| Variable Dependiente: | |||
| wage | |||
| Modelo 1 | Modelo 2 | Modelo 3 | |
| constante | -24.736.049,00*** | -30.642.094,00*** | -30.935.596,00*** |
| (3.824.894,00) | (3.745.033,00) | (3.738.787,00) | |
| overall | 212.358,60*** | 234.161,10*** | 179.196,60*** |
| (77.916,13) | (60.350,16) | (55.875,09) | |
| sexMujer | -5.217.236,00*** | ||
| (1.462.998,00) | |||
| age | 170.961,60*** | 158.075,20*** | 185.630,40*** |
| (51.953,84) | (47.059,99) | (45.398,70) | |
| leagueFeminine Division 1 | 4.308.989,00*** | ||
| (1.537.079,00) | |||
| leagueLa Liga | -1.671.987,00 | ||
| (1.369.617,00) | |||
| leagueLigue 1 | -741.970,10 | ||
| (1.367.770,00) | |||
| leaguePremier League | 387.543,90 | ||
| (1.361.898,00) | |||
| leagueBundesliga | 448.862,20 | ||
| (1.363.892,00) | |||
| leagueSerie A | |||
| clubLyon W | -4.713.206,00*** | -425.576,20 | -502.840,00 |
| (1.561.018,00) | (1.336.616,00) | (1.339.160,00) | |
| clubParis SG W | -4.357.039,00*** | -126.488,10 | 53.436,37 |
| (1.548.315,00) | (1.335.587,00) | (1.337.600,00) | |
| clubArsenal W | 957.770,20 | 922.601,40 | 818.375,00 |
| (1.364.613,00) | (1.337.229,00) | (1.340.560,00) | |
| clubManchester City W | 1.174.021,00 | 1.065.611,00 | 1.294.019,00 |
| (1.378.319,00) | (1.348.350,00) | (1.348.528,00) | |
| clubAston Villa W | 2.032.997,00 | 1.774.343,00 | 1.640.724,00 |
| (1.391.684,00) | (1.357.907,00) | (1.358.908,00) | |
| clubParis W | -4.139.001,00*** | 239.231,50 | 201.286,60 |
| (1.513.874,00) | (1.337.274,00) | (1.341.444,00) | |
| clubManchester United W | 843.424,00 | 964.657,10 | 826.766,90 |
| (1.369.333,00) | (1.340.034,00) | (1.344.241,00) | |
| clubTottenham W | 2.816.910,00** | 2.677.328,00* | 2.798.537,00** |
| (1.399.289,00) | (1.372.391,00) | (1.372.745,00) | |
| clubMontpellier W | -2.135.654,00 | 2.242.162,00* | 2.072.754,00 |
| (1.484.730,00) | (1.353.498,00) | (1.357.513,00) | |
| clubLiverpool W | 2.768.893,00* | 2.973.574,00** | 2.883.043,00** |
| (1.435.521,00) | (1.387.768,00) | (1.388.783,00) | |
| clubEverton W | 2.654.238,00* | 2.695.897,00** | 2.721.816,00** |
| (1.394.870,00) | (1.365.901,00) | (1.366.487,00) | |
| clubWest Ham W | 2.244.611,00 | 2.164.355,00 | 2.115.965,00 |
| (1.389.019,00) | (1.355.851,00) | (1.359.203,00) | |
| clubStade de Reims W | -1.696.165,00 | 2.544.444,00* | 2.614.817,00* |
| (1.489.247,00) | (1.361.988,00) | (1.363.948,00) | |
| clubFleury 91 W | -2.207.936,00 | 2.096.226,00 | 2.139.960,00 |
| (1.470.591,00) | (1.359.942,00) | (1.364.544,00) | |
| clubBrighton | Hove Albion W | 2.663.502,00* | 2.653.179,00* |
| (1.405.658,00) | (1.372.660,00) | (1.374.520,00) | |
| clubBordeaux W | -1.326.373,00 | 3.131.408,00** | 2.896.743,00** |
| (1.471.761,00) | (1.371.379,00) | (1.371.555,00) | |
| clubReading W | 3.083.548,00** | 3.017.939,00** | 2.903.895,00** |
| (1.403.473,00) | (1.373.103,00) | (1.374.503,00) | |
| clubGuingamp W | -925.556,20 | 3.454.340,00** | 3.287.735,00** |
| (1.453.685,00) | (1.380.339,00) | (1.379.473,00) | |
| clubDijon W | -941.040,50 | 3.444.615,00** | 3.330.803,00** |
| (1.454.340,00) | (1.381.847,00) | (1.379.821,00) | |
| clubLeicester City W | 3.523.603,00** | 3.568.667,00** | 3.580.636,00** |
| (1.423.260,00) | (1.388.606,00) | (1.389.365,00) | |
| clubLe Havre W | -353.170,40 | 4.076.596,00*** | 3.685.773,00*** |
| (1.465.456,00) | (1.407.107,00) | (1.404.914,00) | |
| clubSoyaux W | -418.626,40 | 4.036.487,00*** | 4.019.306,00*** |
| (1.486.003,00) | (1.443.218,00) | (1.441.983,00) | |
| clubRodez W | 4.405.962,00*** | 4.409.846,00*** | |
| (1.503.293,00) | (1.504.233,00) | ||
| clubParis Saint Germain | 22.479.486,00*** | 27.161.132,00*** | 27.227.685,00*** |
| (1.477.719,00) | (1.348.455,00) | (1.349.105,00) | |
| clubReal Madrid | 12.299.630,00*** | 16.019.641,00*** | 15.909.329,00*** |
| (1.440.138,00) | (1.342.974,00) | (1.346.570,00) | |
| clubFC Barcelona | 13.513.522,00*** | 17.147.244,00*** | 17.336.389,00*** |
| (1.424.060,00) | (1.339.075,00) | (1.341.107,00) | |
| clubManchester City | 7.025.246,00*** | 12.768.771,00*** | 12.654.903,00*** |
| (1.454.115,00) | (1.341.675,00) | (1.344.519,00) | |
| clubLiverpool | 3.713.361,00*** | 9.461.992,00*** | 9.414.509,00*** |
| (1.424.738,00) | (1.341.874,00) | (1.342.913,00) | |
| clubManchester United | 6.195.735,00*** | 12.020.181,00*** | 11.982.358,00*** |
