{"id":618,"date":"2025-12-31T14:59:19","date_gmt":"2025-12-31T05:59:19","guid":{"rendered":"http:\/\/waurimal.kr\/?p=618"},"modified":"2025-12-31T14:59:20","modified_gmt":"2025-12-31T05:59:20","slug":"chap-24-%ec%9e%a0%ec%9e%ac-%ec%83%81%ed%98%b8%ec%9e%91%ec%9a%a9%ec%9d%84-%ed%99%9c%ec%9a%a9%ed%95%9c-%eb%8f%99%ec%a0%81-%ec%a1%b0%ec%a0%88-%eb%b6%84%ec%84%9d-%ec%9d%bc%eb%b0%98-%ea%b5%90%ec%b0%a8","status":"publish","type":"post","link":"http:\/\/waurimal.kr\/?p=618","title":{"rendered":"Chap 24. \uc7a0\uc7ac \uc0c1\ud638\uc791\uc6a9\uc744 \ud65c\uc6a9\ud55c \ub3d9\uc801 \uc870\uc808 \ubd84\uc11d: \uc77c\ubc18 \uad50\ucc28 \uc9c0\uc5f0 \ud328\ub110 \ubaa8\ub378(GCLM)\uc758 \ud655\uc7a5"},"content":{"rendered":"\n<p>\uc548\ub155\ud558\uc138\uc694?<br>\uc774\ubc88\uc5d0\ub294 \uc7a0\uc7ac \uc0c1\ud638\uc791\uc6a9\uc744 \ud65c\uc6a9\ud55c \ub3d9\uc801 \uc870\uc808 \ubd84\uc11d\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. \uc65c &#8216;\ub3d9\uc801 \uc870\uc808(Dynamic Moderation)&#8217;\uc778\uac00?<\/h2>\n\n\n\n<p>\uae30\uc874\uc758 <strong>\uad50\ucc28 \uc9c0\uc5f0 \ud328\ub110 \ubaa8\ub378(Cross-Lagged Panel Model, CLPM)<\/strong>\uc740 \ub450 \ubcc0\uc218\uac00 \uc2dc\uac04\uc774 \ud750\ub984\uc5d0 \ub530\ub77c \uc11c\ub85c \uc5b4\ub5a4 \uc601\ud5a5\uc744 \uc8fc\uace0\ubc1b\ub294\uc9c0(\uc0c1\ud638 \uc778\uacfc\uc131)\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc720\uc6a9\ud588\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc804\ud1b5\uc801\uc778 CLPM\uc740 \ub450 \uac00\uc9c0 \ud070 \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\uc548\uc815\uc801 \ud2b9\uc131(Trait) \ubb34\uc2dc<\/strong>: \uac1c\uc778\uc758 \uace0\uc720\ud55c \uc131\ud5a5(\uc608: \uc9c0\ub2a5, \uc131\uaca9)\ucc98\ub7fc \ubcc0\ud558\uc9c0 \uc54a\ub294 &#8216;\uc548\uc815\uc801 \uc694\uc778&#8217;\uc744 \ud1b5\uc81c\ud558\uc9c0 \ubabb\ud574 \uacc4\uc218\uac00 \uc65c\uace1\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub3d9\uc801 \uad00\uacc4\uc758 \ubd88\ubcc0\uc131 \uac00\uc815<\/strong>: A\uac00 B\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc774 \ubaa8\ub4e0 \uc0ac\ub78c\uc5d0\uac8c, \ubaa8\ub4e0 \uc0c1\ud669\uc5d0\uc11c \ub3d9\uc77c\ud558\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<p>\ud604\uc2e4\uc758 \uad50\uc721 \ud604\uc7a5\uc5d0\uc11c\ub294 \uadf8\ub807\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <strong>&#8216;\ud559\uc5c5 \uc790\uae30\ud6a8\ub2a5\uac10&#8217;<\/strong>\uc774 &#8216;<strong>\ud559\uc5c5 \ucc38\uc5ec\ub3c4&#8217;<\/strong>\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc740 \ud559\uc0dd\uc774 \ucc98\ud55c \ucd5c\uadfc\uc758 \uc0c1\ud669(\ucda9\uaca9, Impulse)\uc774\ub098 \ub2e4\ub978 \ubcc0\uc218\uc758 \uc218\uc900\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ubd84\uc11d\ud558\uae30 \uc704\ud574 \uc6b0\ub9ac\ub294 <strong>\uc77c\ubc18 \uad50\ucc28 \uc9c0\uc5f0 \ud328\ub110 \ubaa8\ub378(General CLPM, GCLM)<\/strong>\uc5d0 <strong>\uc7a0\uc7ac \uc0c1\ud638\uc791\uc6a9(Latent Interaction)<\/strong>\uc744 \uacb0\ud569\ud55c <strong>\ub3d9\uc801 \uc870\uc808 \ubaa8\ub378<\/strong>\uc744 \ud559\uc2b5\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. GCLM\uc758 \ud575\uc2ec \uad6c\uc131 \uc694\uc18c<\/h2>\n\n\n\n<p>GCLM\uc740 \ub2e8\uc21c\ud788 \uacfc\uac70\uac00 \ud604\uc7ac\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc2dc\uc2a4\ud15c \ub0b4\uc5d0 \ubc1c\uc0dd\ud558\ub294 &#8216;\uc608\uc0c1\uce58 \ubabb\ud55c \uc0ac\uac74(\ucda9\uaca9)&#8217;\uc774 \uc5b4\ub5bb\uac8c \ud750\ub974\ub294\uc9c0\ub97c \ucd94\uc801\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc790\uae30\ud68c\uadc0(AR) \ubc0f \uad50\ucc28\uc9c0\uc5f0(CL) \ud6a8\uacfc<\/strong>: \uacfc\uac70\uc758 \ubcc0\uc218\uac00 \ud604\uc7ac\uc758 \uc790\uc2e0\uacfc \uc0c1\ub300 \ubcc0\uc218\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc774\ub3d9\ud3c9\uade0(MA) \ubc0f \uad50\ucc28\uc9c0\uc5f0 \uc774\ub3d9\ud3c9\uade0(CLMA)<\/strong>: \uacfc\uac70\uc5d0 \ubc1c\uc0dd\ud55c &#8216;\ucda9\uaca9(Impulse)&#8217;\uc774 \ub2e8\uae30\uc801\uc73c\ub85c \ud604\uc7ac\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc870\uc808\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub2e8\uc704 \ud6a8\uacfc(Unit Effects, <\/strong><math data-latex=\"\\eta\"><semantics><mi>\u03b7<\/mi><annotation encoding=\"application\/x-tex\">\\eta<\/annotation><\/semantics><\/math><strong>)<\/strong>: \uc2dc\uac04\uc758 \ud750\ub984\uacfc \uc0c1\uad00\uc5c6\uc774 \uac1c\uc778\ubcc4\ub85c \uc77c\uc815\ud558\uac8c \uc720\uc9c0\ub418\ub294 &#8216;\uc548\uc815\uc801\uc778 \ud2b9\uc131&#8217;\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ucda9\uaca9(Impulse, <\/strong><math data-latex=\"u_t\"><semantics><msub><mi>u<\/mi><mi>t<\/mi><\/msub><annotation encoding=\"application\/x-tex\">u_t<\/annotation><\/semantics><\/math><strong>)<\/strong>: \ud2b9\uc815 \uc2dc\uc810\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ubb34\uc791\uc704\uc801 \ubcc0\ud654\ub098 \uc0ac\uac74\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">3. \uad50\uc721 \uc5f0\uad6c \uc0ac\ub840: \ud559\uc5c5 \uc790\uae30\ud6a8\ub2a5\uac10(ASE)\uacfc \ud559\uc5c5 \ucc38\uc5ec(AE)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">[\uac00\uc0c1\uc758 \uc2dc\ub098\ub9ac\uc624]<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\uc5f0\uad6c \uc9c8\ubb38<\/strong>: &#8220;\uace0\ub4f1\ud559\uc0dd\uc758 \ud559\uc5c5 \uc790\uae30\ud6a8\ub2a5\uac10(ASE)\uc774 \ud559\uc5c5 \ucc38\uc5ec(AE)\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc740, \ud559\uc0dd\uc774 \uacaa\uc740 \ucd5c\uadfc\uc758 &#8216;\uc790\uae30\ud6a8\ub2a5\uac10\uc758 \uac11\uc791\uc2a4\ub7ec\uc6b4 \ubcc0\ud654(\ucda9\uaca9)&#8217;\uc5d0 \uc758\ud574 \uc870\uc808\ub418\ub294\uac00?&#8221;<\/p>\n<\/blockquote>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ucc38\uc5ec \ub300\uc0c1<\/strong>: \uace0\ub4f1\ud559\uc0dd 300\uba85 (<math data-latex=\"N=300\"><semantics><mrow><mi>N<\/mi><mo>=<\/mo><mn>300<\/mn><\/mrow><annotation encoding=\"application\/x-tex\">N=300<\/annotation><\/semantics><\/math>)<\/li>\n\n\n\n<li><strong>\uce21\uc815 \uc2dc\uc810<\/strong>: 1\ud559\ub144 1\ud559\uae30\ubd80\ud130 2\ud559\ub144 2\ud559\uae30\uae4c\uc9c0 \ucd1d 4\ud68c (<math data-latex=\"T=4\"><semantics><mrow><mi>T<\/mi><mo>=<\/mo><mn>4<\/mn><\/mrow><annotation encoding=\"application\/x-tex\">T=4<\/annotation><\/semantics><\/math>)<\/li>\n\n\n\n<li><strong>\ubcc0\uc218<\/strong>: \ud559\uc5c5 \uc790\uae30\ud6a8\ub2a5\uac10(ASE), \ud559\uc5c5 \ucc38\uc5ec(AE)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">4. \ubaa8\uc758 \uc790\ub8cc \uc0dd\uc131 \ubc0f \ubd84\uc11d (R \ucf54\ub4dc \uad6c\ud604)<\/h2>\n\n\n\n<p><code>jamovi<\/code>\uc758 \uae30\ubcf8 SEM \ubaa8\ub4c8(SEMLj)\uc740 \uc774\ub3d9\ud3c9\uade0(MA) \uad6c\uc870\uc640 \uc7a0\uc7ac \uc0c1\ud638\uc791\uc6a9\uc744 \ub3d9\uc2dc\uc5d0 \ucc98\ub9ac\ud558\ub294 \ub370 \uc81c\uc57d\uc774 \uc788\uc73c\ubbc0\ub85c, \uc778\uacfc \uad00\uacc4 \ucd94\ub860\uc5d0 \ud2b9\ud654\ub41c R\uc758 <code>lavaan<\/code> \ud328\ud0a4\uc9c0\ub97c \ud65c\uc6a9\ud558\uc5ec \ubd84\uc11d\uc744 \uc9c4\ud589\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.1. \ubaa8\uc758 \uc790\ub8cc \uc0dd\uc131 (R)<\/h3>\n\n\n\n<p>R<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \ud544\uc694\ud55c \ud328\ud0a4\uc9c0 \ub85c\ub4dc\nif(!require(lavaan)) install.packages(\"lavaan\")\nif(!require(tidyverse)) install.packages(\"tidyverse\")\nlibrary(lavaan)\nlibrary(tidyverse)\n\n# 1. \ub370\uc774\ud130 \uc2dc\ubbac\ub808\uc774\uc158 (N=300, T=4)\nset.seed(2025)\nn &lt;- 300\nt &lt;- 4\n\n# \uc548\uc815\uc801 \ub2e8\uc704 \ud6a8\uacfc(Trait) \uc0dd\uc131\neta_ase &lt;- rnorm(n, 0, 0.8)\neta_ae  &lt;- rnorm(n, 0, 0.8)\n\n# \uc2dc\uc810\ubcc4 \ucda9\uaca9(Impulse) \ubc0f \ubcc0\uc218 \uc0dd\uc131\nase &lt;- matrix(0, n, t)\nae &lt;- matrix(0, n, t)\n\nfor(i in 1:t) {\n  u_ase &lt;- rnorm(n, 0, 0.5)\n  u_ae &lt;- rnorm(n, 0, 0.5)\n  \n  if(i == 1) {\n    ase&#91;,i] &lt;- eta_ase + u_ase\n    ae&#91;,i]  &lt;- eta_ae + u_ae\n  } else {\n    # GCLM \uba54\ucee4\ub2c8\uc998: AR + CL + Interaction (Dynamic Moderation)\n    # \uc774\uc804 \uc2dc\uc810\uc758 \ucda9\uaca9 \uac04 \uc0c1\ud638\uc791\uc6a9\uc774 \ud604\uc7ac\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5 \uac00\uc815\n    interaction_effect &lt;- 0.2 * (ase&#91;,i-1] * ae&#91;,i-1]) \n    \n    ase&#91;,i] &lt;- 0.5*ase&#91;,i-1] + 0.2*ae&#91;,i-1] + eta_ase + u_ase + interaction_effect\n    ae&#91;,i]  &lt;- 0.5*ae&#91;,i-1] + 0.3*ase&#91;,i-1] + eta_ae + u_ae + interaction_effect\n  }\n}\n\ndf &lt;- data.frame(ase, ae)\ncolnames(df) &lt;- c(\"ASE1\", \"ASE2\", \"ASE3\", \"ASE4\", \"AE1\", \"AE2\", \"AE3\", \"AE4\")\n<\/code><\/pre>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-ecac55b5-f1af-4626-a4f5-6bb014b73c77\" href=\"http:\/\/waurimal.kr\/wp-content\/uploads\/2025\/12\/chap24.csv\">chap24<\/a><a href=\"http:\/\/waurimal.kr\/wp-content\/uploads\/2025\/12\/chap24.csv\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-ecac55b5-f1af-4626-a4f5-6bb014b73c77\">\ub2e4\uc6b4\ub85c\ub4dc<\/a><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">4.2. GCLM \ubc0f \ub3d9\uc801 \uc870\uc808 \ubaa8\ub378 \uba85\uc138 (lavaan)<\/h3>\n\n\n\n<p>R<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># GCLM \ubaa8\ub378 \uc815\uc758 (\ub2e8\uc704 \ud6a8\uacfc \ubc0f MA\/CLMA \ud3ec\ud568)\ngclm_model &lt;- '\n  # \ub2e8\uc704 \ud6a8\uacfc (Trait)\n  f_ASE =~ 1*ASE1 + 1*ASE2 + 1*ASE3 + 1*ASE4\n  f_AE  =~ 1*AE1 + 1*AE2 + 1*AE3 + 1*AE4\n\n  # \uc7a0\uc7ac \ucda9\uaca9(Impulse) \uc815\uc758\n  u_ase2 =~ 1*ASE2; u_ase3 =~ 1*ASE3; u_ase4 =~ 1*ASE4\n  u_ae2  =~ 1*AE2; u_ae3  =~ 1*AE3; u_ae4  =~ 1*AE4\n\n  # \uc790\uae30\ud68c\uadc0 \ubc0f \uad50\ucc28\uc9c0\uc5f0 (AR\/CL)\n  ASE2 ~ beta1*ASE1 + gamma1*AE1\n  ASE3 ~ beta1*ASE2 + gamma1*AE2\n  ASE4 ~ beta1*ASE3 + gamma1*AE3\n  \n  AE2 ~ beta2*AE1 + gamma2*ASE1\n  AE3 ~ beta2*AE2 + gamma2*ASE2\n  AE4 ~ beta2*AE3 + gamma2*ASE3\n\n  # \ub3d9\uc801 \uc870\uc808 (\uc7a0\uc7ac \uc0c1\ud638\uc791\uc6a9 \ud56d - \uac1c\ub150\uc801 \uad6c\ud604)\n  # \uc2e4\uc81c \ubd84\uc11d\uc5d0\uc11c\ub294 indProd \ub4f1\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0c1\ud638\uc791\uc6a9 \ud56d \uc0dd\uc131 \ud544\uc694\n'\n# (\ucc38\uace0: \uc2e4\uc81c \uc7a0\uc7ac \uc0c1\ud638\uc791\uc6a9\uc740 Bayesian \ucd94\uc815\uc774\ub098 2\ub2e8\uacc4 \uc811\uadfc\ubc95\uc774 \uad8c\uc7a5\ub428)\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">5. \uacb0\uacfc \ud574\uc11d \uac00\uc774\ub4dc<\/h2>\n\n\n\n<p>\ubd84\uc11d \uacb0\uacfc \ud14c\uc774\ube14\uc5d0\uc11c \uc8fc\ubaa9\ud574\uc57c \ud560 \ubd80\ubd84\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5.1. \uc8fc\uc694 \ud30c\ub77c\ubbf8\ud130 \ud574\uc11d<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>\ud30c\ub77c\ubbf8\ud130<\/strong><\/td><td><strong>\uc758\ubbf8<\/strong><\/td><td><strong>\uad50\uc721\uc801 \ud574\uc11d \uc608\uc2dc<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>AR (<\/strong><math data-latex=\"\\beta\"><semantics><mi>\u03b2<\/mi><annotation encoding=\"application\/x-tex\">\\beta<\/annotation><\/semantics><\/math><strong>)<\/strong><\/td><td>\uc9c0\uc18d\uc131<\/td><td>\uc9c0\ub09c \ud559\uae30 \ud6a8\ub2a5\uac10\uc774 \uc774\ubc88 \ud559\uae30\uc5d0\ub3c4 \uc720\uc9c0\ub418\ub294 \uc815\ub3c4<\/td><\/tr><tr><td><strong>CL (<\/strong><math data-latex=\"\\gamma\"><semantics><mi>\u03b3<\/mi><annotation encoding=\"application\/x-tex\">\\gamma<\/annotation><\/semantics><\/math><strong>)<\/strong><\/td><td>\uad50\ucc28 \uc601\ud5a5<\/td><td>\uc9c0\ub09c \ud559\uae30 \ud6a8\ub2a5\uac10\uc774 \uc774\ubc88 \ud559\uae30 \ud559\uc5c5 \ucc38\uc5ec\ub97c \uc608\uce21\ud558\ub294 \uc815\ub3c4<\/td><\/tr><tr><td><strong>MA (<math data-latex=\"\\delta\"><semantics><mi>\u03b4<\/mi><annotation encoding=\"application\/x-tex\">\\delta<\/annotation><\/semantics><\/math>)<\/strong><\/td><td>\ub2e8\uae30 \ucda9\uaca9<\/td><td>\uc5b4\uc81c \ubc1b\uc740 \uce6d\ucc2c(\ucda9\uaca9)\uc774 \uc624\ub298 \ud559\uc5c5\uc5d0 \ubbf8\uce58\ub294 \uc989\uac01\uc801 \ud6a8\uacfc<\/td><\/tr><tr><td><strong>Interaction (<\/strong><math data-latex=\"\\beta_{xy}\"><semantics><msub><mi>\u03b2<\/mi><mrow><mi>x<\/mi><mi>y<\/mi><\/mrow><\/msub><annotation encoding=\"application\/x-tex\">\\beta_{xy}<\/annotation><\/semantics><\/math><strong>)<\/strong><\/td><td><strong>\ub3d9\uc801 \uc870\uc808<\/strong><\/td><td><strong>\ud6a8\ub2a5\uac10\uc758 \uac11\uc791\uc2a4\ub7ec\uc6b4 \uc0c1\uc2b9\uc774 \ud559\uc5c5 \ucc38\uc5ec\uc758 \uc9c0\uc18d\uc131\uc744 \uac15\ud654\ud558\ub294\uac00?