{"id":54,"date":"2026-02-17T18:40:36","date_gmt":"2026-02-17T17:40:36","guid":{"rendered":"https:\/\/coetlogon.fr\/?page_id=54"},"modified":"2026-02-18T18:28:19","modified_gmt":"2026-02-18T17:28:19","slug":"loi-binomiale","status":"publish","type":"page","link":"https:\/\/coetlogon.fr\/?page_id=54","title":{"rendered":"Loi binomiale"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">I. \u00c9preuve et sch\u00e9ma de Bernoulli<\/h3>\n\n\n\n<p><strong>D\u00e9finition :<\/strong> Une <strong>\u00e9preuve de Bernoulli<\/strong> est une exp\u00e9rience al\u00e9atoire n&rsquo;ayant que deux issues possibles :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Le <strong>succ\u00e8s<\/strong>, not\u00e9 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-9bc0c4e5c963cee9337cebbcf21817cf_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#83;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"18\" style=\"vertical-align: 0px;\"\/>, de probabilit\u00e9 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-ebf20cd1bbe8dcdebf9aaa1523889d40_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"16\" style=\"vertical-align: -6px;\"\/>.<\/li>\n\n\n\n<li>L&rsquo;<strong>\u00e9chec<\/strong>, not\u00e9 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-c6da7bfd2599b730807edc043b5d778d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#92;&#98;&#97;&#114;&#123;&#83;&#125;\" title=\"Rendered by QuickLaTeX.com\" height=\"24\" width=\"18\" style=\"vertical-align: 0px;\"\/>, de probabilit\u00e9 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-dde3f821552b9a9f638b3a37714cc448_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#113;&#32;&#61;&#32;&#49;&#32;&#45;&#32;&#112;\" title=\"Rendered by QuickLaTeX.com\" height=\"26\" width=\"119\" style=\"vertical-align: -6px;\"\/>.<\/li>\n<\/ul>\n\n\n\n<p><strong>D\u00e9finition :<\/strong><\/p>\n\n\n\n<p>Un <strong>sch\u00e9ma de Bernoulli<\/strong> de param\u00e8tres <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/> et <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-ebf20cd1bbe8dcdebf9aaa1523889d40_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"16\" style=\"vertical-align: -6px;\"\/> est la r\u00e9p\u00e9tition de <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/> \u00e9preuves de Bernoulli de param\u00e8tre <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-ebf20cd1bbe8dcdebf9aaa1523889d40_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"16\" style=\"vertical-align: -6px;\"\/>, de mani\u00e8re <strong>identique et ind\u00e9pendante<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">II. La Loi Binomiale <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-f5f286b65dee9e64f8a07e71c87e23bf_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#92;&#109;&#97;&#116;&#104;&#99;&#97;&#108;&#123;&#66;&#125;&#40;&#110;&#44;&#32;&#112;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"87\" style=\"vertical-align: -8px;\"\/><\/h3>\n\n\n\n<p><strong>D\u00e9finition :<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>On consid\u00e8re un sch\u00e9ma de Bernoulli de param\u00e8tres <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/> et <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-ebf20cd1bbe8dcdebf9aaa1523889d40_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"16\" style=\"vertical-align: -6px;\"\/>. Soit <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-48a71fe637998f080a1f57b5d5b08fd4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#88;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"26\" style=\"vertical-align: 0px;\"\/> la variable al\u00e9atoire qui compte le nombre de succ\u00e8s obtenus au cours des <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/> \u00e9preuves.<\/p>\n\n\n\n<p>On dit que <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-48a71fe637998f080a1f57b5d5b08fd4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#88;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"26\" style=\"vertical-align: 0px;\"\/> suit la <strong>loi binomiale<\/strong> de param\u00e8tres <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/> et <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-ebf20cd1bbe8dcdebf9aaa1523889d40_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"16\" style=\"vertical-align: -6px;\"\/>. On note :<\/p>\n\n\n\n<p><p class=\"ql-center-displayed-equation\" style=\"line-height: 30px;\"><span class=\"ql-right-eqno\"> &nbsp; <\/span><span class=\"ql-left-eqno\"> &nbsp; <\/span><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-6417a5e7ecbb0d398907bfcdde4889fe_l3.png\" height=\"30\" width=\"161\" class=\"ql-img-displayed-equation quicklatex-auto-format\" alt=\"&#92;&#91;&#88;&#32;&#92;&#115;&#105;&#109;&#32;&#92;&#109;&#97;&#116;&#104;&#99;&#97;&#108;&#123;&#66;&#125;&#40;&#110;&#44;&#32;&#112;&#41;&#46;&#92;&#93;\" title=\"Rendered by