| (1.407.936,00) | (1.343.046,00) | (1.344.884,00) | |
| clubTottenham Hotspur | 2.014.384,00 | 7.884.565,00*** | 7.691.566,00*** |
| (1.388.687,00) | (1.352.752,00) | (1.355.007,00) | |
| clubFC Bayern München | 6.674.663,00*** | 12.714.385,00*** | 12.635.987,00*** |
| (1.445.581,00) | (1.343.014,00) | (1.345.087,00) | |
| clubChelsea | 4.900.699,00*** | 10.574.364,00*** | 10.491.299,00*** |
| (1.418.129,00) | (1.339.737,00) | (1.341.615,00) | |
| clubVillarreal | 1.570.188,00 | 5.357.360,00*** | 5.298.748,00*** |
| (1.384.533,00) | (1.353.327,00) | (1.355.312,00) | |
| clubLazio | -490.012,10 | 5.077.079,00*** | 4.975.547,00*** |
| (1.410.048,00) | (1.363.720,00) | (1.365.944,00) | |
| clubRoma | 644.581,70 | 5.973.518,00*** | 5.879.955,00*** |
| (1.410.702,00) | (1.353.735,00) | (1.355.653,00) | |
| clubInter | 1.183.493,00 | 6.821.111,00*** | 6.719.977,00*** |
| (1.444.072,00) | (1.344.760,00) | (1.348.409,00) | |
| clubRB Leipzig | -181.578,50 | 5.691.420,00*** | 5.796.752,00*** |
| (1.421.920,00) | (1.346.108,00) | (1.347.359,00) | |
| clubBorussia Dortmund | 943.510,70 | 7.119.476,00*** | 6.989.380,00*** |
| (1.425.554,00) | (1.350.047,00) | (1.350.405,00) | |
| clubCelta de Vigo | -195.691,50 | 3.628.106,00*** | 3.692.702,00*** |
| (1.369.546,00) | (1.372.517,00) | (1.370.199,00) | |
| clubJuventus | 3.167.399,00** | 8.593.799,00*** | 8.418.249,00*** |
| (1.419.792,00) | (1.352.882,00) | (1.352.778,00) | |
| clubReal Betis | -466.236,00 | 3.206.561,00** | 3.161.071,00** |
| (1.387.079,00) | (1.349.580,00) | (1.352.519,00) | |
| clubMilan | -1.414.640,00 | 4.087.942,00*** | 4.099.461,00*** |
| (1.418.262,00) | (1.350.495,00) | (1.354.326,00) | |
| clubSevilla | 2.667.613,00* | 6.277.483,00*** | 6.025.916,00*** |
| (1.389.991,00) | (1.352.244,00) | (1.350.429,00) | |
| clubNewcastle United | 43.298,07 | 5.797.155,00*** | 5.598.089,00*** |
| (1.374.333,00) | (1.370.377,00) | (1.372.679,00) | |
| clubAthletic Club | 1.014.025,00 | 4.718.280,00*** | 4.538.079,00*** |
| (1.369.530,00) | (1.364.161,00) | (1.365.216,00) | |
| clubAtlético Madrid | 3.300.982,00** | 7.102.440,00*** | 6.923.687,00*** |
| (1.392.553,00) | (1.344.324,00) | (1.346.563,00) | |
| clubMonaco | -463.350,40 | 4.354.723,00*** | 4.335.811,00*** |
| (1.396.838,00) | (1.371.348,00) | (1.374.160,00) | |
| clubArsenal | 2.027.686,00 | 7.955.997,00*** | 7.830.296,00*** |
| (1.400.030,00) | (1.363.397,00) | (1.367.518,00) | |
| clubSassuolo | -582.988,40 | 4.900.119,00*** | 4.800.868,00*** |
| (1.363.715,00) | (1.392.303,00) | (1.393.554,00) | |
| clubLeicester City | -363.052,70 | 5.434.886,00*** | 5.294.045,00*** |
| (1.381.035,00) | (1.352.312,00) | (1.356.079,00) | |
| clubWolverhampton Wanderers | -162.902,50 | 5.743.122,00*** | 5.506.309,00*** |
| (1.368.303,00) | (1.373.016,00) | (1.373.405,00) | |
| clubBayer 04 Leverkusen | -1.532.607,00 | 4.271.906,00*** | 4.106.119,00*** |
| (1.418.637,00) | (1.349.180,00) | (1.353.668,00) | |
| clubWest Ham United | 273.047,40 | 6.049.466,00*** | 5.914.345,00*** |
| (1.368.620,00) | (1.361.455,00) | (1.361.102,00) | |
| clubReal Sociedad | 401.928,90 | 4.122.304,00*** | 4.172.714,00*** |
| (1.373.864,00) | (1.363.317,00) | (1.365.918,00) | |
| clubSC Freiburg | -2.589.441,00* | 3.448.412,00** | 3.403.657,00** |
| (1.380.928,00) | (1.378.217,00) | (1.379.633,00) | |
| clubNapoli | -705.724,10 | 4.715.650,00*** | 4.558.832,00*** |
| (1.412.819,00) | (1.364.060,00) | (1.368.189,00) | |
| clubEintracht Frankfurt | -2.044.774,00 | 3.769.202,00*** | 3.559.448,00*** |
| (1.390.427,00) | (1.361.886,00) | (1.365.639,00) | |
| clubBologna | -1.091.623,00 | 4.417.216,00*** | 4.342.709,00*** |
| (1.373.093,00) | (1.390.673,00) | (1.390.649,00) | |
| clubOlympique Lyonnais | -71.343,20 | 4.684.790,00*** | 4.478.826,00*** |
| (1.392.454,00) | (1.370.906,00) | (1.373.541,00) | |
| clubEverton | 1.373.020,00 | 7.010.817,00*** | 6.757.574,00*** |
| (1.369.898,00) | (1.379.418,00) | (1.378.181,00) | |
| clubCrystal Palace | 486.996,00 | 6.167.731,00*** | 6.187.275,00*** |
| (1.361.223,00) | (1.383.136,00) | (1.383.327,00) | |
| clubAtalanta | -1.641.459,00 | 3.862.949,00*** | 3.684.747,00*** |
| (1.392.185,00) | (1.358.954,00) | (1.360.654,00) | |
| clubAston Villa | 1.814.489,00 | 7.601.116,00*** | 7.411.070,00*** |