<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">5.2. \ub3d9\uc801 \uc870\uc808\uc758 \uc2dc\uac01\ud654<\/h3>\n\n\n\n<p>\ub3d9\uc801 \uc870\uc808 \ud6a8\uacfc\uac00 \uc720\uc758\ubbf8\ud558\ub2e4\uba74, \uc544\ub798\uc640 \uac19\uc740 \uc870\uc808 \ud6a8\uacfc \uadf8\ub798\ud504\uac00 \ub098\ud0c0\ub0a9\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ud574\uc11d<\/strong>: &#8220;\uacfc\uac70 \ud559\uc5c5 \uc790\uae30\ud6a8\ub2a5\uac10\uc758 \ucda9\uaca9(<math data-latex=\"u_{ase, t-1}\"><semantics><msub><mi>u<\/mi><mrow><mi>a<\/mi><mi>s<\/mi><mi>e<\/mi><mo separator=\"true\">,<\/mo><mi>t<\/mi><mo>\u2212<\/mo><mn>1<\/mn><\/mrow><\/msub><annotation encoding=\"application\/x-tex\">u_{ase, t-1}<\/annotation><\/semantics><\/math>)\uc774 \ucef8\ub358 \ud559\uc0dd\ub4e4(High)\uc740, \ud559\uc5c5 \ucc38\uc5ec \ucda9\uaca9\uc774 \ubbf8\ub798\uc758 \ud559\uc5c5 \ucc38\uc5ec\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5(\uc9c0\uc18d\uc131)\uc774 \ub354 \uac15\ud558\uac8c \ub098\ud0c0\ub0a9\ub2c8\ub2e4.&#8221;<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">6. \uacb0\ub860 \ubc0f \uc2dc\uc0ac\uc810<\/h2>\n\n\n\n<p>\ubcf8 \uc7a5\uc5d0\uc11c \ub2e4\ub8ec <strong>\ub3d9\uc801 \uc870\uc808 \ubaa8\ub378<\/strong>\uc740 \uad50\uc721 \ud604\uc7a5\uc758 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \ub9e4\uc6b0 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\uc815\ubc00\ud55c \uc778\uacfc \ucd94\ub860<\/strong>: \ud559\uc0dd \uac1c\uac1c\uc778\uc758 \uc131\ud5a5(Unit Effect)\uc744 \ud1b5\uc81c\ud55c \uc0c1\ud0dc\uc5d0\uc11c, \uc21c\uc218\ud55c &#8216;\ubcc0\ud654&#8217;\ub4e4 \uac04\uc758 \uad00\uacc4\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub9de\ucda4\ud615 \uac1c\uc785 \uc804\ub7b5<\/strong>: \uc5b4\ub5a4 \ud559\uc0dd\ub4e4\uc5d0\uac8c \ud2b9\uc815 \uad50\uc721 \ud504\ub85c\uadf8\ub7a8(\ucda9\uaca9)\uc774 \ub354 \ud6a8\uacfc\uc801\uc778\uc9c0, \uc989 &#8216;\ub204\uad6c\uc5d0\uac8c, \uc5b8\uc81c&#8217; \ud6a8\uacfc\uac00 \ub098\ud0c0\ub098\ub294\uc9c0 \uc870\uc808 \ud6a8\uacfc\ub97c \ud1b5\ud574 \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc774\ub860\uc801 \ud655\uc7a5<\/strong>: \ud559\uc5c5 \uc131\ucde8\ub3c4\uc640 \uc2ec\ub9ac\uc801 \uc548\ub155\uac10 \ub4f1 \ub2e4\uc591\ud55c \uad50\uc721\uc801 \ubcc0\uc218\ub4e4 \uc0ac\uc774\uc758 &#8216;\ub2e8\uae30\uc801 \uc0c1\ud638\uc791\uc6a9&#8217;\uc744 \uc774\ub860\uc801\uc73c\ub85c \uac80\uc99d\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">7. \ucc38\uace0\ubb38\ud5cc<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Allison, P. D. (2005). <em>Fixed effects regression methods for longitudinal data using SAS<\/em>. SAS Institute.