QuickLaTeX.com\"\/><\/p><\/p>\n<\/blockquote>\n\n\n\n<p><strong>L&rsquo;univers image :<\/strong> La variable al\u00e9atoire <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-48a71fe637998f080a1f57b5d5b08fd4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#88;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"26\" style=\"vertical-align: 0px;\"\/> peut prendre toutes les valeurs enti\u00e8res de <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-fb06cd20964624e42366981135663e5c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#48;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"13\" style=\"vertical-align: 0px;\"\/> \u00e0 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/>. On note <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-0bb1c16696f3b10cce779079c555fc78_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#88;&#40;&#92;&#79;&#109;&#101;&#103;&#97;&#41;&#32;&#61;&#32;&#92;&#123;&#48;&#59;&#32;&#49;&#59;&#32;&#92;&#100;&#111;&#116;&#115;&#59;&#32;&#110;&#92;&#125;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"265\" style=\"vertical-align: -8px;\"\/>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">III. Calculs de probabilit\u00e9s<\/h3>\n\n\n\n<p><strong>Th\u00e9or\u00e8me :<\/strong><\/p>\n\n\n\n<p>Pour tout entier <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-e2776858d060bca8cb43c337b705d7e9_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#107;&#32;&#92;&#105;&#110;&#32;&#92;&#123;&#48;&#59;&#32;&#49;&#59;&#32;&#92;&#100;&#111;&#116;&#115;&#59;&#32;&#110;&#92;&#125;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"206\" style=\"vertical-align: -8px;\"\/>, la probabilit\u00e9 d&rsquo;obtenir exactement <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-09b299f3aa31f833cb7801685dd1bcea_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#107;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"14\" style=\"vertical-align: 0px;\"\/> succ\u00e8s est :<\/p>\n\n\n\n<p><p class=\"ql-center-displayed-equation\" style=\"line-height: 71px;\"><span class=\"ql-right-eqno\"> &nbsp; <\/span><span class=\"ql-left-eqno\"> &nbsp; <\/span><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-306fab5de0b493dc7242a88a1861244a_l3.png\" height=\"71\" width=\"390\" class=\"ql-img-displayed-equation quicklatex-auto-format\" alt=\"&#92;&#91;&#80;&#40;&#88;&#32;&#61;&#32;&#107;&#41;&#32;&#61;&#32;&#92;&#98;&#105;&#110;&#111;&#109;&#123;&#110;&#125;&#123;&#107;&#125;&#32;&#112;&#94;&#107;&#32;&#40;&#49;&#45;&#112;&#41;&#94;&#123;&#110;&#45;&#107;&#125;&#92;&#93;\" title=\"Rendered by QuickLaTeX.com\"\/><\/p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-6a59a008daf0fabdc9444916629558d0_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#92;&#98;&#105;&#110;&#111;&#109;&#123;&#110;&#125;&#123;&#107;&#125;\" title=\"Rendered by QuickLaTeX.com\" height=\"35\" width=\"32\" style=\"vertical-align: -10px;\"\/> est le <strong>coefficient binomial<\/strong> (lu \u00a0\u00bb <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-09b299f3aa31f833cb7801685dd1bcea_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#107;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"14\" style=\"vertical-align: 0px;\"\/> parmi <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/> \u00ab\u00a0), repr\u00e9sentant le nombre de chemins menant \u00e0 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-09b299f3aa31f833cb7801685dd1bcea_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#107;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"14\" style=\"vertical-align: 0px;\"\/> succ\u00e8s dans l&rsquo;arbre pond\u00e9r\u00e9.<\/li>\n\n\n\n<li><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-985cf3a80135ad41b3a2213deb6ce1e8_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;&#94;&#107;\" title=\"Rendered by QuickLaTeX.com\" height=\"32\" width=\"28\" style=\"vertical-align: -6px;\"\/> correspond \u00e0 la probabilit\u00e9 des <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-09b299f3aa31f833cb7801685dd1bcea_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#107;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"14\" style=\"vertical-align: 0px;\"\/> succ\u00e8s.<\/li>\n\n\n\n<li><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-b1e56a3e88fff1a3fc5e128f854768de_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#40;&#49;&#45;&#112;&#41;&#94;&#123;&#110;&#45;&#107;&#125;\" title=\"Rendered by QuickLaTeX.com\" height=\"34\" width=\"130\" style=\"vertical-align: -8px;\"\/> correspond \u00e0 la probabilit\u00e9 des <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-334705cc39b8511fd5dca3d30c965fe8_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;&#45;&#107;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"69\" style=\"vertical-align: 0px;\"\/> \u00e9checs.