| (1.367.890,00) | (1.367.088,00) | (1.368.231,00) | |
| clubEspanyol | -543.110,60 | 3.378.286,00** | 3.083.697,00** |
| (1.370.962,00) | (1.381.183,00) | (1.379.160,00) | |
| clubValencia | 1.538.262,00 | 5.232.072,00*** | 5.106.935,00*** |
| (1.366.292,00) | (1.376.114,00) | (1.376.525,00) | |
| clubTSG Hoffenheim | -1.470.769,00 | 4.589.913,00*** | 4.466.647,00*** |
| (1.378.732,00) | (1.368.760,00) | (1.370.183,00) | |
| clubUdinese | -1.596.424,00 | 3.952.748,00*** | 3.861.586,00*** |
| (1.367.371,00) | (1.389.176,00) | (1.388.626,00) | |
| clubSouthampton | 13.245,65 | 5.894.559,00*** | 5.721.356,00*** |
| (1.359.732,00) | (1.383.900,00) | (1.383.772,00) | |
| clubMontpellier | -824.268,70 | 3.883.795,00*** | 3.726.042,00*** |
| (1.376.924,00) | (1.391.238,00) | (1.394.041,00) | |
| clubVfL Wolfsburg | -1.083.764,00 | 4.705.738,00*** | 4.452.648,00*** |
| (1.388.115,00) | (1.373.866,00) | (1.376.001,00) | |
| clubNice | 115.159,60 | 4.756.152,00*** | 4.595.820,00*** |
| (1.389.400,00) | (1.363.389,00) | (1.364.546,00) | |
| clubBorussia Mönchengladbach | -1.623.464,00 | 4.211.845,00*** | 4.140.425,00*** |
| (1.375.560,00) | (1.370.349,00) | (1.373.715,00) | |
| clubRennes | -905.079,70 | 3.817.329,00*** | 3.740.706,00*** |
| (1.391.901,00) | (1.362.793,00) | (1.365.355,00) | |
| clubLens | -1.237.241,00 | 3.378.888,00** | 3.434.709,00** |
| (1.386.050,00) | (1.408.643,00) | (1.410.285,00) | |
| clubFulham | -635.514,60 | 5.231.568,00*** | 5.188.443,00*** |
| (1.353.558,00) | (1.391.357,00) | (1.392.719,00) | |
| clubFiorentina | -407.587,60 | 4.955.027,00*** | 4.790.720,00*** |
| (1.386.579,00) | (1.370.047,00) | (1.368.148,00) | |
| clubLille | -679.628,10 | 4.172.780,00*** | 4.077.346,00*** |
| (1.379.633,00) | (1.391.568,00) | (1.390.498,00) | |
| clubSalernitana | -192.032,40 | 5.287.623,00*** | 5.034.506,00*** |
| (1.361.907,00) | (1.398.294,00) | (1.400.070,00) | |
| clubOlympique Marseille | 901.089,20 | 5.594.516,00*** | 5.492.529,00*** |
| (1.388.989,00) | (1.368.558,00) | (1.370.185,00) | |
| clubNottingham Forest | 789.261,50 | 6.546.835,00*** | 6.220.098,00*** |
| (1.358.353,00) | (1.382.492,00) | (1.383.945,00) | |
| clubBrighton | Hove Albion | -518.153,50 | 5.330.856,00*** |
| (1.358.108,00) | (1.382.923,00) | (1.385.046,00) | |
| clubOsasuna | -15.073,69 | 3.591.075,00*** | 3.451.266,00** |
| (1.358.243,00) | (1.378.662,00) | (1.379.690,00) | |
| clubGetafe | 170.564,40 | 3.830.244,00*** | 3.735.234,00*** |
| (1.365.720,00) | (1.380.576,00) | (1.380.580,00) | |
| clubRayo Vallecano | -482.997,70 | 3.154.423,00** | 2.988.246,00** |
| (1.361.076,00) | (1.395.903,00) | (1.395.067,00) | |
| clubBrentford | -1.110.385,00 | 4.538.515,00*** | 4.481.329,00*** |
| (1.360.691,00) | (1.397.049,00) | (1.399.690,00) | |
| clubFC Köln | -1.460.216,00 | 4.587.939,00*** | 4.346.647,00*** |
| (1.355.695,00) | (1.393.824,00) | (1.395.327,00) | |
| clubNantes | -462.560,70 | 4.276.728,00*** | 4.155.099,00*** |
| (1.371.340,00) | (1.397.804,00) | (1.396.099,00) | |
| clubVfB Stuttgart | -1.614.084,00 | 4.165.055,00*** | 3.995.180,00*** |
| (1.380.318,00) | (1.380.709,00) | (1.382.597,00) | |
| clubFC Union Berlin | -2.293.241,00* | 3.722.442,00*** | 3.649.412,00*** |
| (1.372.582,00) | (1.391.881,00) | (1.392.916,00) | |
| clubLeeds United | 172.117,90 | 5.941.989,00*** | 5.521.149,00*** |
| (1.361.837,00) | (1.384.659,00) | (1.382.825,00) | |
| clubGirona | 450.164,90 | 4.324.129,00*** | 4.051.782,00*** |
| (1.365.069,00) | (1.385.647,00) | (1.387.158,00) | |
| clubMonza | -762.214,00 | 4.871.279,00*** | 4.677.083,00*** |
| (1.380.003,00) | (1.391.046,00) | (1.392.377,00) | |
| clubWerder Bremen | -1.618.312,00 | 4.265.496,00*** | 4.237.916,00*** |
| (1.362.618,00) | (1.410.993,00) | (1.414.243,00) | |
| clubMallorca | -97.841,57 | 3.931.160,00*** | 3.848.941,00*** |
| (1.374.641,00) | (1.398.641,00) | (1.398.097,00) | |
| clubReims | -279.312,90 | 4.531.203,00*** | 4.320.693,00*** |
| (1.373.168,00) | (1.417.386,00) | (1.419.256,00) | |
| clubTorino | -367.552,40 | 5.074.584,00*** | 4.906.691,00*** |
| (1.371.080,00) | (1.388.638,00) | (1.386.674,00) | |
| clubCádiz | 257.846,30 | 4.047.209,00*** | 3.875.261,00*** |
| (1.364.906,00) | (1.407.629,00) | (1.400.119,00) | |
| clubStrasbourg | -1.016.632,00 | 3.631.763,00*** | 3.480.108,00** |
