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+{"segments": [{"id": 1, "seek": 3180, "start": 4.96, "end": 31.8, "text": "بسم الله الرحمن الرحيم اليوم ان شاء الله هنبدأ موضوع جديد موضوع تحليل التباين للمتغيرات المتعددة يعني لما يكون في عندي أكتر من متغير تابع و هذا موضوع امتداد لموضوع اللي أخدناه أمس اللي هو موضوع اختبار Hotline T2 في حالة عينتين مستقلتين يعني في هذه الحالة بيكون في عندي تلت مهارات مثلا في اللغة الإنجليزية", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 45595, 20498, 16472, 13412, 16606, 21984, 8032, 1863, 44510, 10721, 3714, 2407, 11242, 45367, 10874, 16254, 3215, 3714, 2407, 11242, 45367, 6055, 5016, 20292, 1211, 16712, 3555, 995, 9957, 5296, 19528, 2655, 17082, 13546, 9307, 9673, 2655, 22488, 41891, 37495, 22653, 5296, 15042, 7251, 30544, 8978, 18871, 16254, 5551, 4117, 2655, 2288, 9154, 44650, 17082, 13546, 6055, 16758, 3615, 4032, 23758, 3714, 2407, 11242, 45367, 1975, 2304, 2655, 3215, 18513, 32767, 2407, 11242, 45367, 13672, 1829, 5551, 9778, 3215, 8315, 3224, 5551, 2304, 3794, 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يعني", "probability": 0.73779296875}, {"start": 1215.55, "end": 1216.07, "word": " هاخد", "probability": 0.951171875}, {"start": 1216.07, "end": 1216.65, "word": " بس", "probability": 0.96484375}, {"start": 1216.65, "end": 1217.03, "word": " سطر", "probability": 0.9274088541666666}, {"start": 1217.03, "end": 1217.37, "word": " التاني", "probability": 0.970703125}, {"start": 1217.37, "end": 1217.61, "word": " بحيث", "probability": 0.9576416015625}, {"start": 1217.61, "end": 1218.21, "word": " اختصر", "probability": 0.9613037109375}, {"start": 1218.21, "end": 1219.19, "word": " الجدول", "probability": 0.9720052083333334}, {"start": 1219.19, "end": 1219.39, "word": " اللى", "probability": 0.775390625}, {"start": 1219.39, "end": 1219.81, "word": " موجود", "probability": 0.9931640625}], "temperature": 1.0}, {"id": 47, "seek": 124479, "start": 1220.69, "end": 1244.79, "text": "إذاً هذا الجدول بتضمن أربع اختبارات و هناخد منها الاختبار رقم اتنين اختبار رقم اتنين هيعطينادر نتائج مختصرة يعني بدل ما كان الجدول كبير في أرقام كتيرة مش عايزها كلها باخد جزء اللي انا عايزه العامل الأول او المتوارد المثقل هو ال X1 قيمة الاختبار اللي هو 7.9 و ال P value 002", "tokens": [28814, 15730, 14111, 23758, 25724, 3215, 12610, 39894, 11242, 27842, 5551, 25513, 3615, 1975, 46456, 3555, 9640, 9307, 4032, 8032, 1863, 47283, 3215, 9154, 11296, 2423, 47283, 2655, 3555, 9640, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 1975, 46456, 3555, 9640, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 8032, 1829, 3615, 9566, 1829, 8315, 3215, 2288, 8717, 2655, 16373, 7435, 3714, 46456, 9381, 25720, 37495, 22653, 47525, 1211, 19446, 25961, 25724, 3215, 12610, 9122, 3555, 13546, 8978, 5551, 2288, 4587, 10943, 9122, 2655, 48923, 37893, 6225, 47302, 11622, 11296, 28242, 11296, 4724, 47283, 3215, 10874, 11622, 38207, 13672, 1829, 1975, 8315, 6225, 47302, 11622, 3224, 18863, 10943, 1211, 16247, 12610, 1975, 2407, 9673, 2655, 2407, 9640, 3215, 9673, 12984, 4587, 1211, 31439, 2423, 1783, 16, 12174, 32640, 3660, 2423, 47283, 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1521.65, "end": 1521.89, "word": " برضه", "probability": 0.7676595052083334}, {"start": 1521.89, "end": 1522.27, "word": " تأثير", "probability": 0.95556640625}, {"start": 1522.27, "end": 1522.53, "word": " معنى", "probability": 