<\/li>\n<\/ul>\n\n\n\n<p><strong>Propri\u00e9t\u00e9 :<\/strong><\/p>\n\n\n\n<p>La somme des probabilit\u00e9s est \u00e9gale \u00e0 1 : <p class=\"ql-center-displayed-equation\" style=\"line-height: 83px;\"><span class=\"ql-right-eqno\"> &nbsp; <\/span><span class=\"ql-left-eqno\"> &nbsp; <\/span><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-a94d07d07beb5ea9ec51e320683e3015_l3.png\" height=\"83\" width=\"236\" class=\"ql-img-displayed-equation quicklatex-auto-format\" alt=\"&#92;&#91;&#92;&#115;&#117;&#109;&#95;&#123;&#107;&#61;&#48;&#125;&#94;&#123;&#110;&#125;&#32;&#80;&#40;&#88;&#61;&#107;&#41;&#32;&#61;&#32;&#49;&#46;&#92;&#93;\" title=\"Rendered by QuickLaTeX.com\"\/><\/p><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">IV. Repr\u00e9sentation graphique et indicateurs<\/h3>\n\n\n\n<p><strong>Indicateurs de position et de dispersion :<\/strong><\/p>\n\n\n\n<p>Si <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-b0a534014e593c3407562bd19a9fc42c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#88;&#32;&#92;&#115;&#105;&#109;&#32;&#92;&#109;&#97;&#116;&#104;&#99;&#97;&#108;&#123;&#66;&#125;&#40;&#110;&#44;&#32;&#112;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"153\" style=\"vertical-align: -8px;\"\/>, alors :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Esp\u00e9rance :<\/strong> <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-a14af2999ec1952b15a3656ee8645913_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#69;&#40;&#88;&#41;&#32;&#61;&#32;&#110;&#112;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"145\" style=\"vertical-align: -8px;\"\/><\/li>\n\n\n\n<li><strong>Variance :<\/strong> <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-a2eda9c2d5cfe13cfe6a2d5dad78917c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#86;&#40;&#88;&#41;&#32;&#61;&#32;&#110;&#112;&#40;&#49;&#45;&#112;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"231\" style=\"vertical-align: -8px;\"\/><\/li>\n\n\n\n<li><strong>\u00c9cart-type :<\/strong> <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-41fbff26ff60d9f257fa81e7c0277326_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#92;&#115;&#105;&#103;&#109;&#97;&#40;&#88;&#41;&#32;&#61;&#32;&#92;&#115;&#113;&#114;&#116;&#123;&#110;&#112;&#40;&#49;&#45;&#112;&#41;&#125;\" title=\"Rendered by QuickLaTeX.com\" height=\"36\" width=\"258\" style=\"vertical-align: -9px;\"\/><\/li>\n<\/ul>\n\n\n\n<p><strong>Remarque sur la forme :<\/strong> Lorsque <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/> est grand, le diagramme en b\u00e2tons de la loi binomiale prend une forme de \u00ab\u00a0cloche\u00a0\u00bb sym\u00e9trique autour de l&rsquo;esp\u00e9rance.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">V. Exercices d&rsquo;application (D\u00e9tails \/ Accord\u00e9on)<\/h3>\n\n\n\n<p><strong>Exercice 1 : Calcul direct<\/strong><\/p>\n\n\n\n<p>Un tireur \u00e0 l&rsquo;arc touche sa cible avec une probabilit\u00e9 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-563c950197fbe5808b71e464620ef9d0_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;&#32;&#61;&#32;&#48;&#44;&#55;\" title=\"Rendered by QuickLaTeX.com\" height=\"27\" width=\"98\" style=\"vertical-align: -6px;\"\/>. Il tire 5 fl\u00e8ches de mani\u00e8re ind\u00e9pendante. Soit <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-48a71fe637998f080a1f57b5d5b08fd4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#88;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"26\" style=\"vertical-align: 0px;\"\/> le nombre de fl\u00e8ches touchant la cible.<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Justifier que <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-48a71fe637998f080a1f57b5d5b08fd4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#88;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"26\" style=\"vertical-align: 0px;\"\/> suit une loi binomiale dont on pr\u00e9cisera les param\u00e8tres.<\/li>\n\n\n\n<li>Calculer <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-3a1c4742642921fdbcc035f845486fa3_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#80;&#40;&#88;&#61;&#51;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"124\" style=\"vertical-align: -8px;\"\/>.<\/li>\n\n\n\n<li>Calculer <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-86c9651949693eca4c35531067b20f38_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#80;&#40;&#88;&#32;&#92;&#103;&#101;&#113;&#32;&#49;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"124\" style=\"vertical-align: -8px;\"\/>.<\/li>\n<\/ol>\n\n\n\n<p><strong>Exercice 2 : Utilisation de la calculatrice<\/strong><\/p>\n\n\n\n<p>Soit <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-96287ff1d3fd58f1c94a8c8c345df7af_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#88;&#32;&#92;&#115;&#105;&#109;&#32;&#92;&#109;&#97;&#116;&#104;&#99;&#97;&#108;&#123;&#66;&#125;&#40;&#53;&#48;&#59;&#32;&#48;&#44;&#50;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"193\" style=\"vertical-align: -8px;\"\/>.