| (1.367.750,00) | (1.395.989,00) | (1.398.347,00) | |
| clubElche | 517.068,30 | 4.130.528,00*** | 4.141.366,00*** |
| (1.353.658,00) | (1.403.310,00) | (1.403.888,00) | |
| clubHellas Verona | -1.219.778,00 | 4.370.335,00*** | 4.076.257,00*** |
| (1.364.083,00) | (1.398.650,00) | (1.396.204,00) | |
| clubFSV Mainz 05 | -2.012.634,00 | 4.024.948,00*** | 3.838.192,00*** |
| (1.376.630,00) | (1.384.647,00) | (1.384.817,00) | |
| clubVfL Bochum 1848 | -1.914.563,00 | 4.227.615,00*** | 3.922.271,00*** |
| (1.355.557,00) | (1.423.136,00) | (1.422.192,00) | |
| clubBrest | -151.172,40 | 4.388.577,00*** | 4.241.796,00*** |
| (1.368.550,00) | (1.410.152,00) | (1.410.455,00) | |
| clubHertha BSC | -526.633,30 | 5.350.332,00*** | 5.143.419,00*** |
| (1.374.793,00) | (1.400.468,00) | (1.398.866,00) | |
| clubAFC Bournemouth | 5.928.380,00*** | 5.760.626,00*** | |
| (1.407.311,00) | (1.406.690,00) | ||
| clubReal Valladolid | 337.419,10 | 3.965.641,00*** | 3.942.520,00*** |
| (1.365.124,00) | (1.394.630,00) | (1.393.293,00) | |
| clubEmpoli | -146.413,00 | 5.368.024,00*** | 4.935.764,00*** |
| (1.366.590,00) | (1.416.118,00) | (1.410.885,00) | |
| clubAlmería | 3.644.804,00*** | 3.732.026,00*** | |
| (1.393.909,00) | (1.395.798,00) | ||
| clubClermont | 718.885,30 | 5.259.669,00*** | 5.073.777,00*** |
| (1.369.456,00) | (1.464.640,00) | (1.461.828,00) | |
| clubAngers SCO | 458.677,90 | 5.087.283,00*** | 4.987.367,00*** |
| (1.360.149,00) | (1.422.497,00) | (1.422.223,00) | |
| clubToulouse | -143.709,20 | 4.508.095,00*** | 4.185.781,00*** |
| (1.373.425,00) | (1.446.040,00) | (1.438.854,00) | |
| clubAjaccio | -636.673,50 | 4.181.827,00*** | 4.118.433,00*** |
| (1.363.713,00) | (1.459.005,00) | (1.453.669,00) | |
| clubLorient | -230.925,60 | 4.374.398,00*** | 4.422.885,00*** |
| (1.364.606,00) | (1.436.709,00) | (1.434.572,00) | |
| clubFC Augsburg | -1.171.512,00 | 4.821.387,00*** | 4.510.860,00*** |
| (1.355.315,00) | (1.398.625,00) | (1.398.786,00) | |
| clubSchalke 04 | 5.913.475,00*** | 5.520.494,00*** | |
| (1.425.469,00) | (1.420.822,00) | ||
| clubSampdoria | -858.922,40 | 4.726.286,00*** | 4.667.083,00*** |
| (1.364.672,00) | (1.414.077,00) | (1.416.355,00) | |
| clubCremonese | -163.718,50 | 5.501.731,00*** | 5.166.066,00*** |
| (1.370.843,00) | (1.429.814,00) | (1.427.391,00) | |
| clubTroyes | 500.937,50 | 5.189.562,00*** | 4.949.682,00*** |
| (1.360.736,00) | (1.441.112,00) | (1.440.147,00) | |
| clubLecce | -119.026,50 | 5.514.223,00*** | 5.510.449,00*** |
| (1.370.438,00) | (1.450.077,00) | (1.441.274,00) | |
| clubSpezia | 5.389.790,00*** | 5.136.413,00*** | |
| (1.433.753,00) | (1.431.785,00) | ||
| clubAuxerre | 4.565.005,00*** | 4.679.642,00*** | |
| (1.438.287,00) | (1.433.553,00) | ||
| matches | -2.213,11 | ||
| (43.677,92) | |||
| minutes | -477,87 | -500,55** | -491,23** |
| (437,57) | (221,62) | (201,33) | |
| goals | 137.725,70*** | 125.309,40*** | 135.562,20*** |
| (42.149,94) | (39.639,60) | (29.928,93) | |
| assists | 171.984,10*** | 159.339,60*** | 138.513,00*** |
| (60.024,00) | (57.634,66) | (52.493,94) | |
| positionDefensa | 144.279,40 | ||
| (490.217,40) | |||
| positionMediocampo | 335.958,10 | ||
| (363.105,70) | |||
| potential | 105.700,90* | 103.356,50* | 125.779,80** |
| (55.396,55) | (53.482,00) | (52.998,28) | |
| crossing | -13.607,51 | ||
| (13.359,53) | |||
| finishing | -9.863,07 | ||
| (17.000,12) | |||
| heading_accuracy | 13.111,11 | ||
| (13.291,50) | |||
| short_passing | -2.249,58 | ||
| (35.975,10) | |||
| volleys | 7.153,78 | ||
| (13.498,98) | |||
| dribbling | 9.946,86 | ||
| (23.497,50) | |||
| curve | 13.193,89 | ||
| (15.271,41) | |||
| fk_accuracy | 16.124,60 | 15.745,51* | |
| (12.573,58) | (9.177,65) | ||
| long_passing | 4.976,18 | ||
| (20.886,59) | |||
| ball_control | -24.083,38 | ||
| (37.482,87) | |||
| acceleration | 14.025,85 | ||
| (19.995,09) | |||
| sprint_speed | -6.951,01 | ||
| (16.164,06) | |||
| agility | -2.788,49 | ||
| (16.569,82) | |||
| reactions | 23.616,13 | ||
| (33.182,54) | |||
| balance | 3.304,15 | ||
| (12.537,22) | |||
| shot_power | -33.603,99* | -30.044,93** | |
| (17.213,28) | (13.052,58) | ||
| jumping | -10.580,12 | ||
| (10.277,38) | |||
| stamina | -17.240,64 | -23.122,15** | |
| (13.626,37) | (11.761,20) | ||