<\/li>\n\n\n\n<li>Asparouhov, T., &amp; Muth\u00e9n, B. (2021). Bayesian estimation of single and multilevel models with latent variable interactions. <em>Structural Equation Modeling<\/em>, 28(2), 314-328.<\/li>\n\n\n\n<li>Hamaker, E. L., Kuiper, R. M., &amp; Grasman, R. P. (2015). A critique of the cross-lagged panel model. <em>Psychological Methods<\/em>, 20(1), 102-116.<\/li>\n\n\n\n<li>Zyphur, M. J., Allison, P. D., Tay, L., Voelkle, M. C., Preacher, K. J., Zhang, Z., &#8230; &amp; Diener, E. (2020). From data to causes I: Building a general cross-lagged panel model (GCLM). <em>Organizational Research Methods<\/em>, 23(4), 651-687.<\/li>\n\n\n\n<li>Zyphur, M. J., &amp; Ozkok, O. (2025). Dynamic moderation with latent interactions: General cross-lagged panel models with interaction effects over time. In <em>Handbook of Structural Equation Modeling<\/em>.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc548\ub155\ud558\uc138\uc694?\uc774\ubc88\uc5d0\ub294 \uc7a0\uc7ac \uc0c1\ud638\uc791\uc6a9\uc744 \ud65c\uc6a9\ud55c \ub3d9\uc801 \uc870\uc808 \ubd84\uc11d\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc65c &#8216;\ub3d9\uc801 \uc870\uc808(Dynamic Moderation)&#8217;\uc778\uac00? \uae30\uc874\uc758 \uad50\ucc28 \uc9c0\uc5f0 \ud328\ub110 \ubaa8\ub378(Cross-Lagged Panel Model, CLPM)\uc740 \ub450 \ubcc0\uc218\uac00 \uc2dc\uac04\uc774 \ud750\ub984\uc5d0 \ub530\ub77c \uc11c\ub85c \uc5b4\ub5a4 \uc601\ud5a5\uc744 \uc8fc\uace0\ubc1b\ub294\uc9c0(\uc0c1\ud638 \uc778\uacfc\uc131)\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc720\uc6a9\ud588\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc804\ud1b5\uc801\uc778 CLPM\uc740 \ub450 \uac00\uc9c0 \ud070 \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ud604\uc2e4\uc758 \uad50\uc721 \ud604\uc7a5\uc5d0\uc11c\ub294 \uadf8\ub807\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, &#8216;\ud559\uc5c5 \uc790\uae30\ud6a8\ub2a5\uac10&#8217;\uc774 &#8216;\ud559\uc5c5 \ucc38\uc5ec\ub3c4&#8217;\uc5d0 \ubbf8\uce58\ub294 <a class=\"read-more\" href=\"http:\/\/waurimal.kr\/?p=618\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[300],"tags":[166,349,301,348,347],"class_list":["post-618","post","type-post","status-publish","format-standard","hentry","category-sem","tag-sem","tag-349","tag-301","tag-348","tag-347"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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