<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Calculer <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-3dc336daa49a87e58c2f6d27c45eab76_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#69;&#40;&#88;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"70\" style=\"vertical-align: -8px;\"\/> et <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-5c60e0cb616fb7b8f775b6b28a94bfd6_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#92;&#115;&#105;&#103;&#109;&#97;&#40;&#88;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"64\" style=\"vertical-align: -8px;\"\/>.<\/li>\n\n\n\n<li>D\u00e9terminer \u00e0 l&rsquo;aide de la calculatrice <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-465f51a2a8408494ea4c969a1609f162_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#80;&#40;&#88;&#32;&#92;&#108;&#101;&#113;&#32;&#56;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"124\" style=\"vertical-align: -8px;\"\/> et <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-b80f6f5873ad50f02903cfc0ec1c2d6d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#80;&#40;&#88;&#32;&#62;&#32;&#49;&#50;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"139\" style=\"vertical-align: -8px;\"\/>.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Construction des coefficients binomiaux<\/h3>\n\n\n\n<p><strong>Le Triangle de Pascal :<\/strong><\/p>\n\n\n\n<p>Pour calculer les coefficients <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-6a59a008daf0fabdc9444916629558d0_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#92;&#98;&#105;&#110;&#111;&#109;&#123;&#110;&#125;&#123;&#107;&#125;\" title=\"Rendered by QuickLaTeX.com\" height=\"35\" width=\"32\" style=\"vertical-align: -10px;\"\/>, on utilise la relation de Pascal :<\/p>\n\n\n\n<p><p class=\"ql-center-displayed-equation\" style=\"line-height: 71px;\"><span class=\"ql-right-eqno\"> &nbsp; <\/span><span class=\"ql-left-eqno\"> &nbsp; <\/span><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-1dba2266f7090be6722754c3a9e4cbaf_l3.png\" height=\"71\" width=\"349\" class=\"ql-img-displayed-equation quicklatex-auto-format\" alt=\"&#92;&#91;&#92;&#98;&#105;&#110;&#111;&#109;&#123;&#110;&#125;&#123;&#107;&#125;&#32;&#61;&#32;&#92;&#98;&#105;&#110;&#111;&#109;&#123;&#110;&#45;&#49;&#125;&#123;&#107;&#45;&#49;&#125;&#32;&#43;&#32;&#92;&#98;&#105;&#110;&#111;&#109;&#123;&#110;&#45;&#49;&#125;&#123;&#107;&#125;&#92;&#93;\" title=\"Rendered by QuickLaTeX.com\"\/><\/p><\/p>\n\n\n\n<p>Voici les premi\u00e8res lignes du triangle :<\/p>\n\n\n\n<p><p class=\"ql-center-displayed-equation\" style=\"line-height: 261px;\"><span class=\"ql-right-eqno\"> &nbsp; <\/span><span class=\"ql-left-eqno\"> &nbsp; <\/span><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-6f33246608df63ce3b7867dcd09c9e20_l3.png\" height=\"261\" width=\"371\" class=\"ql-img-displayed-equation quicklatex-auto-format\" alt=\"&#92;&#91;&#92;&#98;&#101;&#103;&#105;&#110;&#123;&#97;&#114;&#114;&#97;&#121;&#125;&#123;&#124;&#99;&#124;&#99;&#99;&#99;&#99;&#99;&#99;&#124;&#125;&#32;&#92;&#104;&#108;&#105;&#110;&#101;&#32;&#110;&#32;&#92;&#115;&#101;&#116;&#109;&#105;&#110;&#117;&#115;&#32;&#107;&#32;&#38;&#32;&#48;&#32;&#38;&#32;&#49;&#32;&#38;&#32;&#50;&#32;&#38;&#32;&#51;&#32;&#38;&#32;&#52;&#32;&#38;&#32;&#53;&#32;&#92;&#92;&#32;&#92;&#104;&#108;&#105;&#110;&#101;&#32;&#48;&#32;&#38;&#32;&#49;&#32;&#38;&#32;&#38;&#32;&#38;&#32;&#38;&#32;&#38;&#32;&#92;&#92;&#32;&#49;&#32;&#38;&#32;&#49;&#32;&#38;&#32;&#49;&#32;&#38;&#32;&#38;&#32;&#38;&#32;&#38;&#32;&#92;&#92;&#32;&#32;&#50;&#32;&#38;&#32;&#49;&#32;&#38;&#32;&#50;&#32;&#38;&#32;&#49;&#32;&#38;&#32;&#38;&#32;&#38;&#32;&#92;&#92;&#32;&#51;&#32;&#38;&#32;&#49;&#32;&#38;&#32;&#51;&#32;&#38;&#32;&#51;&#32;&#38;&#32;&#49;&#32;&#38;&#32;&#38;&#32;&#92;&#92;&#32;&#52;&#32;&#38;&#32;&#49;&#32;&#38;&#32;&#52;&#32;&#38;&#32;&#54;&#32;&#38;&#32;&#52;&#32;&#38;&#32;&#49;&#32;&#38;&#32;&#92;&#92;&#32;&#53;&#32;&#38;&#32;&#49;&#32;&#38;&#32;&#53;&#32;&#38;&#32;&#49;&#48;&#32;&#38;&#32;&#49;&#48;&#32;&#38;&#32;&#53;&#32;&#38;&#32;&#49;&#32;&#92;&#92;&#32;&#92;&#104;&#108;&#105;&#110;&#101;&#32;&#92;&#101;&#110;&#100;&#123;&#97;&#114;&#114;&#97;&#121;&#125;&#92;&#93;\" title=\"Rendered by QuickLaTeX.com\"\/><\/p><\/p>\n\n\n\n<p>Alternativement, on peut utiliser le r\u00e9sultat suivant.