| strength | 16.021,93 | 17.951,17* | |
| (13.509,14) | (9.367,51) | ||
| long_shots | 11.833,01 | ||
| (16.452,63) | |||
| aggression | 7.137,06 | ||
| (11.779,43) | |||
| interceptions | 15.126,62 | 19.385,86 | |
| (18.224,68) | (13.898,24) | ||
| positioning | -13.562,11 | ||
| (16.098,73) | |||
| vision | 1.899,82 | ||
| (18.461,72) | |||
| penalties | -14.517,43 | ||
| (12.767,54) | |||
| composure | 5.238,91 | ||
| (22.639,10) | |||
| marking_awareness | -34.944,80* | -26.470,39* | |
| (18.616,14) | (15.805,52) | ||
| standing_tackle | -20.869,34 | ||
| (23.991,70) | |||
| sliding_tackle | 20.126,73 | ||
| (22.693,05) | |||
| Observations | 1.217 | 1.217 | 1.217 |
| R2 | 0,69 | 0,69 | 0,69 |
| Adjusted R2 | 0,65 | 0,65 | 0,65 |
| Residual Std. Error | 2.999.225,00 (df = 1057) | 2.977.160,00 (df = 1083) | 2.989.016,00 (df = 1089) |
| F Statistic | 15,08*** (df = 159; 1057) | 18,22*** (df = 133; 1083) | 18,82*** (df = 127; 1089) |
| Note: | p<0,1; p<0,05; p<0,01 | ||
| Variable Dependiente: | ||
| wage | ||
| Modelo 4 | Modelo 5 | |
| constante | -24.755.515,00*** | -25.787.081,00*** |
| (3.599.287,00) | (3.322.007,00) | |
| overall | 223.409,40*** | 227.685,90*** |
| (66.958,75) | (59.310,83) | |
| sexMujer | -5.415.712,00*** | -4.799.912,00*** |
| (1.451.505,00) | (1.431.320,00) | |
| age | 163.467,80*** | 160.593,40*** |
| (50.705,54) | (46.488,95) | |
| leagueFeminine Division 1 | 4.447.735,00*** | |
| (1.521.556,00) | ||
| leagueLa Liga | -1.675.273,00 | |
| (1.356.287,00) | ||
| leagueLigue 1 | -699.796,90 | |
| (1.353.785,00) | ||
| leaguePremier League | 448.012,60 | |
| (1.347.893,00) | ||
| leagueBundesliga | 254.414,70 | |
| (1.350.112,00) | ||
| leagueSerie A | ||
| clubLyon W | -4.823.929,00*** | -527.240,60 |
| (1.547.181,00) | (1.336.291,00) | |
| clubParis SG W | -4.385.259,00*** | 82.420,10 |
| (1.532.607,00) | (1.334.751,00) | |
| clubArsenal W | 990.839,40 | 955.884,40 |
| (1.351.035,00) | (1.338.879,00) | |
| clubManchester City W | 1.279.085,00 | 1.281.949,00 |
| (1.359.835,00) | (1.345.609,00) | |
| clubAston Villa W | 1.875.625,00 | 1.791.212,00 |
| (1.383.642,00) | (1.357.410,00) | |
| clubParis W | -4.248.631,00*** | 274.699,80 |
| (1.499.617,00) | (1.338.882,00) | |
| clubManchester United W | 911.734,60 | 946.139,60 |
| (1.352.467,00) | (1.342.247,00) | |
| clubTottenham W | 2.750.533,00** | 2.886.775,00** |
| (1.387.005,00) | (1.370.259,00) | |
| clubMontpellier W | -2.215.295,00 | 2.209.402,00 |
| (1.471.118,00) | (1.355.765,00) | |
| clubLiverpool W | 2.863.432,00** | 3.021.237,00** |
| (1.405.472,00) | (1.386.966,00) | |
| clubEverton W | 2.846.287,00** | 2.844.873,00** |
| (1.380.500,00) | (1.364.486,00) | |
| clubWest Ham W | 2.272.381,00* | 2.183.967,00 |
| (1.374.305,00) | (1.356.549,00) | |
| clubStade de Reims W | -1.902.116,00 | 2.681.708,00** |
| (1.467.744,00) | (1.361.272,00) | |
| clubFleury 91 W | -2.307.507,00 | 2.156.086,00 |
| (1.459.501,00) | (1.361.597,00) | |
| clubBrighton | Hove Albion W | 2.742.121,00** |
| (1.387.221,00) | (1.372.401,00) | |
| clubBordeaux W | -1.431.556,00 | 2.892.313,00** |
| (1.455.401,00) | (1.368.578,00) | |
| clubReading W | 3.052.014,00** | 3.081.999,00** |
| (1.390.472,00) | (1.373.530,00) | |
| clubGuingamp W | -1.061.812,00 | 3.498.668,00** |
| (1.445.117,00) | (1.379.288,00) | |
| clubDijon W | -1.145.701,00 | 3.576.430,00*** |
| (1.440.309,00) | (1.380.634,00) | |
| clubLeicester City W | 3.608.599,00** | 3.743.548,00*** |
| (1.408.622,00) | (1.388.014,00) | |
| clubLe Havre W | -400.704,60 | 3.955.177,00*** |
| (1.447.884,00) | (1.406.362,00) | |
| clubSoyaux W | -548.603,70 | 4.239.495,00*** |
| (1.471.901,00) | (1.441.782,00) | |
| clubRodez W | 4.601.563,00*** | |
| (1.503.096,00) | ||
| clubParis Saint Germain | 22.534.450,00*** | 22.444.909,00*** |
| (1.466.121,00) | (1.439.627,00) | |
| clubReal Madrid | 12.284.874,00*** | 11.206.647,00*** |
| (1.426.463,00) | (1.444.866,00) | |
| clubFC Barcelona | 13.455.414,00*** | 12.569.117,00*** |
| (1.413.140,00) | (1.428.683,00) | |
| clubManchester City | 6.728.047,00*** | 7.904.019,00*** |
| (1.437.265,00) | (1.452.140,00) | |
| clubLiverpool | 3.775.833,00*** | 4.695.509,00*** |
| (1.413.144,00) | (1.431.329,00) | |
| clubManchester United | 6.096.818,00*** | 7.203.883,00*** |