0.88623046875}, {"start": 1522.53, "end": 1522.65, "word": " مع", "probability": 0.5771484375}, {"start": 1522.65, "end": 1522.99, "word": " المتواجد", "probability": 0.9296875}, {"start": 1522.99, "end": 1523.31, "word": " التابع", "probability": 0.9928385416666666}, {"start": 1523.31, "end": 1523.63, "word": " الأول", "probability": 0.9365234375}, {"start": 1523.63, "end": 1524.47, "word": " اللي", "probability": 0.8037109375}, {"start": 1524.47, "end": 1524.61, "word": " انا", "probability": 0.726806640625}, {"start": 1524.61, "end": 1524.87, "word": " عملته", "probability": 0.9220377604166666}, {"start": 1524.87, "end": 1524.99, "word": " على", "probability": 0.93359375}, {"start": 1524.99, "end": 1525.61, "word": " Y1", "probability": 0.960205078125}, 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{"start": 1531.82, "end": 1532.46, "word": " Y2", "probability": 0.52313232421875}, {"start": 1532.46, "end": 1534.6, "word": " لحظة", "probability": 0.8099365234375}, {"start": 1534.6, "end": 1535.4, "word": " بس", "probability": 0.393157958984375}, {"start": 1535.4, "end": 1535.78, "word": " نلخص", "probability": 0.80548095703125}, {"start": 1535.78, "end": 1536.44, "word": " النتائج", "probability": 0.8812255859375}, {"start": 1536.44, "end": 1544.32, "word": " Y", "probability": 0.62841796875}, {"start": 1544.32, "end": 1544.96, "word": " التابع", "probability": 0.8006184895833334}, {"start": 1544.96, "end": 1547.88, "word": " X1", "probability": 0.920654296875}, {"start": 1547.88, "end": 1548.5, "word": " X2", "probability": 0.75732421875}, {"start": 1548.5, "end": 1549.68, "word": " التابع", "probability": 0.7669270833333334}, {"start": 1549.68, "end": 1550.26, "word": " Y1", "probability": 0.982177734375}, {"start": 1550.26, "end": 1550.84, "word": " Y2", "probability": 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"word": "المحاسبة", "probability": 0.9029541015625}, {"start": 1561.2, "end": 1567.84, "word": " الـ", "probability": 0.62841796875}, {"start": 1567.84, "end": 1568.24, "word": " X1", "probability": 0.69580078125}, {"start": 1568.24, "end": 1568.84, "word": " الجامعة", "probability": 0.8074544270833334}, {"start": 1568.84, "end": 1570.92, "word": " X2", "probability": 0.90234375}, {"start": 1570.92, "end": 1571.34, "word": " النوع", "probability": 0.6771240234375}, {"start": 1571.34, "end": 1573.06, "word": " واضح", "probability": 0.9640299479166666}, {"start": 1573.06, "end": 1573.4, "word": " هنا", "probability": 0.96630859375}, {"start": 1573.4, "end": 1574.02, "word": " معنوي", "probability": 0.9324544270833334}, {"start": 1574.02, "end": 1574.72, "word": " حكينا", "probability": 0.8460693359375}, {"start": 1574.72, "end": 1574.82, "word": " في", "probability": 0.984375}, {"start": 1574.82, "end": 1575.38, "word": " Y1", "probability": 0.85595703125}, {"start": 1575.38, "end": 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the", "probability": 0.52783203125}, {"start": 3013.62, "end": 3013.9, "word": " general", "probability": 0.64306640625}, {"start": 3013.9, "end": 3014.18, "word": " linear", "probability": 0.91748046875}, {"start": 3014.18, "end": 3014.62, "word": " model", "probability": 0.96337890625}, {"start": 3014.62, "end": 3014.82, "word": " أو", "probability": 0.646484375}, {"start": 3014.82, "end": 3015.44, "word": " GLM", "probability": 0.7958984375}, {"start": 3015.44, "end": 3016.32, "word": " وبختار", "probability": 0.7503255208333334}, {"start": 3016.32, "end": 3017.22, "word": " multivariate", "probability": 0.8631591796875}, {"start": 3017.22, "end": 3017.96, "word": " إذا", "probability": 0.65966796875}, {"start": 3017.96, "end": 3018.12, "word": " في", "probability": 0.7373046875}, {"start": 3018.12, "end": 3018.32, "word": " عندي", "probability": 0.724365234375}, {"start": 3018.32, "end": 3018.88, "word": " univariate", "probability": 0.7860107421875}, {"start": 3018.88, "end": 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احنا بنتعامل مع .. لحظة المنطقة اللى هنا صارت واسعة شوية لإن هناك كانت في ال univariate الذكر صغيرة عمالية أولا .. بس أذاكرك من ال univariate", "tokens": [41185, 2423, 2120, 592, 3504, 473, 8978, 43242, 7578, 29538, 12174, 16373, 46007, 9673, 2655, 17082, 13546, 9307, 34051, 2423, 7006, 1329, 8978, 43242, 7578, 9673, 2655, 17082, 13546, 9307, 16712, 16758, 27884, 4032, 9673, 2655, 17082, 13546, 9307, 9673, 14851, 4587, 37977, 47525, 10721, 8315, 8717, 39648, 28242, 36764, 24401, 8978, 3714, 41361, 3224, 9673, 8315, 35457, 1975, 5016, 8315, 4724, 29399, 3615, 10943, 1211, 20449, 4386, 5296, 5016, 19913, 3660, 9673, 1863, 9566, 28671, 13672, 7578, 34105, 20328, 9640, 2655, 4032, 32277, 27884, 13412, 2407, 10632, 5296, 28814, 1863, 34105, 4117, 25961, 2655, 8978, 2423, 517, 592, 3504, 473, 32545, 37983, 20328, 17082, 48923, 6225, 2304, 6027, 10632, 5551, 12610, 995, 4386, 4724, 3794, 5551, 15730, 37983, 4117, 9154, 2423, 517, 592, 3504, 473], "avg_logprob": -0.17901082395568607, 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"probability": 0.94384765625}, {"start": 3760.04, "end": 3765.8, "word": " إلى", "probability": 0.81005859375}, {"start": 3765.8, "end": 3766.2, "word": " الحالة", "probability": 0.7722981770833334}, {"start": 3766.2, "end": 3766.48, "word": " التانية", "probability": 0.9625651041666666}, {"start": 3766.48, "end": 3766.64, "word": " في", "probability": 0.4267578125}, {"start": 3766.64, "end": 3767.02, "word": " حالة", "probability": 0.9249674479166666}, {"start": 3767.02, "end": 3767.5, "word": " أخذ", "probability": 0.8953450520833334}, {"start": 3767.5, "end": 3767.86, "word": " بعين", "probability": 0.800537109375}, {"start": 3767.86, "end": 3768.34, "word": " الاعتبار", "probability": 0.9603271484375}, {"start": 3768.34, "end": 3768.96, "word": " التفاعل", "probability": 0.9488525390625}, {"start": 3768.96, "end": 3769.1, "word": " أو", "probability": 0.90185546875}, {"start": 3769.1, "end": 3769.48, "word": " التأثير", "probability": 0.8934326171875}, {"start": 3769.48, "end": 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3779.04, "end": 3779.68, "word": " التفاعل", "probability": 0.9647216796875}], "temperature": 1.0}, {"id": 144, "seek": 379357, "start": 3781.99, "end": 3793.57, "text": "المتبادل بين المتواصلات المستقلة على متواصلة دائرة الطلاب بيكون في بناء الحصاء غير الدائرة الحصائية إذا الفرضية الصفرية بتنص أنه لا يوجد تفاعل", "tokens": [45340, 2655, 3555, 18513, 1211, 49374, 9673, 2655, 14407, 36520, 9307, 9673, 14851, 4587, 37977, 15844, 44650, 2407, 33546, 37977, 11778, 16373, 25720, 41950, 15040, 3555, 4724, 1829, 30544, 8978, 44945, 16606, 21542, 9381, 16606, 32771, 13546, 32748, 16373, 25720, 21542, 9381, 16373, 10632, 11933, 15730, 27188, 43042, 10632, 31767, 5172, 2288, 10632, 39894, 1863, 9381, 14739, 3224, 20193, 7251, 29245, 3215, 