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Th\u00e9or\u00e8me<\/h3>\n\n\n\n<p>Pour tout entier naturel <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/> et tout entier <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-09b299f3aa31f833cb7801685dd1bcea_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#107;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"14\" style=\"vertical-align: 0px;\"\/> tel que <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-860cb1d07c3514afbb9a7c1006b02f60_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#48;&#92;&#108;&#101;&#113;&#115;&#108;&#97;&#110;&#116;&#32;&#107;&#92;&#108;&#101;&#113;&#115;&#108;&#97;&#110;&#116;&#32;&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"24\" width=\"126\" style=\"vertical-align: -4px;\"\/>,<br><p class=\"ql-center-displayed-equation\" style=\"line-height: 71px;\"><span class=\"ql-right-eqno\"> &nbsp; <\/span><span class=\"ql-left-eqno\"> &nbsp; <\/span><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-f312ed4e21de9b705cfa561a1763a9d7_l3.png\" height=\"71\" width=\"233\" class=\"ql-img-displayed-equation quicklatex-auto-format\" alt=\"&#92;&#91;&#92;&#98;&#101;&#103;&#105;&#110;&#123;&#112;&#109;&#97;&#116;&#114;&#105;&#120;&#125;&#110;&#92;&#92;&#107;&#92;&#101;&#110;&#100;&#123;&#112;&#109;&#97;&#116;&#114;&#105;&#120;&#125;&#61;&#92;&#100;&#102;&#114;&#97;&#99;&#123;&#110;&#33;&#125;&#123;&#107;&#33;&#40;&#110;&#45;&#107;&#41;&#33;&#125;&#46;&#92;&#93;\" title=\"Rendered by QuickLaTeX.com\"\/><\/p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Exercices d&rsquo;entra\u00eenement : Loi Binomiale<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Exercice 1 : Application directe et calculs de probabilit\u00e9s<\/h4>\n\n\n\n<p>On consid\u00e8re une variable al\u00e9atoire <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-48a71fe637998f080a1f57b5d5b08fd4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#88;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"26\" style=\"vertical-align: 0px;\"\/> suivant la loi binomiale <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-6a35847e1bec2992d56acef545e02a05_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#92;&#109;&#97;&#116;&#104;&#99;&#97;&#108;&#123;&#66;&#125;&#40;&#49;&#48;&#32;&#92;&#32;&#59;&#32;&#92;&#32;&#48;&#44;&#52;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"146\" style=\"vertical-align: -8px;\"\/>.<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Calculer l&rsquo;esp\u00e9rance <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-3dc336daa49a87e58c2f6d27c45eab76_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#69;&#40;&#88;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"70\" style=\"vertical-align: -8px;\"\/> et l&rsquo;\u00e9cart-type <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-5c60e0cb616fb7b8f775b6b28a94bfd6_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#92;&#115;&#105;&#103;&#109;&#97;&#40;&#88;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"64\" style=\"vertical-align: -8px;\"\/> de cette loi.<\/li>\n\n\n\n<li>Calculer, \u00e0 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-f33fbca15615809f14cce33c594ab6ae_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#49;&#48;&#94;&#123;&#45;&#52;&#125;\" title=\"Rendered by QuickLaTeX.com\" height=\"26\" width=\"57\" style=\"vertical-align: 0px;\"\/> pr\u00e8s, la probabilit\u00e9 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-1ac263c2188bd4eea7358cc3ee5b26e0_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#80;&#40;&#88;&#32;&#61;&#32;&#52;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"124\" style=\"vertical-align: -8px;\"\/>.<\/li>\n\n\n\n<li>D\u00e9terminer la probabilit\u00e9 d&rsquo;obtenir au moins un succ\u00e8s, <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-86c9651949693eca4c35531067b20f38_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#80;&#40;&#88;&#32;&#92;&#103;&#101;&#113;&#32;&#49;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"124\" style=\"vertical-align: -8px;\"\/>.<\/li>\n\n\n\n<li>\u00c0 l&rsquo;aide de la calculatrice, d\u00e9terminer <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-c8f57959688711f9fd78426f09894eeb_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#80;&#40;&#88;&#32;&#92;&#108;&#101;&#113;&#32;&#54;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"124\" style=\"vertical-align: -8px;\"\/>.<\/li>\n<\/ol>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>Solution Ex 1 :<\/strong><\/summary>\n<ol class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-e40196ab2631228cec43db01487021ed_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#69;&#40;&#88;&#41;&#32;&#61;&#32;&#49;&#48;&#32;&#92;&#116;&#105;&#109;&#101;&#115;&#32;&#48;&#44;&#52;&#32;&#61;&#32;&#52;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"273\" style=\"vertical-align: -8px;\"\/> ; <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-a4f85b40c8ac06afd5a738b20e1ef554_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#92;&#115;&#105;&#103;&#109;&#97;&#40;&#88;&#41;&#32;&#61;&#32;&#92;&#115;&#113;&#114;&#116;&#123;&#49;&#48;&#32;&#92;&#116;&#105;&#109;&#101;&#115;&#32;&#48;&#44;&#52;&#32;&#92;&#116;&#105;&#109;&#101;&#115;&#32;&#48;&#44;&#54;&#125;&#32;&#61;&#32;&#92;&#115;&#113;&#114;&#116;&#123;&#50;&#44;&#52;&#125;&#32;&#92;&#97;&#112;&#112;&#114;&#111;&#120;&#32;&#49;&#44;&#53;&#52;&#57;\" title=\"Rendered by QuickLaTeX.com\" height=\"32\" width=\"536\" style=\"vertical-align: -8px;\"\/>.