| (1.388.135,00) | (1.405.275,00) | |
| clubTottenham Hotspur | 1.920.290,00 | 3.013.784,00** |
| (1.377.824,00) | (1.390.712,00) | |
| clubFC Bayern München | 6.845.538,00*** | 7.807.242,00*** |
| (1.430.798,00) | (1.420.784,00) | |
| clubChelsea | 4.766.916,00*** | 5.729.703,00*** |
| (1.407.740,00) | (1.422.141,00) | |
| clubVillarreal | 1.675.785,00 | 537.778,20 |
| (1.375.382,00) | (1.384.952,00) | |
| clubLazio | -417.070,10 | 246.835,20 |
| (1.394.701,00) | (1.369.786,00) | |
| clubRoma | 494.738,50 | 1.236.975,00 |
| (1.396.932,00) | (1.383.753,00) | |
| clubInter | 1.298.516,00 | 2.058.065,00 |
| (1.420.341,00) | (1.408.785,00) | |
| clubRB Leipzig | 158.257,10 | 1.082.884,00 |
| (1.398.673,00) | (1.389.082,00) | |
| clubBorussia Dortmund | 1.258.717,00 | 2.230.152,00 |
| (1.407.767,00) | (1.391.199,00) | |
| clubCelta de Vigo | -160.766,50 | -1.002.838,00 |
| (1.360.623,00) | (1.361.197,00) | |
| clubJuventus | 3.151.035,00** | 3.758.998,00*** |
| (1.401.483,00) | (1.390.862,00) | |
| clubReal Betis | -579.214,70 | -1.544.645,00 |
| (1.373.926,00) | (1.374.692,00) | |
| clubMilan | -1.425.330,00 | -668.404,60 |
| (1.401.721,00) | (1.391.800,00) | |
| clubSevilla | 2.675.067,00* | 1.418.777,00 |
| (1.380.367,00) | (1.377.704,00) | |
| clubNewcastle United | -88.867,78 | 934.153,20 |
| (1.359.915,00) | (1.366.081,00) | |
| clubAthletic Club | 1.024.511,00 | -139.754,50 |
| (1.356.107,00) | (1.362.143,00) | |
| clubAtlético Madrid | 3.311.154,00** | 2.296.711,00* |
| (1.383.227,00) | (1.394.982,00) | |
| clubMonaco | -476.387,90 | -333.831,00 |
| (1.385.447,00) | (1.364.393,00) | |
| clubArsenal | 1.879.551,00 | 3.073.365,00** |
| (1.387.285,00) | (1.395.086,00) | |
| clubSassuolo | -605.707,30 | 81.840,18 |
| (1.355.748,00) | (1.344.106,00) | |
| clubLeicester City | -559.550,90 | 601.669,90 |
| (1.365.657,00) | (1.371.395,00) | |
| clubWolverhampton Wanderers | -220.247,30 | 828.042,40 |
| (1.358.113,00) | (1.355.961,00) | |
| clubBayer 04 Leverkusen | -1.512.207,00 | -630.225,40 |
| (1.393.679,00) | (1.382.211,00) | |
| clubWest Ham United | 122.231,80 | 1.233.831,00 |
| (1.359.614,00) | (1.368.081,00) | |
| clubReal Sociedad | 332.088,70 | -572.707,00 |
| (1.362.417,00) | (1.363.960,00) | |
| clubSC Freiburg | -2.321.519,00* | -1.242.336,00 |
| (1.364.134,00) | (1.352.102,00) | |
| clubNapoli | -769.465,90 | -125.439,30 |
| (1.391.518,00) | (1.378.661,00) | |
| clubEintracht Frankfurt | -1.955.712,00 | -1.136.026,00 |
| (1.379.970,00) | (1.366.207,00) | |
| clubBologna | -1.168.992,00 | -242.217,80 |
| (1.357.618,00) | (1.346.019,00) | |
| clubOlympique Lyonnais | -66.809,22 | -150.879,80 |
| (1.380.450,00) | (1.358.367,00) | |
| clubEverton | 1.158.395,00 | 2.069.529,00 |
| (1.356.460,00) | (1.355.481,00) | |
| clubCrystal Palace | 376.465,20 | 1.463.429,00 |
| (1.350.874,00) | (1.352.914,00) | |
| clubAtalanta | -1.634.081,00 | -937.274,60 |
| (1.375.245,00) | (1.362.654,00) | |
| clubAston Villa | 1.704.628,00 | 2.771.643,00** |
| (1.357.177,00) | (1.362.733,00) | |
| clubEspanyol | -361.851,50 | -1.462.051,00 |
| (1.355.322,00) | (1.352.542,00) | |
| clubValencia | 1.610.259,00 | 412.905,00 |
| (1.353.896,00) | (1.354.337,00) | |
| clubTSG Hoffenheim | -1.218.477,00 | -184.627,60 |
| (1.362.028,00) | (1.353.299,00) | |
| clubUdinese | -1.604.334,00 | -733.143,20 |
| (1.358.056,00) | (1.349.985,00) | |
| clubSouthampton | -64.320,00 | 1.123.979,00 |
| (1.347.877,00) | (1.348.307,00) | |
| clubMontpellier | -869.857,00 | -943.410,70 |
| (1.364.806,00) | (1.343.398,00) | |
| clubVfL Wolfsburg | -954.545,90 | -190.586,60 |
| (1.373.909,00) | (1.356.348,00) | |
| clubNice | -18.192,61 | -92.483,06 |
| (1.378.323,00) | (1.358.370,00) | |
| clubBorussia Mönchengladbach | -1.479.588,00 | -497.174,80 |
| (1.367.999,00) | (1.357.728,00) | |
| clubRennes | -906.023,00 | -977.741,10 |
| (1.377.238,00) | (1.363.272,00) | |
| clubLens | -1.307.315,00 | -1.261.451,00 |
| (1.372.210,00) | (1.345.614,00) | |
| clubFulham | -732.202,00 | 521.955,00 |
| (1.344.200,00) | (1.343.454,00) | |
| clubFiorentina | -456.196,10 | 146.256,90 |
| (1.366.538,00) | (1.357.386,00) | |
| clubLille | -517.145,00 | -496.806,30 |
| (1.366.272,00) | (1.348.270,00) | |
| clubSalernitana | -316.151,20 | 375.615,90 |
| (1.353.466,00) | (1.339.991,00) | |
