12\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n

\"Benjamini-Hochberg<\/p>\n

Benjamini-Hochberg \uc784\uacc4\uac12 \uc544\ub798\uc5d0\uc11c \uac00\uc7a5 \ud070 p-\uac12\uc744 \uac16\ub294 \ud14c\uc2a4\ud2b8\ub294 \ubcc0\uc218 #11\uc774\uba70, \uc774 \ubcc0\uc218\uc758 p-\uac12\uc740 0.039\uc774\uace0 BH \uc784\uacc4\uac12\uc740 0.040\uc785\ub2c8\ub2e4.<\/span><\/p>\n

\ub530\ub77c\uc11c \uc774 \uac80\uc815\uacfc p-\uac12\uc774 \ub354 \uc791\uc740 \ubaa8\ub4e0 \uac80\uc815\uc740 \uc720\uc758\ud55c \uac83\uc73c\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4.<\/span> <\/p>\n

\"Bejamini-Hochberg<\/p>\n

\ubcc0\uc218 #17\uacfc #3\uc740 BH \uc784\uacc4\uac12\ubcf4\ub2e4 \uc791\uc740 p-\uac12\uc744 \uac16\uc9c0 \uc54a\uc558\uc74c\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \ubcc0\uc218 #11\ubcf4\ub2e4 p-\uac12\uc774 \uc791\uae30 \ub54c\ubb38\uc5d0 \uc5ec\uc804\ud788 \uc720\uc758\ubbf8\ud55c \uac83\uc73c\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4.<\/span><\/p>\n

\ud5c8\uc704 \ubc1c\uacac\ub960\uc744 \uc120\ud0dd\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h3>\n

Benjamini-Hochberg \uc808\ucc28\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \ub2e8\uacc4 \uc911 \ud558\ub098\ub294 \uc798\ubabb\ub41c \ubc1c\uacac \ube44\uc728\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uac70\ub098 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uae30 \uc804\uc5d0 \uc798\ubabb\ub41c \ubc1c\uacac \ube44\uc728\uc744 \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n

\uc77c\ubc18\uc801\uc73c\ub85c \ubd84\uc11d\uc758 \ud0d0\uc0c9 \ub2e8\uacc4\uc5d0\uc11c \ub9ce\uc740 \uc218\uc758 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud55c \ub2e4\uc74c \ub2e4\ub978 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uc5ec \uacb0\uacfc\ub97c \ucd94\uac00\ub85c \ud0d0\uc0c9\ud558\uac8c \ub429\ub2c8\ub2e4.<\/span><\/p>\n

\ud6c4\uc18d \ud14c\uc2a4\ud2b8 \ube44\uc6a9\uc774 \uc800\ub834\ud558\ub2e4\uba74 \uc798\ubabb\ub41c \ubc1c\uacac \ube44\uc728\uc744 \ub354 \ub192\uac8c \uc124\uc815\ud558\ub294 \uac83\uc744 \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc798\ubabb\ub41c \ubc1c\uacac\uc774 \uba87 \uac1c \uc788\ub354\ub77c\ub3c4 \ud6c4\uc18d \ud14c\uc2a4\ud2b8\uc5d0\uc11c \uc798\ubabb\ub41c \ubc1c\uacac\uc744 \ubc1c\uacac\ud560 \uac00\ub2a5\uc131\uc774 \ub192\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/span><\/p>\n

\ub610\ud55c, \uc911\uc694\ud55c \ubc1c\uacac\uc744 \ub193\uce58\ub294 \ube44\uc6a9\uc774 \ub192\ub2e4\uba74, \uc911\uc694\ud55c \uac83\uc744 \ub193\uce58\uc9c0 \uc54a\ub3c4\ub85d \uc798\ubabb\ub41c \ubc1c\uacac \ube44\uc728\uc744 \ub192\uc774\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

\uc5f0\uad6c \ube44\uc6a9\uacfc \uc911\uc694\ud55c \uacb0\uacfc\ub97c \ub193\uce58\uc9c0 \uc54a\ub294 \uac83\uc758 \uc911\uc694\uc131\uc5d0 \ub530\ub77c \uc798\ubabb\ub41c \ubc1c\uacac \ube44\uc728\uc740 \uc0c1\ud669\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/span><\/p>\n

\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n

P\uac12\uacfc \ud1b5\uacc4\uc801 \uc720\uc758\uc131\uc5d0 \ub300\ud55c \uc124\uba85<\/a>
\uc81c\ud488\uad70\ub2f9 \uc624\ub958\uc728\uc740 \uc5bc\ub9c8\uc785\ub2c8\uae4c?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

\ud1b5\uacc4 \uac80\uc815\uc744 \uc218\ud589\ud560 \ub54c\ub9c8\ub2e4 \uadc0\ubb34 \uac00\uc124\uc774 \ucc38\uc774\ub354\ub77c\ub3c4 \uc6b0\uc5f0\ud788 0.05 \ubbf8\ub9cc\uc758 p-\uac12\uc744 \uc5bb\uc744 \uac00\ub2a5\uc131\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \uc2dd\ubb3c\uc758 \ud3c9\uade0 \ud0a4\uac00 10\uc778\uce58\ubcf4\ub2e4 \ud070\uc9c0 \uc54c\uace0 \uc2f6\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ud14c\uc2a4\ud2b8\ub97c \uc704\ud55c \uadc0\ubb34 \uac00\uc124\uacfc \ub300\ub9bd \uac00\uc124\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. H 0 : \u03bc = 10\uc778\uce58 HA : \u03bc > 10\uc778\uce58 \uc774 \uac00\uc124\uc744 \ud14c\uc2a4\ud2b8\ud558\uae30 \uc704\ud574 \ub098\uac00\uc11c \uce21\uc815\ud560 \uc2dd\ubb3c 20\uc885\uc758 \ubb34\uc791\uc704 \uc0d8\ud50c\uc744 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-589","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"\nBenjamini-Hochberg \uc808\ucc28 \uac00\uc774\ub4dc - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"\uacf5\uc2dd\uc801\uc778 \uc815\uc758\uc640 \uc608\ub97c \ud3ec\ud568\ud558\uc5ec Benjamini-Hochberg \uc808\ucc28\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc785\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ko\/\u1107\u1166\u11ab\u110c\u1161\u1106\u1175\u1102\u1175-\u1112\u1169\u1112\u1173\u1107\u1166\u1105\u1173\u1100\u1173-\u110c\u1165\u11af\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Benjamini-Hochberg \uc808\ucc28 \uac00\uc774\ub4dc - 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