<\/li>\n\n\n\n<li><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-05cb39c3a64653e57f130bd0630bf60d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#80;&#40;&#88;&#61;&#52;&#41;&#32;&#61;&#32;&#92;&#98;&#105;&#110;&#111;&#109;&#123;&#49;&#48;&#125;&#123;&#52;&#125;&#32;&#92;&#116;&#105;&#109;&#101;&#115;&#32;&#48;&#44;&#52;&#94;&#52;&#32;&#92;&#116;&#105;&#109;&#101;&#115;&#32;&#48;&#44;&#54;&#94;&#54;&#32;&#92;&#97;&#112;&#112;&#114;&#111;&#120;&#32;&#48;&#44;&#50;&#53;&#48;&#56;\" title=\"Rendered by QuickLaTeX.com\" height=\"38\" width=\"525\" style=\"vertical-align: -10px;\"\/>.<\/li>\n\n\n\n<li><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-22126b54ea6ad9ae41b197d8fad288b0_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#80;&#40;&#88;&#32;&#92;&#103;&#101;&#113;&#115;&#108;&#97;&#110;&#116;&#32;&#49;&#41;&#32;&#61;&#32;&#49;&#32;&#45;&#32;&#80;&#40;&#88;&#61;&#48;&#41;&#32;&#61;&#32;&#49;&#32;&#45;&#32;&#48;&#44;&#54;&#94;&#123;&#49;&#48;&#125;&#32;&#92;&#97;&#112;&#112;&#114;&#111;&#120;&#32;&#48;&#44;&#57;&#57;&#52;&#48;\" title=\"Rendered by QuickLaTeX.com\" height=\"34\" width=\"627\" style=\"vertical-align: -8px;\"\/>.<\/li>\n<\/ol>\n<\/details>\n\n\n\n<h4 class=\"wp-block-heading\">Exercice 2 : Probl\u00e8me contextualis\u00e9 (Contr\u00f4le qualit\u00e9)<\/h4>\n\n\n\n<p>Une entreprise produit des composants \u00e9lectroniques. On admet que chaque composant a une probabilit\u00e9 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-33423b7f1b65f59cc54f4277a8515292_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;&#32;&#61;&#32;&#48;&#44;&#48;&#50;\" title=\"Rendered by QuickLaTeX.com\" height=\"26\" width=\"112\" style=\"vertical-align: -6px;\"\/> d&rsquo;\u00eatre d\u00e9fectueux, ind\u00e9pendamment des autres. On pr\u00e9l\u00e8ve au hasard un lot de 100 composants. Soit <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-5943181a342fb2c10f4dd7df81872400_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#89;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"22\" style=\"vertical-align: 0px;\"\/> la variable al\u00e9atoire comptant le nombre de composants d\u00e9fectueux dans le lot.<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Justifier que <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-5943181a342fb2c10f4dd7df81872400_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#89;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"22\" style=\"vertical-align: 0px;\"\/> suit une loi binomiale dont on pr\u00e9cisera les param\u00e8tres.<\/li>\n\n\n\n<li>Calculer la probabilit\u00e9 qu&rsquo;il n&rsquo;y ait aucun composant d\u00e9fectueux dans le lot sous forme exacte, puis sous forme d\u00e9cimale approch\u00e9e \u00e0 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-f33fbca15615809f14cce33c594ab6ae_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#49;&#48;&#94;&#123;&#45;&#52;&#125;\" title=\"Rendered by QuickLaTeX.com\" height=\"26\" width=\"57\" style=\"vertical-align: 0px;\"\/> pr\u00e8s.<\/li>\n\n\n\n<li>Calculer la probabilit\u00e9 qu&rsquo;il y ait au plus 2 composants d\u00e9fectueux sous forme d\u00e9cimale approch\u00e9e \u00e0 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-f33fbca15615809f14cce33c594ab6ae_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#49;&#48;&#94;&#123;&#45;&#52;&#125;\" title=\"Rendered by QuickLaTeX.com\" height=\"26\" width=\"57\" style=\"vertical-align: 0px;\"\/> pr\u00e8s.<\/li>\n\n\n\n<li>Quel est le nombre moyen de composants d\u00e9fectueux attendus dans un tel lot ?<\/li>\n<\/ol>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Solution Ex 2<\/summary>\n<ol class=\"wp-block-list\">\n<li>On r\u00e9alise 100 tirages ind\u00e9pendants et identiques. Chaque tirage est une \u00e9preuve de Bernouilli, avec deux issues : le composant est d\u00e9fectueux (succ\u00e8s, probabilit\u00e9 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-6302c5dccec5117bc597dba6e88c2bd1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;&#61;&#48;&#44;&#48;&#50;\" title=\"Rendered by QuickLaTeX.com\" height=\"26\" width=\"112\" style=\"vertical-align: -6px;\"\/>) ou non (\u00e9chec, probabilit\u00e9 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-e57e68617d100de565713444e764e743_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#113;&#61;&#48;&#44;&#57;&#56;\" title=\"Rendered by QuickLaTeX.com\" height=\"26\" width=\"110\" style=\"vertical-align: -6px;\"\/>). <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-5943181a342fb2c10f4dd7df81872400_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#89;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"22\" style=\"vertical-align: 