| clubOlympique Marseille | 832.622,10 | 818.051,20 |
| (1.377.118,00) | (1.358.611,00) | |
| clubNottingham Forest | 554.043,80 | 1.602.360,00 |
| (1.350.329,00) | (1.346.861,00) | |
| clubBrighton | Hove Albion | -643.958,00 |
| (1.349.772,00) | (1.348.411,00) | |
| clubOsasuna | -146.659,80 | -1.262.843,00 |
| (1.350.729,00) | (1.348.023,00) | |
| clubGetafe | 116.537,00 | -967.540,60 |
| (1.354.022,00) | (1.347.315,00) | |
| clubRayo Vallecano | -541.118,40 | -1.620.577,00 |
| (1.351.546,00) | (1.344.584,00) | |
| clubBrentford | -1.303.272,00 | -173.740,70 |
| (1.347.986,00) | (1.344.088,00) | |
| clubFC Köln | -1.308.576,00 | -249.921,30 |
| (1.348.628,00) | (1.341.276,00) | |
| clubNantes | -401.910,50 | -448.411,70 |
| (1.352.122,00) | (1.339.894,00) | |
| clubVfB Stuttgart | -1.548.555,00 | -773.105,90 |
| (1.370.328,00) | (1.350.605,00) | |
| clubFC Union Berlin | -2.003.438,00 | -977.459,60 |
| (1.357.252,00) | (1.341.248,00) | |
| clubLeeds United | -98.608,81 | 966.149,20 |
| (1.351.770,00) | (1.350.562,00) | |
| clubGirona | 495.566,30 | -652.373,80 |
| (1.354.263,00) | (1.348.537,00) | |
| clubMonza | -702.477,50 | 57.388,80 |
| (1.359.685,00) | (1.341.879,00) | |
| clubWerder Bremen | -1.504.179,00 | -442.873,90 |
| (1.356.188,00) | (1.339.727,00) | |
| clubMallorca | 18.709,30 | -768.313,50 |
| (1.359.353,00) | (1.344.072,00) | |
| clubReims | -256.537,00 | -271.099,40 |
| (1.359.288,00) | (1.340.312,00) | |
| clubTorino | -467.850,90 | 218.052,50 |
| (1.357.736,00) | (1.344.913,00) | |
| clubCádiz | 279.961,30 | -690.863,20 |
| (1.352.544,00) | (1.339.087,00) | |
| clubStrasbourg | -1.120.729,00 | -1.161.382,00 |
| (1.353.899,00) | (1.339.915,00) | |
| clubElche | 414.374,90 | -541.136,10 |
| (1.343.721,00) | (1.337.283,00) | |
| clubHellas Verona | -1.158.350,00 | -498.156,70 |
| (1.354.670,00) | (1.342.337,00) | |
| clubFSV Mainz 05 | -1.786.798,00 | -724.693,70 |
| (1.364.354,00) | (1.344.465,00) | |
| clubVfL Bochum 1848 | -1.772.638,00 | -646.013,80 |
| (1.347.520,00) | (1.336.264,00) | |
| clubBrest | -305.108,20 | -367.889,40 |
| (1.353.821,00) | (1.336.224,00) | |
| clubHertha BSC | -278.273,20 | 531.796,20 |
| (1.353.703,00) | (1.340.476,00) | |
| clubAFC Bournemouth | 1.165.899,00 | |
| (1.338.878,00) | ||
| clubReal Valladolid | 291.970,50 | -702.126,20 |
| (1.351.007,00) | (1.342.008,00) | |
| clubEmpoli | -273.747,30 | 325.589,10 |
| (1.353.863,00) | (1.338.946,00) | |
| clubAlmería | -1.036.681,00 | |
| (1.339.858,00) | ||
| clubClermont | 451.409,00 | 504.513,30 |
| (1.359.801,00) | (1.337.443,00) | |
| clubAngers SCO | 402.768,00 | 282.684,50 |
| (1.349.071,00) | (1.336.779,00) | |
| clubToulouse | -331.899,70 | -287.877,20 |
| (1.356.555,00) | (1.342.450,00) | |
| clubAjaccio | -659.409,50 | -455.508,70 |
| (1.353.926,00) | (1.342.330,00) | |
| clubLorient | -312.920,90 | -203.333,10 |
| (1.353.311,00) | (1.338.409,00) | |
| clubFC Augsburg | -1.029.175,00 | -98.091,74 |
| (1.347.315,00) | (1.339.929,00) | |
| clubSchalke 04 | 993.241,20 | |
| (1.336.367,00) | ||
| clubSampdoria | -751.042,10 | -26.927,24 |
| (1.351.604,00) | (1.335.181,00) | |
| clubCremonese | -93.452,59 | 675.846,30 |
| (1.350.739,00) | (1.336.984,00) | |
| clubTroyes | 485.064,80 | 356.520,30 |
| (1.348.513,00) | (1.337.721,00) | |
| clubLecce | 141.478,00 | 995.182,60 |
| (1.352.847,00) | (1.341.622,00) | |
| clubSpezia | 561.782,90 | |
| (1.336.816,00) | ||
| clubAuxerre | ||
| minutes | -534,22** | -456,23** |
| (226,03) | (201,43) | |
| goals | 144.564,50*** | 123.332,10*** |
| (40.912,50) | (30.296,75) | |
| assists | 174.387,70*** | 153.290,40*** |
| (59.176,38) | (52.741,57) | |
| positionDefensa | 107.972,00 | |
| (455.383,60) | ||
| positionMediocampo | 269.834,20 | |
| (358.346,70) | ||
| potential | 105.969,90* | 105.760,40** |
| (54.652,32) | (53.538,77) | |
| crossing | -8.603,47 | |
| (11.018,89) | ||
| heading_accuracy | 9.835,14 | |
| (12.994,52) | ||
| volleys | 8.192,92 | |
| (12.290,09) | ||
| fk_accuracy | 19.971,24* | |
| (11.126,88) | ||
| long_passing | 2.922,78 | |
| (16.175,72) | ||
| ball_control | -13.501,24 | |
| (30.195,92) | ||
| sprint_speed | -110,62 | |
| (11.958,56) | ||
| agility | 3.373,99 | |
| (15.290,68) | ||
| balance | 5.007,19 | |
| (12.243,22) | ||
| shot_power | -27.455,94* | |
| (14.492,62) | ||