6055, 5172, 995, 30241], "avg_logprob": -0.24766792379208466, "compression_ratio": 1.782312925170068, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3781.99, "end": 3782.81, "word": "المتبادل", "probability": 0.94140625}, {"start": 3782.81, 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{"start": 3787.23, "end": 3787.43, "word": " الدائرة", "probability": 0.7903645833333334}, {"start": 3787.43, "end": 3787.95, "word": " الحصائية", "probability": 0.9783935546875}, {"start": 3787.95, "end": 3788.91, "word": " إذا", "probability": 0.4703369140625}, {"start": 3788.91, "end": 3789.47, "word": " الفرضية", "probability": 0.9342447916666666}, {"start": 3789.47, "end": 3789.91, "word": " الصفرية", "probability": 0.9498291015625}, {"start": 3789.91, "end": 3790.45, "word": " بتنص", "probability": 0.8098958333333334}, {"start": 3790.45, "end": 3792.83, "word": " أنه", "probability": 0.52587890625}, {"start": 3792.83, "end": 3792.91, "word": " لا", "probability": 0.9150390625}, {"start": 3792.91, "end": 3793.11, "word": " يوجد", "probability": 0.7884114583333334}, {"start": 3793.11, "end": 3793.57, "word": " تفاعل", "probability": 0.96240234375}], "temperature": 1.0}, {"id": 145, "seek": 383231, "start": 3811.17, "end": 3832.31, "text": "إذا تأثير التفاعل هيك تكتبه الفرضية تأثير التفاعل المتبادل بين المتوادرات المستقلة على متوسط التابع غير معنى إذا لا يوجد أثر ذو دلالة إحصائية للتفاعل بين المتوادرات المستقلة X1 و X2 و أثره على المتوادر التابع الأول المتوسط دي هو في مادة الإحصاء مثلا", "tokens": [28814, 15730, 6055, 10721, 12984, 13546, 16712, 5172, 995, 30241, 39896, 4117, 6055, 4117, 2655, 3555, 3224, 27188, 43042, 10632, 6055, 10721, 12984, 13546, 16712, 5172, 995, 30241, 9673, 2655, 3555, 18513, 1211, 49374, 9673, 2655, 14407, 3215, 2288, 9307, 9673, 14851, 4587, 37977, 15844, 44650, 41779, 9566, 16712, 16758, 3615, 32771, 13546, 20449, 1863, 7578, 11933, 15730, 20193, 7251, 29245, 3215, 5551, 49115, 29910, 2407, 11778, 1211, 6027, 3660, 11933, 5016, 9381, 16373, 10632, 24976, 2655, 5172, 995, 30241, 49374, 9673, 2655, 14407, 3215, 2288, 9307, 9673, 14851, 4587, 37977, 1783, 16, 4032, 1783, 17, 4032, 5551, 49115, 3224, 15844, 9673, 2655, 14407, 3215, 2288, 16712, 16758, 3615, 16247, 12610, 9673, 2655, 41779, 9566, 11778, 1829, 31439, 8978, 3714, 18513, 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بين المتواجدات المستقلها على متصف دق الطلاب لو التفاعل بين الاتنين هدول على المتواجد التابع غير دق الأحصائي فالفرضية الصفرية هيك البديلة أكيد هتكون عكسها و بكرر بالنسبة للمتواجد التابع التاني و بكرر بالنسبة للمتواجد التابع التالت", "tokens": [10721, 2407, 4724, 4117, 2655, 3555, 11296, 20666, 9566, 16572, 28671, 13672, 1829, 31439, 9122, 9307, 3555, 11296, 14739, 3224, 6055, 10721, 12984, 13546, 16712, 5172, 995, 30241, 49374, 9673, 2655, 2407, 26108, 3215, 9307, 9673, 14851, 4587, 1211, 11296, 15844, 44650, 9381, 5172, 11778, 4587, 41950, 15040, 3555, 45164, 16712, 5172, 995, 30241, 49374, 2423, 9307, 1863, 9957, 8032, 3215, 12610, 15844, 9673, 2655, 2407, 26108, 3215, 16712, 16758, 3615, 32771, 13546, 11778, 4587, 16247, 5016, 9381, 16373, 1829, 6156, 6027, 5172, 43042, 10632, 31767, 5172, 2288, 10632, 39896, 4117, 29739, 16254, 37977, 5551, 4117, 25708, 8032, 2655, 30544, 6225, 4117, 3794, 11296, 4032, 4724, 37983, 2288, 20666, 1863, 35457, 3660, 5296, 19528, 2655, 2407, 26108, 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