0px;\"\/> est alors la variable al\u00e9atoire comptant le nombre de succ\u00e8s et suit donc la loi binomiale de param\u00e8tres <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-b907c5989d24e46cd30e9ae5288dc736_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;&#61;&#49;&#48;&#48;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"101\" style=\"vertical-align: 0px;\"\/> et <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-6302c5dccec5117bc597dba6e88c2bd1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;&#61;&#48;&#44;&#48;&#50;\" title=\"Rendered by QuickLaTeX.com\" height=\"26\" width=\"112\" style=\"vertical-align: -6px;\"\/> :<br><p class=\"ql-center-displayed-equation\" style=\"line-height: 30px;\"><span class=\"ql-right-eqno\"> &nbsp; <\/span><span class=\"ql-left-eqno\"> &nbsp; <\/span><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-82993aadc6624256af91b49cbbf3b16a_l3.png\" height=\"30\" width=\"226\" class=\"ql-img-displayed-equation quicklatex-auto-format\" alt=\"&#92;&#91;&#89;&#92;&#115;&#105;&#109;&#92;&#109;&#97;&#116;&#104;&#99;&#97;&#108;&#123;&#66;&#125;&#40;&#49;&#48;&#48;&#59;&#48;&#44;&#48;&#50;&#41;&#46;&#92;&#93;\" title=\"Rendered by QuickLaTeX.com\"\/><\/p><\/li>\n\n\n\n<li><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-579f88666318959c8168a8489aa8fbe3_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#80;&#40;&#89;&#61;&#48;&#41;&#61;&#48;&#44;&#57;&#56;&#94;&#123;&#49;&#48;&#48;&#125;&#92;&#97;&#112;&#112;&#114;&#111;&#120;&#48;&#44;&#49;&#51;&#50;&#54;\" title=\"Rendered by QuickLaTeX.com\" height=\"34\" width=\"382\" style=\"vertical-align: -8px;\"\/>.<\/li>\n\n\n\n<li><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-c79682a5fc4d359b72113aaf936b48d2_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#80;&#40;&#89;&#92;&#108;&#101;&#113;&#115;&#108;&#97;&#110;&#116;&#50;&#41;&#92;&#97;&#112;&#112;&#114;&#111;&#120;&#48;&#44;&#54;&#55;&#54;&#55;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"250\" style=\"vertical-align: -8px;\"\/>.<\/li>\n\n\n\n<li><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-a5eca5babbad4834e91daa9f722e4fc6_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#69;&#40;&#89;&#41;&#61;&#49;&#48;&#48;&#92;&#116;&#105;&#109;&#101;&#115;&#48;&#46;&#48;&#50;&#61;&#50;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"295\" style=\"vertical-align: -8px;\"\/>.<br>Il faut donc s&rsquo;attendre \u00e0 une moyenne de deux composants d\u00e9fectueux par lot.<\/li>\n<\/ol>\n<\/details>\n\n\n\n<h4 class=\"wp-block-heading\">Exercice 3 : Seuil et r\u00e9p\u00e9tition<\/h4>\n\n\n\n<p>On lance <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/> fois un d\u00e9 \u00e9quilibr\u00e9 \u00e0 6 faces. On appelle \u00ab\u00a0succ\u00e8s\u00a0\u00bb l&rsquo;obtention d&rsquo;un 6.<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Exprimer en fonction de <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/> la probabilit\u00e9 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-397d1cb026ae61d831050f1a7f237f27_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;&#95;&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"30\" style=\"vertical-align: -6px;\"\/> d&rsquo;obtenir au moins une fois le chiffre 6.<\/li>\n\n\n\n<li>D\u00e9terminer le nombre minimal de lancements <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/> n\u00e9cessaires pour que <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-0e0b9a3bb17ae9d06f7497dcdb249f19_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;&#95;&#110;&#32;&#92;&#103;&#101;&#113;&#32;&#48;&#44;&#57;&#53;\" title=\"Rendered by QuickLaTeX.com\" height=\"27\" width=\"127\" style=\"vertical-align: -6px;\"\/>.<\/li>\n<\/ol>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Solution Ex 3<\/summary>\n<ol class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-46fd96720f3bc85fa4f6b970a9cfe920_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;&#95;&#110;&#32;&#61;&#32;&#49;&#32;&#45;&#32;&#40;&#92;&#102;&#114;&#97;&#99;&#123;&#53;&#125;&#123;&#54;&#125;&#41;&#94;&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"37\" width=\"176\" style=\"vertical-align: -10px;\"\/>.