| jumping | -9.786,05 | |
| (10.190,41) | ||
| stamina | -21.709,39 | -26.680,32** |
| (13.225,68) | (11.131,71) | |
| strength | 14.542,85 | |
| (13.289,27) | ||
| aggression | 4.736,60 | |
| (11.293,49) | ||
| interceptions | -6.083,16 | |
| (10.573,89) | ||
| penalties | -16.073,09 | |
| (12.108,04) | ||
| composure | 7.175,78 | |
| (21.788,90) | ||
| Observations | 1.217 | 1.217 |
| R2 | 0,69 | 0,69 |
| Adjusted R2 | 0,65 | 0,65 |
| Residual Std. Error | 2.991.927,00 (df = 1070) | 2.982.526,00 (df = 1088) |
| F Statistic | 16,45*** (df = 146; 1070) | 18,80*** (df = 128; 1088) |
| Note: | p<0,1; p<0,05; p<0,01 | |
| Variable Dependiente: | ||
| wage | ||
| Modelo 6 | Modelo 7 | |
| Constant | -44.259.694,00*** | -48.421.001,00*** |
| (3.567.596,00) | (2.918.799,00) | |
| overall | 287.505,00*** | 274.609,80*** |
| (92.788,82) | (64.927,13) | |
| sexMujer | -3.495.110,00*** | -3.705.274,00*** |
| (564.977,90) | (477.936,30) | |
| age | 191.668,60*** | 254.645,10*** |
| (63.881,26) | (56.674,33) | |
| leagueFeminine Division 1 | 409.659,60 | 486.274,10 |
| (519.989,30) | (511.864,40) | |
| leagueLa Liga | 152.447,40 | 52.343,15 |
| (426.857,00) | (398.649,80) | |
| leagueLigue 1 | 882.651,10** | 937.289,50** |
| (409.368,80) | (396.438,30) | |
| leaguePremier League | 1.481.554,00*** | 1.459.168,00*** |
| (417.034,30) | (400.212,90) | |
| leagueBundesliga | -238.145,00 | -140.202,10 |
| (420.648,70) | (406.814,70) | |
| leagueSerie A | ||
| matches | 1.863,99 | |
| (53.246,90) | ||
| minutes | -1.087,28** | -1.011,53*** |
| (528,08) | (246,59) | |
| goals | 140.872,70*** | 109.166,40*** |
| (53.204,12) | (38.548,75) | |
| assists | 168.341,10** | 165.005,00** |
| (74.737,32) | (66.881,38) | |
| positionDefensa | 636.627,20 | |
| (608.226,70) | ||
| positionMediocampo | 221.590,70 | |
| (446.402,50) | ||
| potential | 256.884,80*** | 304.499,90*** |
| (67.253,67) | (64.456,43) | |
| crossing | -22.289,65 | |
| (16.451,97) | ||
| finishing | -11.621,00 | |
| (20.918,90) | ||
| heading_accuracy | 11.211,23 | |
| (16.455,99) | ||
| short_passing | -36.422,79 | |
| (43.907,29) | ||
| volleys | 24.903,72 | |
| (16.661,43) | ||
| dribbling | -14.211,46 | |
| (29.146,01) | ||
| curve | 15.717,23 | |
| (18.774,88) | ||
| fk_accuracy | 18.453,28 | |
| (15.497,23) | ||
| long_passing | 9.669,66 | |
| (26.077,84) | ||
| ball_control | -6.848,99 | |
| (45.761,74) | ||
| acceleration | -16.186,29 | |
| (24.396,91) | ||
| sprint_speed | -2.733,81 | |
| (20.052,02) | ||
| agility | 25.419,32 | |
| (20.378,34) | ||
| reactions | 70.108,74* | |
| (40.302,31) | ||
| balance | 5.988,85 | |
| (15.540,19) | ||
| shot_power | -42.961,08** | |
| (20.856,28) | ||
| jumping | -7.660,30 | |
| (12.627,79) | ||
| stamina | -25.408,59 | |
| (16.894,90) | ||
| strength | 6.962,95 | |
| (16.590,58) | ||
| long_shots | 4.606,99 | |
| (20.231,30) | ||
| aggression | -3.077,52 | |
| (14.647,99) | ||
| interceptions | 32.732,91 | |
| (22.365,82) | ||
| positioning | 2.322,72 | |
| (20.026,56) | ||
| vision | 17.718,67 | |
| (22.844,62) | ||
| penalties | -24.782,04 | |
| (15.740,72) | ||
| composure | 16.198,05 | |
| (27.615,42) | ||
| marking_awareness | -47.382,11** | |
| (23.097,58) | ||
| standing_tackle | -30.765,78 | |
| (29.628,77) | ||
| sliding_tackle | 35.779,45 | |
| (27.991,17) | ||
| Observations | 1.217 | 1.217 |
| R2 | 0,42 | 0,40 |
| Adjusted R2 | 0,40 | 0,40 |
| Residual Std. Error | 3.922.119,00 (df = 1172) | 3.928.481,00 (df = 1204) |
| F Statistic | 19,28*** (df = 44; 1172) | 67,49*** (df = 12; 1204) |
| Note: | p<0,1; p<0,05; p<0,01 | |
| Nombre | Modelo | Criterio de Akaike | Bayesiano de Schwarz | R2 | R2_ajustado | RMSE | Sigma | Regresoras |
|---|---|---|---|---|---|---|---|---|
| modelo1 | lm | 39904.50 | 40726.27 | 0.6941 | 0.6481 | 2795125 | 2999225 | 40 |
| modelo2 | lm | 39864.10 | 40553.16 | 0.6912 | 0.6532 | 2808479 | 2977160 | 13 |
| modelo3 | lm | 39868.50 | 40526.93 | 0.6870 | 0.6505 | 2827462 | 2989016 | 7 |
| modelo4 | lm | 39887.45 | 40642.86 | 0.6918 | 0.6498 | 2805418 | 2991927 | 27 |
| modelo5 | lm | 39864.09 | 40527.63 | 0.6886 | 0.6520 | 2820028 | 2982526 | 9 |
| modelo6 | lm | 40453.18 | 40687.97 | 0.4199 | 0.3982 | 3848924 | 3922119 | 39 |
| modelo7 | lm | 40425.91 | 40497.36 | 0.4022 | 0.3962 | 3907443 | 3928481 | 8 |