<\/li>\n\n\n\n<li><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-0e0a797083dc1b2b0c63e78f16a8b48d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;&#95;&#110;&#32;&#92;&#103;&#101;&#113;&#115;&#108;&#97;&#110;&#116;&#32;&#48;&#44;&#57;&#53;&#32;&#92;&#105;&#102;&#102;&#49;&#32;&#45;&#32;&#92;&#108;&#101;&#102;&#116;&#40;&#92;&#102;&#114;&#97;&#99;&#123;&#53;&#125;&#123;&#54;&#125;&#92;&#114;&#105;&#103;&#104;&#116;&#41;&#94;&#110;&#32;&#92;&#103;&#101;&#113;&#115;&#108;&#97;&#110;&#116;&#32;&#48;&#44;&#57;&#53;&#32;&#92;&#105;&#102;&#102;&#32;&#92;&#108;&#101;&#102;&#116;&#40;&#92;&#102;&#114;&#97;&#99;&#123;&#53;&#125;&#123;&#54;&#125;&#92;&#114;&#105;&#103;&#104;&#116;&#41;&#94;&#110;&#32;&#92;&#108;&#101;&#113;&#115;&#108;&#97;&#110;&#116;&#32;&#48;&#44;&#48;&#53;\" title=\"Rendered by QuickLaTeX.com\" height=\"37\" width=\"667\" style=\"vertical-align: -10px;\"\/><br><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-3aae3b43a2abbc35d81d842edf1966d4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#92;&#105;&#102;&#102;&#32;&#110;&#32;&#92;&#108;&#110;&#92;&#108;&#101;&#102;&#116;&#40;&#92;&#102;&#114;&#97;&#99;&#123;&#53;&#125;&#123;&#54;&#125;&#92;&#114;&#105;&#103;&#104;&#116;&#41;&#32;&#92;&#108;&#101;&#113;&#115;&#108;&#97;&#110;&#116;&#32;&#92;&#108;&#110;&#40;&#48;&#44;&#48;&#53;&#41;&#92;&#105;&#102;&#102;&#32;&#110;&#32;&#92;&#103;&#101;&#113;&#115;&#108;&#97;&#110;&#116;&#32;&#92;&#102;&#114;&#97;&#99;&#123;&#92;&#108;&#110;&#40;&#48;&#44;&#48;&#53;&#41;&#125;&#123;&#92;&#108;&#110;&#92;&#108;&#101;&#102;&#116;&#40;&#53;&#47;&#54;&#92;&#114;&#105;&#103;&#104;&#116;&#41;&#125;&#32;&#92;&#97;&#112;&#112;&#114;&#111;&#120;&#32;&#49;&#54;&#44;&#52;&#51;\" title=\"Rendered by QuickLaTeX.com\" height=\"48\" width=\"651\" style=\"vertical-align: -17px;\"\/>.<br>Il faut donc au moins <strong>17 lancers<\/strong>.<\/li>\n<\/ol>\n<\/details>\n\n\n\n<h2 class=\"wp-block-heading\">Point m\u00e9thode : de l&rsquo;\u00e9nonc\u00e9 au mod\u00e8le<\/h2>\n\n\n\n<p>Pour justifier qu&rsquo;une variable al\u00e9atoire <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-48a71fe637998f080a1f57b5d5b08fd4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#88;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"26\" style=\"vertical-align: 0px;\"\/> suit une loi binomiale.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u00c9tape 1 :<\/strong> Identifier l&rsquo;\u00e9preuve de Bernoulli et le succ\u00e8s (donner sa probabilit\u00e9 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-ebf20cd1bbe8dcdebf9aaa1523889d40_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#112;\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"16\" style=\"vertical-align: -6px;\"\/>).<\/li>\n\n\n\n<li><strong>\u00c9tape 2 :<\/strong> Pr\u00e9ciser que l&rsquo;on r\u00e9p\u00e8te <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-446376b77457ba020f6f46ed77df3b3d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#110;\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"17\" style=\"vertical-align: 0px;\"\/> fois cette \u00e9preuve de mani\u00e8re <strong>identique et ind\u00e9pendante<\/strong>.<\/li>\n\n\n\n<li><strong>\u00c9tape 3 :<\/strong> D\u00e9finir la variable al\u00e9atoire <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-48a71fe637998f080a1f57b5d5b08fd4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#88;\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"26\" style=\"vertical-align: 0px;\"\/> comme le nombre de succ\u00e8s.<\/li>\n\n\n\n<li><strong>\u00c9tape 4 :<\/strong> Conclure que <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/coetlogon.fr\/wp-content\/ql-cache\/quicklatex.com-b0a534014e593c3407562bd19a9fc42c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#88;&#32;&#92;&#115;&#105;&#109;&#32;&#92;&#109;&#97;&#116;&#104;&#99;&#97;&#108;&#123;&#66;&#125;&#40;&#110;&#44;&#32;&#112;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"30\" width=\"153\" style=\"vertical-align: -8px;\"\/>.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>I. \u00c9preuve et sch\u00e9ma de Bernoulli D\u00e9finition : Une \u00e9preuve de Bernoulli est une exp\u00e9rience al\u00e9atoire n&rsquo;ayant que deux issues possibles : D\u00e9finition : Un sch\u00e9ma de Bernoulli de param\u00e8tres et est la r\u00e9p\u00e9tition de \u00e9preuves de Bernoulli de param\u00e8tre , de mani\u00e8re identique et ind\u00e9pendante. II. La Loi Binomiale D\u00e9finition : On consid\u00e8re un [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":19,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-54","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/coetlogon.fr\/index.php?rest_route=\/wp\/v2\/pages\/54","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/coetlogon.fr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/coetlogon.fr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/coetlogon.fr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/coetlogon.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=54"}],"version-history":[{"count":17,"href":"https:\/\/coetlogon.fr\/index.php?rest_route=\/wp\/v2\/pages\/54\/revisions"}],"predecessor-version":[{"id":71,"href":"https:\/\/coetlogon.fr\/index.php?rest_route=\/wp\/v2\/pages\/54\/revisions\/71"}],"up":[{"embeddable":true,"href":"https:\/\/coetlogon.fr\/index.php?rest_route=\/wp\/v2\/pages\/19"}],"wp:attachment":[{"href":"https:\/\/coetlogon.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=54"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}