{"id":18,"date":"2016-01-15T09:32:37","date_gmt":"2016-01-15T08:32:37","guid":{"rendered":"http:\/\/blog.hwr-berlin.de\/codeandstats\/?p=18"},"modified":"2016-09-19T18:54:43","modified_gmt":"2016-09-19T16:54:43","slug":"interpretation-of-the-coefficients-in-logistic-regression","status":"publish","type":"post","link":"https:\/\/blog.hwr-berlin.de\/codeandstats\/interpretation-of-the-coefficients-in-logistic-regression\/","title":{"rendered":"Interpretation of the coefficients in logistic regression"},"content":{"rendered":"
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Interpretation of the coefficients in logistic regression<\/title><\/p>\n<p><script 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a4D8qIUjqI1sL9G6Vha6U6IPUabeCUMIufG%2F%2F6USyxymXNlfnVinkNvKZGUjz0EWKIgZEC4WkUEr%2BgP%2BFpkIPUVM%2BQEJPxFxKDlpBEeiUSaTgCm4sEfRnBxu0eF%2FLgLp0IFHMEt8aZrsQzTF3wRw8TdpzHNGMZrHHa6nU8KCQppWBVpJ8b2Xjq278mtoTfrgfAMSAm3cYEcDw%2BzcSsXTaUyd2PH6DCU0DdBiauxpsyoKlAh9IUAzS32X%2F0d3x7h4gL36Q5sC4YzkbttmSwhenP5pxxrBEEcoAohUGB1jHGtB2%2BI0FEcCM2y8EY1e2NPXJS7wp7APp46lC7gSit7FEFQCIDnNX%2F196lJs%2BgXTyJrXAze%2FQ%2B9GEFC7p5W7W5FEooh5QlO01B1OcYDH4VTmRSO8fHPjRo4FkT9GrnUZw9pXnDplu0YFyOaAsLOkxdsu2gfYJ%2BDzBNihSUutbDbDy7VKS3KwwUTChYQkWCmldyS%2Fy05EvDGbLbpkDfbbHNGEhTSiaAEDmoKTERX3pEuKYJT%2FlNS4IawkdDACC5Jk4hgNa2EGV8yblsXoSHDrqHDJs4JDXLLA67oCyia7LABDzBMInY5gnZCpFuyyuaWXjKHRgy409j2wNaI1bGlosUnhaB5iqHHZf2%2BbDPpsIwoahsWRL69BhhyPHQBUNCyBR%2BUJzMOBRMxTVhNsS0%2B1n5kboqmNZcC%2Bt6HYVscRaBeox%2Fvv3%2FxwdoUoRvs6CamykRGihd8HTNaL%2BxRuoo3QVZvFT7xS9opWLiNbQRti9PXbNg0J5WDsxaNesdmkYOcwpiqsURuor%2BS8hhgWniGGll%2BtD55enFSsyATy9MonNXUJV5Q7eAouzR%2FP4HlA5YWBYYjm6NDAEk%2Bx9On0MGm65%2FEm1GKndnRp4cv%2FjFAdM7hnXsaXnGKAeK4aE%2F6BhOq1%2FAWmgCMQ4zC8G0wBzhuMSeeVhgAl0jpwicoR64K%2BBYlYbWz0gTGAGtI3puhx3F5%2F5QKXradYFuhJPYWq3ITCUUNLpugdVBegedngCO%2FDN5mJBWzGEL932jL1YntvCgzzLeR0WczKl0J4g8Gcbo6p5LOslpYBw4kE3ZDMiHPjBGyAUjkrWXqYTrl7gRUwex0zKVekIhoI0dsFRDtQxsLctjOlRs5Y2gYpQeBORQFR4C3hXh8EnZUzuloqFLFATXzpzv6k5XoHB3fZLNUiPV5DvAfroLwH8tYhkcOxWnHqePfQulM0DCPTadXa%2FTpoHYkh9BeeAwpmi9Kbo%2Fm88ob17pFzKP2lJpfWxbyD3PccS041A0MQWUqNDHOPOFt57Q6TiHQEKJQsI4v1JqcD7Q3orOdsLvExRQwS0nlUtV%2FpQbx0wSlrRSneWAQ%2FJhPaT6rMvIcid93ahrnKe34YxGA3D30BI2lEiLGh5iAUkBLBoXRshvpjGJGLzGcvonIqzVubgEJv4mbEl7JggQUWb6AYaQMmGUXEwIjylByVLbgcEbUQL5RFiRkX%2FbOhzb9XavzmFpR0cOdx3etgoaCPbiL5gR8o0wJNdPMCYcmyP0SDmmsW8o0O%2Fy5HNRxqz3IhmaxvIT%2FxpN8Pj%2Bx4i%2FGawfTOod%2BpvHN9BMNQUKG555l7yAKsma4r8JwVm6gxqBECXHA3e%2BdCsONR41WrcokynYzYqB0xlCdg9Nu%2FVL4rgwOiTVy8K70TghEjAOHeFBYvGwmkrDIzlwQsyBsr3K%2FEBFKO8UQ6J1hU%2FYGFA8fGgTnBoNnAmZc%2B9S%2BXnpbpJ4QKgdip6TZnI6woSQaYgxGpdaxxSuQkxu0avCBOSwchx0SS0x5HgR6iz9AkbeoDFTnGInFfbnMUP%2B8p3uSQu2CVkHxeVeEMICXKlVDsj89UY7AfyMvxTyws7ilT3y4zYSLVToLb1IwDJHJ804mZKVSKgSOa0mHCQrjWQLaz9LrCiISicIHspx5moJ%2F3Ng4rjU8aMqTDl5gjJAFgAMupkEoWEalYEtHh8CvvMqUP0Ra4v6BRr%2BdgNXFRLo%2BjKWRhaP4x63qqfsnw%2B%2FlDAo2doOxQP7GwahE%2BiZ2OX2l5DodFT8bGiL0YglcRmgDoYIEaRBLqdbj7HFD8xfZz45H2Tg6upN9XjuGCxtdxuVuRjssowtewrBo9gBM3T7d77hNjF9rd8QTMjwGLx3oWax6aa17t0I2gcG6kcQgw%2FphwfsB4gsCGgMGZU8P%2BORAg4iQDmTP9XqByg%2BjtRqWtpaHjiHSL8CNah084UP6Rfjx8GU2eaRw4mH%2BA9Ad42DummqhAj0%2FeMNS3V8lEHUSc1ntW779KspgJUBtJQEpS59ODiBRghAyioIrf%2FKoPh0eAJWqxh%2BSurG%2F5xVdzZBLgKEiYy4izBuKhCRIhfoADEt%2FB%2BirTWSOZVkcfzWBbA%2FAO817phMFhWQnvTwzjirEna6JgrjgHyk%2B8nWk0k06KkkSOOryl2OrOta3U1Vai9SLWxcE3cY161P64wA5VUgBExRGc8qtWCkEHIJfWtybVbTm%2BhrXnbVSsP4ucJTC9onJ8N4r9lRaV%2Fc4a2SZKmPNCgEUW7LDBXhvFxUvZYtnIuGD61WQtIrDXUc13hksUbImFeHrIBgvnG4ogmKBk5CClzY5DWqCCMzdrHBGSSOTyO%2BE8inLMGSApQqKJB3XKm%2F%2FMFoO17KuwfwqcaqjAyaJ5JOWW1Myr%2Fs7ZQiw%2FPqVAMH%2BlK6DYqjGUMcAXnVxy6z6CDl6j5mDa5EG4j8C6pr0hKyRNnoiR1vl9DWOfC2%2BM4v44bO3onXro%2BNlz00ZlGV2ICJ5CcCazVCJHIETBqVFhGT7KSBdNDv5ILpSacSTL0S6fX%2FP1CEIT5NZgcwpI0rkV7LqiHRoLUAPjXEqCZ5mLntX5JkkUEelCsU2tXCMZ6cZivQI6hYQNbXl4nc1sSNtBUTkQ8Y442KxRe7Uy5yOzB%2BUlA3MhvFmXweJJj%2F%2BG%2BqwJFWFLNYp0JhzD%2B4sl4JYn6a%2FvShCCo8hchMfrswjZgUqiToKfoOGaHdIAnKE%2BiEedBkyLwMSoNVX83TJERFy8PLMpBjsXtBITuS9lpPCTVl%2Fvs2Aqzlzwnj7lpl6VX%2FQ74tWqUSzaKziwue1phr9BpcZjNc%2FGXuJUq15TMDnCsJS0X2wAtW5JQA5MaTyUH4cDRif3MDxZx3Se89P4WSIvEEeLjToJbXf%2FrRhBMtRevJxuf%2Fs8EK4woZOFli3yTq3xqjBjrlierqgmUpFA15HFkeUOuLDjuhzLDjAGKK6WThTynzd%2FtCQWU3Nzd8%2Fa0q%2FxwZYn%2FUPEHU6lsdG%2Fn8gN%2BYACURCU%2BW%2FldrXpdUK7WxhgWmNd%2BLDoQFCU0sFyHn3KqFz%2BIg9e2C5oe9EOi7KdTBxPE1k4k5tkX%2FoZzSih8DJDFd%2BrITKNSsAAGtscSW9VDasqkEamMzeUOhRqRRAj9lc%2B7An2YOdL46GdcOLAsgYaFsR9hs0ToUzZ9rFRLG1%2F7eYLz1l5ijumbe1druwaHNFzZjtwt%2Bn7paZaMZu2EIx%2BlxX%2F2SBrWJQQM0wmE19eWrGPIVMeAzVWWRp76m1skeqzaBBZ6So4eD8Gpv31bn%2BnO4WG%2FOg%2FB7xQu9kpA3eZL3w9cwzrZfMmbUSk5OiF3Qx7bQYhL0VoUQQP3Hmps1bBJDQU0qAJpWwnb4iFOMBthzwP81ilVnh1bIuk0C9Xe%2B1kSK%2FK%2FMYOh7vIa7ghqGEKzCiHrehs3cA1pzgec5NpLDtCqMPp1GVECA4QZKiZX0hQ%2FGqjOhhObmpH0vwx0WHctTrmGC84Ub6BOQVdXIqoxqMVNhQjd%2B0CYMRk1zp6%2FPnIOsW7k%2BhQEruSB7%2BDEGv1lziYEEwur9gsigQBG8EJ3zeigdA74WvD0h2IbdNzPw3okAFsdmi3qKH41lxijDPDtvZcEzXwUnRNn4WpCP3vPNHhO8czUiYjRn6GRIQ4SymW9MhjUu%2FjbWOhOqNeh9OSRNh1EaFZcalxYnJMLCpTlEDttzYxhNCcZ86PUpbEkFmkU5HRiAF9AahZ8jQ769NUzJGkq9YLj9HWZLEK%2BIryXyPLZHAAHsBSe5moWq2RRQT655EACRYKQ1AR2mNQU6hNdrqLyfpSeJ5PrccWf3dXVxmIidWyyIkCm1v1oFYgyGcXwrCRPXPMLYHRFvGVuYyAUhzgYntJmDhE4VCNKoSxWlSFiFuMGumZHJnCJyAdT%2BHcgUhIEJZgWOjmy%2FZWisKRYo4JjuPntQGSxlJg3XJ5DBsFM3kGGQjqECyjqYFW6ccOkCDy3EhUt6taBIaHclyblt3Xxs353KjciddJC7gI4cZaPj4zBxOVNfei9MW9cLUHspngSFFni3AL7sLsbqo3totPWMf0yD2bdWKWuK2a4eF5jKcYCZyvORgcHeETtqeqhAYtIyiFGAYJQMOX4VJzPjyDKiavWJRtjWCnaTUdPR6FRkTfFAARc%2B3Ln3oFDETvxxiaDT3roIpaWwEEjRlhjvs9ZKiU2o1HJOMuVRFAA5fWzMgAqSKDaSLNQcQZbaFzsgKxXWIvjaOqsoiS0kA1bx2TN4NrJBVMJcmRWNIqrjepyobiDa9yXYKmJvgQWZhEBvF8wEx0pMQqCzcf9JemmcVMROHpvzARvqDrI5WOXmah0Zkh%2B6PIozOYm78ieRAJObTPxSCLuwQiRlWaLSxJ5hgIIrjsEUKPWMqRFuMgh1FsNDFw5jPGKPTWzyiSEIS6IPweoS55G9SZZ6wcpW%2BHYMSkoSETssJ3QQM9bQRo1JdCQdS1np6F5WR9wujL48y6xB4M6Y7FMnX7f22J6F5gyYVK0QlgEQxVXFUuC964aXqqhT5cX8XaZv5hVzeTU7bSoy40QuTOUjLVShZVi5iWJMAbFhku4I5QyO1x0Pm%2BcTesk5XsjnzwoAIsmXCFbWyIZQuawuVuXuR8DK92lWJDrNrbFtNbCj5sTTCx7e2Wb0UydtbZ%2F0CSIT7OnVIY0fRntwN3jNOdh7nGpmmq9CbBm1uLafMptryjPHHp7tKZEuAL7OjXHySRjUkXydXE%2BSrNxA2Um5Al8Dh3EZC5V4SFynxsMTKCAIMqEqNKzuJCQM3tvVBjRfT7xHSuCO72a6pSo2wn8%2FaXBmKI9sW2BccnPF8aML8%2Bohhb7ciWy%2Fxch7McUey2CPGCyVKaKDX8%2BSBNgqZqMLbCgZ4NPkIF6NfeH7gtElIrOqbudNqU8yyyewVZneKXuzObCUxU5b2tecTa7Jn7SE6UlSYMTkMfCs3Q7fVCaqK5k6pf%2F2wW%2F%2FosIJEgW3skUNgQHyb%2BsAi4ECMNcyjicIITuXGyXkkRIXyN50Jg3r1FpMmaQSUl9pGxnNMp8jf24vS5eX%2FyJYlMUISy9e6JooaPn7fiuG4QEscaDgCZpra85ygZUcJInLV6C314YPJdG2UL6qljb1QV1ZhrNcFecs0j2qb5gvkKHOFxHphwdBgEJc3y8qihwdZCQpJ62h1voTUccffiDJEzkU8jbXRvLFdPbcmVBUhArEuTKQFe570IglefLJ30dWmVAtx23vIGmF7N6auVNpZUQVHNmAlGgjNet51laJgLQSpfZyxBEqLwoCEGlF6ISp0NUmhUHT5a12%2FZElPE5UGO9AVnKpae3D5llVvXAHK0FIH3uE8AXFPF%2FSwx3OdCN6aViMIxEVcqv1UsLJo03R0grVOHRogBCiYVrK%2FqFBPmGrDyXLgr6DxBMSKnf1uSBgiRjCiwL1QoM981XHZnusKIVJ405xXwx6aBUuM2YXS0jaCPwaC2Zdp07J8gxM1KnpWMqNkRCfPaYTelLbBmd97YeNAOFaFOlV29YQn0qIInmIeMFxikX4U1pEusNYtOX6tKZKkgVONLhIF9ZPpxNWGA5fslgv82Lx49LF6FltT3Qp7q4Rcu4hKczn2m1GTA4unFBAkDCqY%2BD5s2dyVIfDeGeBgwDnPbGYXQqwM0E%2FBCl69QtVYbUwkQZAtSB618VkAzCPAs93Ip9qWnBMX%2BRUX0PFxCACZQwpfvNvAMGrD69RE6JSyNNOvRD8v3gzw46n8oB8mFQiYiwgidAyJgrfY1SaNrL5QDEjIIgYLECALRSK49wPmSO8jZLnesJ8oFZjWJyTrfBrNRCeOMoaVxOojhX6WVAhhJ6dvBPZ4AbMXC37YPHBFKUgA7t8mCk8U07mFgWg3wbOZDgsEZBOC%2FApoLJL8CzpXhZuoEh0ntzsvrUPhE40%2BUUkCAm26DxGMecbxuJ%2BpPJct9BZL6lVcWLmHps6SSRwqmRJeypwrd3vNnIawZkqBn%2BumMrwB%2Fc%2F%2BIAx3X3Ehjr%2FzJIVUK8Luxlv5IeNoBQPnIhvJDZfGo8KIpLh8O4iRusiuQOtytJ61yCvQUGFmCxEEliRlQmkN5wrVLkx3CUrlDG3ABe14lLsoysj9hXY%2FTJpUb3tCvpw8Ez7Wb20lfIScq%2F6wGFIrBkgzjtNLBoYqAgJoKvDHcdkTRNbmMKP7Fha6v0z1qPmfqQzKW%2Bi9g0kSWn1vQuqaJyaTAX7hrJwJgfaPjJvb6wXroHZRAD5NH2E2KaWtBw9TGd9mIea9%2BPrxlBpyjnQhg6rLogT7414uB8V19PPcBZUhnNx%2Fhr1%2BtX%2F1jKG4nnHv2EtR3VOjo9oWEibOHX8508Tra1pFg4lnAwoQ2u2JcsDi7diOc%2Fuhvd8qexCvYgoI6m9VYAg7Vl0PRXiuCdgHdKDIIHG0j73u07ULaOJJ60Y178Lsgtd7zYdOUGlMCYhR2Uhyglt3KUjPCpM8MKjVS6OgTHgqD1SSQ%2BqhzInvSk8VzFP1cI8vLxtdDvH35uPzMi4mQtJCrVUqhBWbQRke9Sjt9laOS7Y9YqUkXldpaAoofKmUNsx0D7eYLc%2BspsKbO71qdmmaGglAJjo4kj6XlnIWS1hQZORC%2Fh4i%2FCdcbaFFuxb0AYMJ7EdQExeIHEdPRtCxVECvtxHzbEyldDvie9cGKwImUuI0xEL9W%2B7FhefRJ05ePV427NJDYmhOCwBDNBP5LrIiblD6aw7pSeWFA%2FlDoWYMm%2BZEcF16VDdA3ALq7hDBlLUzNTL9AoVyczpCwb7xHucfK6T64W0AnDzYLg0HYWadOMPdoP%2FlliqiAlAWP4rio6stY02elA%2FLOPBnEr6rsAqtMRsS2g6HJtNANGwpxTdZEP5Xt5mE2gPs7dE0gyQv%2BFdd8QTBEqmAeMHtNnjBtKvg7KmIZCj9303GT9mWQXZxolBupTHIhJT%2B0WN7uu1FbRp6NnSRDIj1aXRJD25s%2FAD5%2FIc2OQ0iDp7%2F3Dbv3Oa8McFBhXrPpAKzhrFANFpcnLmEVTXjq0MO5sJAPVxFbMh93VfD%2FDppG4mBzXSgVfXJeWNNxoKF8QTwcQFXwQPB7QLE2PENdF%2F4vDL9zn0ZgQ1i6Nyr35KAwetsESlUtEENQbCFOeUFb9lg4Q%2FW5lUNo2fsscGbWY4T6pynpP0Krl%2BJFEfY%2BGGHI3aj8aBO0K%2FndAEPa5FX51Niq7CEOhoB2hSpGAgBT5%2BuzxAMzSuVEeQmZIbYew4tM4UsHYdZtT%2F9ibeR1u6rlX6lBQlSBT6LQ9YUEAgmAxLkAKQL9PSm%2F3NQF4w7ZvdqRqMJ5DYZh3j3I1rDmyXyti0llyZjkLnoPtHHwZd%2BfwWVz9ztMTMCFjpKBVWAdcYhRV6wY0kRv47nqddzEhQvXsqNstE6GNiLTd8iliAfI5vfm2KjfTQwbxz2uFzaUL0A9VKWzB7VrWS0QvlqVw9VCXOB6RDSgbNtW05PB7pEz%2FHZkv%2BXQTUD8mSQ3mJk%2FEUe3%2F2ixiuDVAOBfyIscXixo%2Frh7BHtl5KSBigokAOClzsk5pj5X5S9GLKgu5AbQNotZBWU5zoIzScHQKjeFNr0MiX0Mp%2BlHmHKuaDcfU2H%2F%2FhJmeXl1nPE8E%2Fk8ULZ%2FCLYtwJWG4CHI8h5ySfOAFbkRVFJyi0KYkQ%2FfhDAjciw08ETminGEMzG%2FwOERVW0AEslZEl4sfr5AYRKGVSMzkDSQ%2FnhkipQ8y8EF9ZRGKCOxRzfpNMubhc%2Bs9lZBHqNegMaRLozjP%2Bg8CUsaVzp5Wd0ZI5SaeSdNAD1HIc0vTPw7SLi4Jpa1gGgtEY865KzsFCn6I1RvKT3r6BVdYGsBPWdVzeLfbxKi8BVQVzd9f83goEpezGYiAXT8S%2FpW37TxnZ6f%2Bog248Vvj9otMMAmzAfvCpPYmXIx6ZAKAwBH737j2KJpWyuPMnFIBfqRrEBYiTiWVjvdx5T7k0dwFjgjLrLVm28m%2FXLNfjkSOzkoh3hangxcOjvxzVDIGSxYBxI9ak%2BDsrVTPAlMWZD7OThbuxdkWjCtGwtH4QzQdpmaBsHV8Yrg1iAK64TC2WMbQJAFFciwJFPSRQ86OtUrnPSODgRE%2FhD4qWAHDlWBDy1KPUCEbpodyyU4TnaIFzU%2BtJJAes10UhzVTNE6fGDGUN33wCgAZYoIz44wHk6fDO7wGbAEwmcVQg1HGGByFjYGdwJD1joA5AM8olCJ1LlTUGB%2FkhlrmbJbCbD4Uj0GZTy06zCTjOeVkJKZzqk0nE4%2B3RmlgDHpJwCwwZKOl8SEEH%2B8TQK7R6TiIPAy%2F5M08zWqjpXg4KWF%2FMNQpvipZJ4KZfGsivxCXyinAY16NjMD%2Bkgtfc8pGpAgSyN27l%2BuW3OjjOCnldBAJLpzjAYdBoh3b0yuYkLj7c6iwxR9NHW9WBeGVYjvaTEHVq2t96HA16vtKz3ZgtNuJgpjnNZRGEjbmQuiQEBJ2BdgHxFDqf0F1dQJcS4sIvDHlCASh65anDjgr07Qa98i8Jb1rAbSdOOz0cM9wlKXm7ugzOMTmi8EbeTBIoHrudZ9RSwEtADDsgyFwnxyfzXecDzLGFMmkRrGWCdnWVnSMMcc4cl7NaF%2Bt%2BgTHgy9s1SV05LLaw7YYgNxNKt2kpiEgpahsRp%2F0tarSWdfS3AdWYIAnrT68WTwX1vtPgL7EMcIzmOpOxL7oZh%2BcoizveUkJVmjedZZlkwkno1E7%2BjVJIoz8APlgweTgHUL%2FGciPnYgtfrq4TtxE4adiNQ2ZgyJHWYWmrMlW6ebFkPaAUwzKsAhoGXxXGRGKFObHKQOqFOnGgkyLajFNwhUa4fqva2yI2DlREZ6p0CNOGwR4XCrS4K3SH8pDQGvZIaDcMPtJUoLRM0owJ0iT9QcdRK5IRIIpAOzsUotf3TbAVvbQH8n5voA6kUzw6LqVnwPkmnYxgJLYiQ7hQYlEsYL4k5GCZvd58ypvZfwO5t1fXMTj11hE8GuAZhX78JMPsK%2FJ0yQqDPk4Z%2BJbbXS1tia0EBwCjgWUJsUI18clQ%2FL%2FH39pOY3jRcZFFfW7bC5v98f%2FwQjY4osg1CYvJfYmKVWbiPLEpDvlTEGLjUbCmh74cUqKtsVVr9hspTEdTKrKSRjqUHkhwgyUQeNizUsUp3cLmGnOoxPIuzYDGHFJxwclXasrQR5Pp4%2FX9adXL0zyaNRcp5govE%2FKIiLMyYKgb3rKpuxbm7t8U7GiR8qcIvzarYOuIr0z8D1QgHRWmwQj1jMXJlqpuDBiVUQD80Fnr7quJElyEAs47dXRoms8yEtA2VxNaYbJmUQ%2BlsKhyYLlk2q0QMXQSsMctgTGOka0GYae3AxbsfNKwpf8YnyAYZzDx20P8xvD5aQ4OkVtbj%2FxeO9gPGmBGT3BiXsWroQWXXm7Mw8XnUAttSlNyNEsqWLOLy5MJLmMa9m7Abm0SuOJF9RWA8VDp5xMP%2FI6LaAKUmkqt6%2Fxs1XyWrgcDo5hjmvshCSHhWpwCludJPk5i4bpUhqFw%2BRmK4VAI0O11JGtbQ64l%2By0LUdW7GarSUUwP47kW2CYDEdvsA%2FTXw0I4OPf2SvJ0FKjn7aZxxwVp2xjhpWMTDxaZMkiOxaFFLydXq16fefH2qVJybgXVpioGcKFhS4AjNTEa5T37zLo22Qv1apFD5qUjB9w8yA0vSc2RMiA7xIsRIGBTWOjHH9SZlK6QJGru7w%2Bq2GoC22fzSVxkr%2BWlT9rAABqi3RiLzDxns68PSEUIxqrqFw8oMUhIeL%2BSdTHAvw8M5C0b29DIIfScMQS0TKwvPEq3kAQvxMTC0D%2B7tnB7QNRliGiWl0NuVnIUY7QMwRkP%2FgVT2WDBX08%2BWLDc%2BiW0mz2CZ3IAvWqesMkIe3lWqMvUDL5Q33McSklm9U0P9SHgPGGVlX40diyUBp%2BpfWi%2Fh9sKTOvCRCj%2BeFIWvUXobOyAxrHlhKFGhOiw1vyKUiNMgN3k9No1jfVEpQEU35laY1OWX0u%2BF%2F3AcQq9opTw0RwEyxVosGLDgIkSdn7hs%2BIHrv2jR%2BJUh2kADlTtyX8HxtYxLUhMLj3%2FFpJAhfxzoRspqTIQicEOQtI1iv4n0xi9GiED3BLS%2BriXyEyU1v6KfcGAWCaq%2FgQ5kImR6wna1UoP6KtpT9XLI4EebxCRQriHsHkCOgDlZM8hJEHcCfGIERpbdeZFFHtE3lBjH2cIQ5p7TNVfRTwBkflxGhmddY2YfZbMF0bFv76YdpbH3dxSKmVVsblZW2xdvOxqSIQqbw536IFhJKhELagVlMG3LQqHU43e%2BRZjx4BJExsLcLX1oShyJFvhFevBTFOUF3Exw2yNBWwMCW5QA%2B7UmPhwM7AMOXRddPg6OxuaNAmiDYRKlcHo4FwUeta%2FLSOUyYddHQi3OFkb4z35KYG%2BxJAOZ8LTMyJ%2FCgARNXgZ%2FC%2BfKy8W7VwKPzhRpDnIMS0ClN6sPMpa421GfuLwApsG0C4FpdCsaLM0NtsctgKVSkeql94%2BXUmITqdGBajY4m4NmDFEk2HiFjYtNLmZSxNY1QM4KakEvIQIFts%2BOJ0QCRKvhCmQcfRAjN4VmYgb58CBUMiSUpcyuEfRFZS0SThDQPO4aFcJiNJUvlFdO0s8RaeSdpOSHscV%2BJAIchHCniOYTsEqhdLZtWVSiAw6hEDO7LI4or%2BkXTE6zB0CA9o4NUeZIpS0Fn7Q8lU4X9sZNCO0uPfjoWqOaqDVcbxBJSAs8RV9IcKmOPY%2FLDUnXDLSYfFT1xyNTWRLKRW0kFxctTIuvuU6R%2F%2F9ApGo0EHrqGH7dEmsI%2BgA0UXpfNwWFxUHz9CYK9toXP6IlTFRhuGh7z3bhwL5qzzoRAF8dkwboKslbtuftJDrshFMoBNaIvpSXyAFRCCKFOKEkzCkB3NDQB2qtV%2FANwHNea%2BAUDr6WWScJazRx4glReLp8vQ8sFtz%2BhqehlJO6MM5NMIc8%2FkWnwbE768NqCDKBi%2BpY288WynJ1CT2Kq9%2Bo6rhlUpRatsVIsacJhA%2Bq8M9X%2FUQMRZhshDAvsXwlZfxDn%2BWCfyJyLFA2s54on9a54PSC3WgchQWZLZgEl8xGrFUqCofhkvqYtXjA9XyewEKlnAtD26XlSvqtdhXOT%2Bi5BrX6S6hHVcqbZ8qbh%2BEzffUpCfTG5HULg9DQQaQ6ENkkq3DvUSAQwcxh24qkmtdRoIMDxOVDdy0T2w3afIBABsQGxnqJaAOY1gWawTUuhslaSivzrXaPcRyGhUkH0R541UbNvLKiY070WOGYY4R%2Fg1rfKhHcjoV4p45o21tldJXmpG0XsOekNlYucZlkAWkVUHtjkSeUbdfBMKrGATodKL9arS5JFVovaKRlOWbNJIS6GHxuLt8CX%2BBYQUYDfxlQrQQhL7z6vChINNDAVVN0rXxaKjegwIPOJf7rXfHBBHGpBNpaeLGFXCBrWAdpIwF6mcE7pE2z4HdIxcWkU0QA3TKjZQ%2FPNc4VwWA3OqmXuoleHBmMRLsU3ENaVgIpVnIWvBLVDYNLzVRdIefms6mo9VoRQZ6cCkQSOdK6KDkWEMZkQyIEM6QUltTfQ1xFpxUL%2FlFho06RSy0MhFQCIEh5FrTToDEgpZU4QcT%2FbYWc9XTPTTM6ZiDUk6d8MHSyFOgi3cE0Oh5I2Tv%2FThHNjxg7A0zwweFEVnLpE0Ai8Q9OWYcdB1zNKwLEBtxjc45oHjshf4AMMWhwwRhRdBnjEU3iL3TIBscW%2BvDMwGJnW4omSkqIJxsnzyWwZBg9lQCsSZ2CK25fZnAEtrlT3WZ1xUoqsQBEiEMEmCZAjQU8EhBFQSUEVhPwf6Ekh%2FQtYOKDqg%2BIfAJ8CuQ0oaANSG8CrQwYJAhV0I0D4CXAOIBYAcYMUAO4A0AuQNYAwAWgJAFzA9A0AgoIOA4ARIJoBoDTBVATUAVA%2FfmHjl6j%2B5Pa79V8K%2Fh%2FQfNvjz3P7ler%2FHHh7%2FPw68DnObsHvPy3cPPA5wScuOB7qBzX7b8SuTXQrw88fvOjUnszbV9wOhztB3%2FrTR53FdNbVFq3a82jxmuwOcluBDDjLjOjALxD3%2FQiP39Y7a5Rt0oNm7G8V06nAGXPxV3oiByNCcCfXAkpuOrai62YwdiJaYXnQsst7b8q9lbH1AhQ4fOtIhMRO4kqFfJyARyYkd8VFgh1WJGVCPlA1ZMLjSDAUNwDDwkxBcqWcEmILYipcSYqtCIqlSAqaSAqUCAqkjRU7GCpiLFSkWKlAgVIxAqRiBUbDiowGFRIMKhYMKgwKK%2FYQV6wYrughXTBCtmAFaz8VpvxWa%2FFYZ4KujsVY%2FYqr%2BxVOdCp85FSnwKkjcVGeoqJdRUiaio4xFRNgKhy0VBtoqArRXysFeyurkV1bquqMqqonq%2Bh2r6EqfoBp%2B%2BNH3jn%2B5M325m%2BzqX6%2F4%2FrnjqtKKqtoqqPhqmWGqVIapJgqjWCqxYKqxeqp52qenapVdqkp2qOnaopdqh52qD3Krsbqs1uquGqqZaqmdqqVmapLZqjdgLkVYtPvgiXswWobLWxLWyK0qjACE6uL48VDS74vVFa9UPr1QitVAa1XzWq9S1XKUq4ilUQUqiClULTqhKdUDSqgSNX2hV9IVfB9XkdViTasMbVeTarwZVcjKrSZVYS6q6XVVS6qiXVCBdUEF1fgqrzlVcsqrdlVbQqrWk%2FZ8n7Vkfagj7JEfYwf7Cj%2FXof68j%2FW8f62DVWIarWDVaUarJi1YsWrEC1XsWq9C1XQWq1iVWMSqMBKoqEqhgSqBxKvuJV7g6ucHVwg6tqHVrg6vuFV6QquaFVwQatsDVrwatGDVnAascDVhwaoyAqiv9UO%2FqhL9UBfq%2Bn6vB%2F7kf%2B2%2Fx%2BtVskpnZEuCUxHC%2B%2FYuIK6NNKiB%2FEzIk5DuCcPq3Ew4GQBYmlqw4gUEVMiRKFQwiMCQcTgAAAAEDAWAAF5ItM%2B6bFophhd3N1nA4zIKh4NARWfqCooqII1UQ4kBYJ2AQsGyO2lAp%2B6Xiqm%2FCkfz5urtugisAuGzxeNHQh1A73Vh4dG0%2FNDkMQKtSO%2FBTm3DojsrbF3jq6kKdaxNxwpKvTKteAnM7mCQ85oHLN5AxXtO3FxElkoEAFo%2FY7SdVN5daSO3q5Y%2BGBpQAYrusw%2BEY9%2FXMmtYT6y1gbXXfGgzHr8ic6AN9hcvHwEYELAoOjr69A1yaVwaL10euR3YUZUZvQl5xZXoT8YeJLqVKFrjMLT83%2BN7REmekLvRn0TLh%2BZMzVhvjjOcuh7%2FDGoSIzhcgAEyu2q%2BgmErl0SoAyvHf0gOOHkuRFZQSSkFEDSG4HCQ838BiFt5mdNnEIYrPlCai6RoN3%2FEdkyVeA7o%2BHQvKrwD5CYAAo2RJZIeP1xRy%2BlJaWuskPYYJ6GKPdNLzxcio1M6LXHJDQbx0X1i8B9YnLsQYerRiZjBe%2B2alDqaPIASEoxCeRAUMVuivCDeCNo43Zi%2BmFz4viBZJrJMbwxhXGCv8CUG%2BGpgMJzaVH06hQdq5woKyZyKYDByVHQl05OpUqPrSuURMAxrqnfhkQENbMcnlzk3MLnnmnljBLSdHj488rWP0ithH7Mq2sETRkNmgYc3AZSu6gL%2BCk4IDhPtHR057XmxZs5enMzU7IR5rdjAD5bhqPdP0mGax4%2FBC5rzvd%2FNmFSTuivxBTftCPQY%2BTO9CX4l81r5FFfrkZ1yrTcaX%2FE35vu8hUNdTlgS2iD0q93mIVdiG%2Bzz6ZoWvKaG4axR1VGYKVxYs%2FhBQR7uUeb1mU%2F3VlT93WVa55WteFObdmuaGauUaHua6G9Lh9q5rpXj%2Fwgi3iPylvEGKzMA9lXBUjbXHUnsEBSjM4dcmrgF7f0G9lwAQt4RLmuXHbpvBr9TrIO6tAdGiB79MRHozMKD8uVjof8zfR8GjzHzhs033A2Py%2BejgTAGqXxpL%2Fw2WVk1lFTJqz%2B0kBeRuJCR5GRySPRQSmUbztwmWP9kLIWUhlXSVdCicr0AP0QVDW1JhE6NsgqFunp2ST1zYgQv6Qnhu0JlL3GiFmbc6pMG8mzBJsoRi1z3Z5NTM0f1ndDFjciaUQqsNg6uq3fi8dFUAWOQGs1VX8XhLFmvpemPhnFsJ4EJp5fMYZskQQsqfYfD9NJDx6cnQ0sTSuR2L40hG49L%2Bmrs3RoC4ghACgxYOijJAtdpXHsZI0rFXEhZYgy3algwWFOreuLxQmZTNtXroCxgYhVHmAFChJHArQSkYK5FLPlzPCQ38AzsClDlC4ke6RHiVatgqkBMcH5a6mGXLmcLkgxPCTi3IYssNhBMcXoBJkK7iAw%2Fq1cJO27YZZ1dgwK6TjpcOKZhOClzaJK94ByvnLhalwYwwHNGbpKKrMoiCUVvMU4ZDGftbGmdYDSWM4M18njvCm2QeRAFzCJCDrWq4fFsh0jgTZAy3lAyEhSb5p3l%2B7zqhPPDOxcQ5kAj9XEi83gCXQDB330FUKUN8JTMzokg%2BMHLm0D3oGAQxNjGVUC4qv3mNqY80W8Wma%2FG%2FRJg0Pokw2Jil%2BUKRbOEH5QZhYg2DwSICOBEYPtpPgwWBiCfyJ0YCZEGKrTfFYsGyw21JEW52PoQdw%2BSszylGkFpTMhd5kWLnyTIQai8z1ij55qLRN75GxKwkR9E1MhMUCbxmmw63GyiBjM6OORqQNMpJtSUqMssFsiIRB3bOWC1CBqx4cDrtymvUnfKZrNpclIQX0iC%2B0SWyKIyxEbrSIkB4ly9nnkYJu6fFFI5UkewzCvGzpCmkfDtvWO%2FvOQBSKG%2Bw4WeOGpxQqahRKjqs7pmglalwleZKZnV2WNi1CBepIZxSes8CtZlRI0GWmUOVcYlpvK0hUKRhWaEyXRViM53DzUU8eSDYlUJQqDMmUYc2RuqTtfeLBUIWJzpxmeJiOCoAXmCaSqYM441iWisAz0U0EQHSkfuH3o9uyZk0g2C%2B1Huy1lYiCySpvTSdjMKwTiKdQVCax08qRNA1Vs2wiL2IyamfCpg%2BlZwXvOo2sB1QB9xIdX6Bj6VzRgd4UoHI9PenyASnBA8k3EjsE1S2ipMclWB3LPJeWzSHOikaNhJsFX5zoP45XxaGhDK%2FpP%2FDIYztiS6vqMPACWcgP2kpZWjOfJBHYRQNI4tp3WUQGWpE8ZqoZEFvYJaFCTkUJPdTqeYpTEWodgDyHYOTQomy%2BoKxLC8BtejPZfK3UMphCswZ56qASoLK60kVHNgZzT8%2FUWcqkls5xsQ57uoPAv%2BCrnsSCROispXTpjPKe4ND10sCf%2FElOsPgR%2B1K2fX5hXhJfNGzBWCpiE4EjGUBgUzovLqcdL1yqDbTutsHLe0YqwBcpKRqcP65%2Fvot41Eg4cbCrFOObHzAyIO3Np2zmgIymMqrmdZ5wgWiOKMA%2BV8kKigbnyOAnZzQK1uMozbw7SBWI%2BtpCLJTN4yFsnUOPsR6JqbOmnG2mYUYJV0I%2FFDRgDb2YBKeBAzYRv4d82IRIjKNJ6kthxBIf4f6tg5Rewqogb%2BBL89Xa%2B8Y7mPwJBnr%2BqyHL3Me2KqwE3nnFG4NiIrI%2BvziW0DG1jcQIHeE7iAwtWHXwFYTmEfOmdkgt4Pr1n2vJwnSQymN0R0NLRTgAHjDVSIfITmkvlvfz7MU64jgUChw5hCXsYgG5gXyQ1osKsxCRhvPgsghFG5zI1CXCBIAwKkjyKLeqBc%2BfEUFiCvfGOta3gR%2FU26my2RNT0gywIO1yxoMTM8Mlfo35lpDQ4jfU18jrE6QiUumMhcIndvm8iDoRH8amzyNFXNUKcSoCnh5AQYr61lElsUE1avUS%2FnDanpv%2FZFa3VH2JIq5OrC2wDxYOhlkZf5BIr5I2JAQY6MewSa45Ob%2Fz%2BEjpgzBQTlG3AdVyHpu2GkjfOxGCSQ%2F4KBsYV%2B4WC4tHrRIEC3vi8DWBGimk2R3cQNWDhpiR%2F9KQZE618tdreVPJR485XjWwoxbnLTn6IZ4EjKrhRraDtVPs4zmDldmpWjWM5L49vWKkkh21cJ0GELX5Hje5CUKJRNkIrvqKWk7bw8b7gYD5fEhk7VgXTHJI0UsIqSimKH3B62CsLrQWXjB%2BoWwKWamDL6RlAYnwhMdNFIyfJuJIyo2hI%2BRLmmREVRHaJdaBYDQo4bDl91nK3Zy7hcqlXpT%2F%2Fg9jl5m4DVYTnaJOAoq7zjeA2QzPBWRnDjFKG0AJybS5gxwd7oVkVIAgAqWCrwA2TuCFHn%2BlQSxm2EjeZemixAGSIByWTtmzQII9iyI6QxlnEfiedIUpRSDRKzAojtJx830mEfqcSqHRLRGSUmpIkhYAfBXhL3h5wRAsiPnzp5CmVoG70nYHSlNBsQEOYNSYjVHmDMCMyyhMYHx%2BhksBoo78rYc0vB6ClzXpCsSQL0xuJj0lRG0q3NgS%2FgqHn0%2FdBeijOqfmwAAwNmamjdRSr62goEAhLCK0y0mqVtUz8B3F3pE3rUMN9wQoCtpvRAK3sFTK3tcPZnt6Z27rdUEcCb1qxd8b7ARVibBsC%2BRyonUCCcPwOsBKtzEuPpnx3V%2BQo3FTRLkQsTzT%2Ft5GIpAhUffp2BuiRh%2FhQEK3waIhUoJczWFQtyb9PP5ODdKmoRpQHa5EoivjH117VzUEyb9h3I8XFhYGY2GgobkujLXrm%2BbJ7HN7wo3WOTojHaQLy5ZQH60wuIar4h1s2FLyTWktIBtEtP6PSDSPebTewSizvHczvHVzmh8LyM8TZbIzBlYhsTDRW2MtA4tMbKoUyaOwZNB0EcTEoAHayrWzlDMhazQx8GCH8%2BXZI4EskKhE1hnN1De89ZjtBMDWCxLN%2B4bn5AnyOhxpTflbO1kA%2F0EGhUliSyMtWT0UMb%2BqEPinhEFYyHEbAUyp8tYuqYDRipLscjyGJA3zbmKdMTMI8V72v2ZQ8R1C6WY4qjndJBCREkDNEWaBovAOsU5JvqCCECn5%2Fq30Wfs27Q1NX3PB1CxWQYK4rW6gl2DEhCJLvzF%2BBEKd6LLjbQMVuJRpueMSQJN40n5WAdyXvuYQeXUQsoQDysgsemARNTywlJKFiZeuo5AiRfoTmTq6hkwijNVgqADIQ0SrFqBN9hK5RC2ZzmikwVm0CCZzso1HPlzzN0IP%2BQCIQZ%2FzA%2FJ0cIiWLfbbDGvgdRmzRiOWxhWyl0iXpQfpiIVEQuNo2d7rj0OZeiVOeay6x5oKlhwZCcg8KUij44xrtH4IX6UM37YQMPXh6QvlpkcPG94IVYA3iwMJ0L8LuuaogTlCTJsenAjL0PQ7L1Pi8hmGJdOqOJeVo7ECLPOdRHN4hjBEITrTPlmX622a1Nkllc%2BXvRIMYsWFbQasKlkKf0TuoImAklJXaN12zLmMOiREi6fUAhVGrkOVhqjWR2eenOmgUY7GLcmbnAqWpftrThQTmBEC5zJQBDcPyN4AoXnInBM2UJew3uo3Osd%2FVotG4JFRB1dhhN21R2ig74o0Jw8ZN7VnA0lWB0lDFZ5PDtyXLlhvcGuF0S6Wr3U2CqpnkDjwB2mBQdPGRuL5x1IFo03LEOsHEh4MKRvE9edrMh0Snaf0cShzOIJdiyBYWbPeMzTRGYsBHAfX1laNIl1ZVxzggRI5m51PG59wVXQ7HQGRYRRnGy89qI5okgmTpsdUtZgAxPvJ%2BWcqIbSWx6tf5yN%2BuJkKOjROUqEcP4y6WDOTFIXxQkr7hHBS7hmbyT8AljD77OJLW4CQGYAb2Pei8bNTgMttEECV0uBXZksyIJd39JlDyojumSt0T2TM5i3S2cviYGBEzQtmTKzAFB8QEcXkZq4YmJ%2FTDWdYLS0Kazft%2Ba%2BC7HwNZAJaVEY3kfqPHY2SBxchsqiGqJLn5a%2FmjEa8QgmABHka5AWJ%2BG18I9w3WjonkFGEwKhtgp0j8YPUeYEncSOLNhhwVJnEiplRLfp6lN7z5sAMYVx%2BA71pVUbhIzIaaNzUbAarADBLMSSoXqKXumbEiOijClhzIbSA5gGB2qtutd0MjQyWBaAzJmfqki7MMaEQAOCXbwaXixbEGNFnHCqmWg8qjxIZ0oeAxEPKD1A7yRyuS4AIRwOrQJ6DxVHVPpAc7aCkBHpHC9GMxBqe9Qt62zjQGJy9sjB5efNIj3%2Fyv2r6z%2BSM%2FzuFE0Za9wOJ37u2rcQy7P6SvWZqCuEJKtvjAUTarXAcyMQRrVOlrD0HTsN2KDiUivtwmgj5U9inAK5%2BC4IqL6iNHhU7OH98NmQILOWxNwJiPwwlnf1QAEMLagJuGLoYUdlqBRDn8QcRAg9AuLhe4myJn%2FEoxUfepXHhZ8Dk0BKaH6znSNmNJJ2IRdEvxoTfFkKRNn0cEvSio6ek7OG7AZljFvqNgRejEgmOwp7toPkAA5CIjKCsWmYPIlxUdVDDj%2F6UQEQZwMPCocey9jKiCj3ryLWjtGlYDdewTAsT%2FytgOZKoG6jDf%2FUzE%2BDBwpk%2FPx891KJ7wcBDtmnc4Zr8PjCwfnWIE7Tz5Wh4XZOloMKHqBYibF9JCb589kpcmC6MqgAH60Nwcj%2BnBhrvYWI7IfIiYD0IThyXLu%2BBjtuDKdFNmVqTy8ELHUIcco0LUngtn%2BupQtGnWSsHRGOZxzUOEULCoCKWugvY7ZqEN0MDmNHqeKtmwQSOPoR%2FZ0KGKGB2wdDYj1CrZsodEQx2TukU2%2FMDvJyPuRgDSC80jH6IO5DbRYrS0rIXfANDM017avY1V29khrSTX8G%2FWm5HQ3j02j1MGoCeHm%2B25tIebrUOsJUhfKhD0EIEeXj3%2B%2BQ43UQYWPGKRd5tI6RgOxzkuNv3Ji8YcsIU0cpJNn1rQt1eBb5t%2Fe6vSIMsxyrbVRxAHaSs8%2Fijk5AW1W3ajQf6DP51FkKbjEEaQp7ThQOL8pUajXNZgjP%2BAGWp2PntYtYtaMRzL3lOTlAMAU2jKG8l3wMD%2BbxPb8RDFLiiPnwnwm42DzJDXbmbGIZ0jLkON0Ub4bgHg3f5pBR%2FoVAu0YDFztE%2Bzps%2BP3bAAWSgSxlY2S3LazAF0KZAmzACvKJ%2FMz0beXxl%2BeIEFgZCLRMTD0eI7mFnojAK95ZgCTCfQOybhXCo6576fGouBIpcPFCU9ALkeU0pQaG70p3LmSrRNvUUN3vI9R8lCXjgQBKD9twFivCVAT47aBVWQPv7zSwNj8Un%2FSFG3FqLOS5c%2BWZHKZKVGCPSmIgHEwoN5C6HgtxiaB5%2BUvBrgQmTbO5rMJ%2BCuldZzfzxgdXp9XgD508hFWCeR8zw0tDDW2xoicZACrgqgnQ48NRFvjGjGQLa0bZ%2FYIPRHYC9plKdMERvlMGhAQeqDBMhf6LZGmyElMCwEIYOo1BZ6PH7%2BWHUp1YWZa7wqK1XoOCvECZSwoJH1Mkaogtg1cnvzmDI1q5S6K8zNTnhUkglWVoNqdHdJkfg0Fxp37eM%2FnNEjkRlbYvQhIWSCHT%2FqEBqUlbxYgGY%2BMSFSRxt4bg1PVnRhKNZIXooJOn0HVNY%2FcfiwOh4kjntxHmybS7MJkM71QCMhZGbYSMrJ68qAj1YN82a3v5utE6PJoWbuOva8RkRMPNZOJG3h4NcQ9LTUNP7WRG34U%2B6pZFDjhFpbJyEq7ddJp5LrxHhOcWeKH5m0I1Q2anhxKm%2BO1yIfm7BGh7B%2FjqYiPKEBJ6cFrT2ZB6TmSyLIpnTVkU%2FYqVla2WfZcp7SSoTzv6vLYtG8AgtXlxfWZxN6Gzmta1EwxIU6yE9s0x%2FZlSkSYE8X5a7%2FVPKA%2Flig684F00nmacRk4WooPYSFBnHTa1ebr6zgD%2BMcOV4BeWlJJLrL0qnYZSAVtBA5UxpOASkxyTpYRBUMiUqxjxU%2Bce5iSPwywJQRsno2JDcLSzoQnpUALmNJE%2BWSFPdsteXHMocr%2FC0IqI26humQ1wKQoHcGmUNYBVwIFZqI1azUTzdFmIOugxHeiO7FGrlsIVmnE3L1JrCuYeQCJCpQc%2F0JCGgQIe79NvrOoYeDQJ2REZcyhK7ihxb2NeHkVj0aI0LIicFJjQk21YaBO4G64TBu2IKBTzYheH2CASyWnlbZNFDbFlJqA1Q4kIljGpwnmhmXbOSQEgWsMmsHkBZYKRUWBv9HZZ1N1JSN64WPlCBOt7zqAJMKpczyNBpzQk5o%2F%2FxDjQg86ozQyN4waltVoDaLJOfWjYqewlULt9QO8N4AqlP%2Fo1ZIqJMaZ%2FORyILlDFoGoeY2%2FswI7MBMVXSMJXCUeRsJjHIU6kNEsAqZoBDoHo8Y8pZtM%2BGL8OLfcPdBbsbvRZuDQcyyrZ42OoTsMJ2GH21od%2FRCfgHrkeCyZfMOkWTSYgXtqYxGIGLcI5gKg%2FZR2xnb1upteR3rcNGITv8oKHpUWdLK9kIZlFfEtPUNAgnOY66o0dWYJq2a0UT3usCxxDZm0UIViE7Q13vLoyXH6VgLZoJt476o2dZ1DSsnihertfmTnTdREBRHm5ASIGxMbMSITKCmV5fMqgFiewxFtxqh5yfCPkmlKNcrJfmvyKlbaqps0Oa%2FBSPXk4FJjtWF2wOHfpFY63qA49US3T180HXmbqEjYsSpRFkkOVMCBH1C9JAJTRgjCWNAjl2MSA%2BvZjADldAJGTIoWBOcOEUI4qwvBSI4hMj8m7WHoFosA0M4Q4yS8XtN%2B5emVGJDGqX8D5SVbE%2F0bWETJRyRFYKQ8umFTkY2ZnV9Lz%2BVW9hgHq%2BHYhsrghzcANy%2B02yEIiJuDFngZnEHSFnTnqDAicaKOgtLZkRXBqGS3bgcqBK6B%2BmV5G4%2BxzA1IlYTTtL30wAPCkFZuhlgsViFEnA5Rg4UXmBbXBAW7JuNvZlXTVsYDMV305DdUPX6QyUFMwndSexwLkpBDsIQ4lUnD9QoEF8QmpcQk8FJckIIkVwvETqBSrIvHRim18B7iqFwNCcFoUKmSj9cSfX37WL%2BCT4mAKH%2BS76AYlpBE3eYErTSL68qrzEKiOZo1mbN1ujQapDrmTWb1s3iBTeQMCYcYfVeS5ks0rTlCPWr9AjV%2FbgZ8To6s7qOr3%2BkRUCKT5GAAUzFlHOkmV3fJEImmhCZ4S5ivYOcC3SUx70Is%2BgfKTQfQBsES9NEX4x0WTcQkWV5JKEJNl0UV8pDmBNnC%2F4qRYIkjLTUknCCTbfLBLJzy4rnSGTntJHjdpYIWlqzxK%2BG%2BRBy22IJ8gMQIibkjgh8Y9Q2H5aenHLwEJg2iDmhQybR8G3gfKxBAZwppQkDi9rFMfLSe8Fgalu2z9mKNwe%2BF24HWYNjNI3zoQfXsIck6YiAwCMhAsEDMvxfp9PxAAxF94h42eFp8V8BZxS3g%2FoQhPG05yIyOc5GxA27VgPq%2FN9uxGcdZCP9PAWYlmmiIlMHE%2FRj3IzE8YKgGEh8OmOkN4KuO6GYyNnRhoWNSgmY9%2BVfMfhBm7xIwZPp7ggg%3D%3D%3Bsrc%3Adata%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cb08AABFOAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAjPL%2FpQAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAAxADsAUABTACAAMAAwADEALgAwADAAMQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAHa4ADV2ADV8AC1cEs3pishg2FfJaEtxSn94IlU6ciwvljRcm9wVDgxsadLb0%2FGIypoPBp1Fx0xGTbQdxoAU51YoZ9RXGB0bXNPyK3JLMApRwa%2FIMy1PPoJDx39kimekZX1c%2BDSW41tEZBuFiwdwx1dRoPVA2vWPSlsSDqhNkqYfhrqlVUGD0J3HEAgZavmtLnDC5WBriSpD8Uk02KsUkJ9vCFz2CZXAd5viwGZ2xcVYRPa1bEIai51nMYlbL2ERuB2TCzLAbPWWRZ3%2FsZ%2FKBjLk8%2FgAZzK1OaxNw4oGBbsNhx6Reg5HRFVCrwa15kGmJEy5kX1YypVm%2FHo7TjKP3l%2B%2FnuCTOyiOa6S8QEJbuiGYNlCnM7tHChCHRRQHXQh7yPXASlcvc5KrNKol6orb35kbo%2BiEwl8d230cfWPwTy00bFDRYURYGchbwsoDcaR2AJsFGCrbWCzBdQ0qCobWwLfueqAzSkzaHX3yCjDlGYPV0VZqVXlqbr4poRaG5NNPMDv5MCHkLSFyABMRBhMiGSZiDgABYmwsLWDjUZCUnHwvXt0VAUy4%2FqjwVgjfUqp1evzUqutJB7DW99Cq5aEhGePsa4omKUp7LnSQUz%2BZq51pU72ApMxkaVZE9jF3IGKVnF0GlK1E6iqLJXFzy1BEv6Kr0ngCzIgVANRwCkVHYJj86Sv2dzqgVrjYKlg8W94FbPGQghEbTakZ4AoS9h0u39DOoRJTA2iirs9xa5m9Ir0KwkogoqFNVDbTIGO0%2FWuJYfp61Kq0bhgbcbnvbTDj4HBESsXMdvrvpp7Owf%2FS2EbndoEoglO%2FjigGAuLUTUmG07ZGlRCZ4QZLu81tPEgTtAvF99BxfnxNslgVYH5Jc4AfHwsiktDBO4wjgjizFMsIeBTGmIYrhtrK3tvtBu5tYB0PDMXILUkFYPM%2B5yLLGOU9DtoDLYWLQig%2B8wNRZbJZZWeK5JyKNwumLgP7X6pqgiZMFUvfCTl6Urx1gUOjzhcICumUUsiNESZCmTANkgHoh%2BKU0t1fgQYOBkNfp4MRiJysezS1Vz%2BahE7ohM0iJBn4I%2BT9RJN%2FuQk6SjQGwC%2Bom%2FSD7Zq2RxvcSjtdxHfo7NtktA46mEg5gBkTtMKu7oFb1KgqwqBLzQqZI%2Fs4QSRhYF3ani1URTcMD38kDDqlc3DChmYJTCR9WpaWrYFiXeNi7jYa1Oe%2BSP30gxVyeC10DYOakGpWaU1qkQ9OXlujEbM4A6A%2BQ243TA2QnI8mKzNXNo1HPN1CFawST6uC9dkyQTqq5bOKkkuGjz0nkj35Sr%2BQ%2FkLGg2iQMrTKImSGshnX7%2F0Jyh0JziDbTzxp3IrbosXgpchLcBJpLLUBrFbt%2FU6qXqAaNFJoeBItBoqgQlPZkpTq31s5VZsgIkFupAno5G9oKwCGRqv5294xFqOrEpewcjx%2Be06mxDkN85c0ckmWmMzbkFX9YHAf83p0EsnBywjZbcPxZw91kqg7voxasp3VfDhEDAufUx0MTddLO5kCyKkUBwOm%2FMurQH4bJQgK%2Bp14dkBBhgxpBUkTlSbTE8DDu9qKiDSCtvmPY7FRMn0wuS6XR7J%2BnpjjeaDNwiOgIKUWCP9aLb%2BXpc4toQCryp6gjCVq1Cl1Di%2BtEx4WnBp2hmGZpEksZwTSggXuqAWD4B7WAMcir2wmA%2BI43ECxUSeTDT%2BxgR3O4XFPOGxHh09lxpScampLahUbICao0db7%2F%2F%2B4CBMcCokQ7aOQ02MOzh0NEaJGGOvPR1t4sY1I55lNfQ3IkF04onnAomXxiNg2EbBbPTMBBlv%2BggPSmkb4GNFW6Ehd6nDzJlnIXFfzr1bVWQlfylDodFBbhCDf%2FVB13j441dc2rx3h4hfAWIJuZqbH%2Fwbuafg%2FnTQJ9bnMfR3U6TwYgDQJIOPOtmZW4ZHsR2VifZGaC6Pzv4ZzC2nSAaqSe09F9MxuI4UmUVA2RAUqBUIETEIAhB%2BtBhsxhVMXUmv3RPe1grhYWLM%2BPHwwO5W069qIgDXtETXZQ3741DSk%2BvO6y8k%2F7Mg6GFC5fSK02yXZ1XV0NZe8iknoIbSFnDm%2BbMP%2BBCQhoLKOeU3FVNQ%2BgPEntwkHT950cQYEYQc%2FXuL4nxwcRW2bIN%2ByskPaD5Rz6lN8LW5IDLYfuvhxlLcjWXSADeTshWsJk%2FHCuRbwjqLcx66fc6UlF33HipliQ1cvfKlgRpVcsmIsiYnJjzJIovUyqi%2F2OTQcIwt%2B3WW44BAQh%2F2GymOIscSpIt0YUePiwOCJN%2BQ60lqkSRbWi10lotzgWZsqzEI7OGFGeIoFyqli41%2FNn7LfLQ0qtxkaAwbsKZQ0D9s%2FwhBqoxhAlxCVNVF%2FJ6rsUBQ49MLtR3ICtKPLKZ%2FQPEeIRgWUNLbNR3v3tTaL8uiXO%2BOj3tSJc56KJHol9nGPuclbrQpCn4keT05ETSOQ%2FDwwKjCRLgIzBi7x%2BU7ByTZGUWcGLPY0VtXWC7kQ38C5thIGJx%2FxLM3KsoGyRwC5AFUNWPzU0QBCaVXo6z1NCclLuPVA8%2FwWuNhiAG9CPPSSlIOCuh2AQM1d6MyIEIQArIa9YenQ5ug37h9gPNDHVLImcjE91ewI7pz7HgOEVqTD%2FjREYRtEoDIfgxzDePkVvHWJAtcpCJ%2Bg2o4akZpphRUQ0U92lJcKZGJI9mnpl8UVzpMi8SBGXUAPpgcS2cDAusSE6q0hNibhCgZHLReLsA%2BSv8wF6LiDL3TogB1DsO%2FHeMg0ETucRO2hIOvbp1NVkFMclluNmBQbTy%2Bosr2bJ7oWdUtSHi1s%2B2vWxq8njY1eW4BCVr2EqSyIUuFKS9iwVF5FBGeg0hRcHwCKMtqYLBfvVSYXHdGZK3Ug95C2d%2B3t9ZWEYqq6F4TocgcDS4tI8cvEEXK1%2ByB9RofdKpHoA3eP9%2FB%2FEBG%2BIgvmwZ4Iir1SOYFEtUG%2FoVkECQqoPTdHoNpQKpA9K9k7TisAUBsKPtWgBriyeOxs1o%2B4KCIFumN744dH3Yf7X8F426LGtEhFLULhlKFgXF8Wq2D6kFSBkViLad9D9U%2FP6A%2Fr8SE7jsr9s%2Bsb5ODWI5uS6BkZJI5RQ5QDVZ5%2FKOG6Dzc1RLQKAdGkgwLiZLQdEYQ9yhQLtD5kWr4wGHTv4GqloWePyHYyuy3Ek3iQVQkdkAz0MxcsHzccdMLO8KFh7ywo4jXywraIhIicAI4dWdD5wEXBhsMklzbWc8zi8opC3IlPsLXHCWOqOgq4iPU6xyDS2tdSLnlhSFjsCCWvMRt5TAI30EHR4f16NYyzoG%2FoKgCUsW4182Wvj5gpb0bGGLe8YRIYRGVgF2hwIlEfm7eUwwLZWW%2BmmBZPggPnIKI0b6G%2BlHCncx0wkaVPRQpZKWIIrzh4yC4Ar2vTKzhVKSutNi1dSzmM73AGUXSBJrQH5J4Dfb%2BRU25tYrIVdLr4ogiwTE2i2hl39ffJWHNTSWq3PvVJplNqDTJgJcvCHYoQAuHeOew0gZGfmX3p4D0aSr1BhXbXRA1qipfS6LiggtiT1eDg4FTCWwCdAFC9FCOZ52EdrFetMBxUdC0dfnqpr0mELJE2m5FVMvwplyf0XIKclHa6%2FQrw%2FFOVkVKK71Ab5iAVWm4GA3HnkCJhYkW06XJ3TDGB9YhVW9RuC39AFUcFWwU5eTNzuck7IQty7ZC9IjAGNHuZhQ8yDWZhGUoNyhDcKYQiUDqAC782makzJ1o3XJFIEDXgObv%2BTlS%2FdAr5rn2C%2FCDmkI0WO3cSTJwSLrS5dBdkyfpxAu4XghB3jgGShG8UCorOibUp7NciZgEDLmT6eOxDegpLRk7HomganEaTmRZAAMrhobApDjFWtOxht%2BNQngtKVgGL2yy6Qnsmju6DAg4d%2FRvxHa5mBaEMcBekCMtwaPPGeKFPMsgAJTidusMLUbTAUBJMOmXRwhONkoLPqBhpTuLSYN%2Bf8aeX1NKSxF2OUST9ezObkHETTsr04iWClpoFDE8OdIiDPQJqkHhnUPTcE43OsKBGS%2Fzk6F57sqVmhZKjPxle2S%2BiIE%2BMXOiTOoRKF0Q7mbNRYGPZDp5eIdPOZHboa4CTvwnlZb0zCOW6kZJh6klDDvYghmQ2FCDKB5DD%2B0nImiNcfSzaGT8aSPzEZjMQ2GPpA1Ws4Xeysyv0zSSMVVsiOoiowo2SfYFdapUBsWIoRXMAKYdguyVcwqX%2BzVWYLiNddi8p%2BxMV4dQIoUs6SQ4C1%2FBjtBw0ocOzLmMkEv5D8N4%2FZu4gYA4ryDb5Y3gkIxdb37qMCWYmDGgsyEE00y3BZ4FgyT%2FdJLHxMQwx0gViQjWL0QyBfcufCgRYYGiCHrxez874MrcqldLCEQLkCCK6pWCnULCh%2BVK6FW%2B1nm%2BN668e16QTKWprvRw3mkwitjPefHt5QKrVumkXsvsVrHdAJrodfWckxhhzknXZ8cMVIvKphJVfhvWbhoZbbgo3fygOr8PlKcVEYLTmUbjp8rTFlPRtPrdA8tljZ0REfnhwApCZ65Igtn1gBROJdPCCb9ZIqlQUq3W89ZjSgSnUz8nEBW03JCcQ%2FSxouQtYBE7ichYHbASPB5J1%2FzVfPINn38CqTMws1KKo%2FyvNXpDgBvCI08SBLSwX5Szp6WlpzoPEio8DsNzZQqgUMoq0%2BNMALrygrOlErJohXvIJ%2F0IqziZok6OuApG2eoGAEFsTc6yWf9eRcklYZRO3PkA%2BW8aN5ME8aLNC3Kdwtm64WyqytOEW1WQIg6bOFHAs1ovo3OfCvvZASxBcxg2SRCRTTJDBKajFH0LL1kSBroe6L9xvVxMCIFS7Zo6y4ZOEIkAI9QtGVIKKBlCvUUEq2S8FiR7VkJGbvBFaS6UzQV%2BayV6NKw62tbJbEjkJ7AMC17DK399DZr%2FtE5sUtaAPwaHNj9VCoVB4VAG0iNI9IjDo0mr97FWjYeDRSr3pstZTVZ6nj5Vp3IbssG3g0r9E2eSmHY97LYobIHPnEGkKDJP15WPWtwMgS8HeLd6NEnP4mIFlRJB4zLeDeoBElpUNRIQMzLbRQsGLj3DZhQytDQPLAUE9JWHiLKAJxVTOJNZsObEiutLqwox%2BM51t7vJQhBeQm2i5bTa4D8qIUjqI1sL9G6Vha6U6IPUabeCUMIufG%2F%2F6USyxymXNlfnVinkNvKZGUjz0EWKIgZEC4WkUEr%2BgP%2BFpkIPUVM%2BQEJPxFxKDlpBEeiUSaTgCm4sEfRnBxu0eF%2FLgLp0IFHMEt8aZrsQzTF3wRw8TdpzHNGMZrHHa6nU8KCQppWBVpJ8b2Xjq278mtoTfrgfAMSAm3cYEcDw%2BzcSsXTaUyd2PH6DCU0DdBiauxpsyoKlAh9IUAzS32X%2F0d3x7h4gL36Q5sC4YzkbttmSwhenP5pxxrBEEcoAohUGB1jHGtB2%2BI0FEcCM2y8EY1e2NPXJS7wp7APp46lC7gSit7FEFQCIDnNX%2F196lJs%2BgXTyJrXAze%2FQ%2B9GEFC7p5W7W5FEooh5QlO01B1OcYDH4VTmRSO8fHPjRo4FkT9GrnUZw9pXnDplu0YFyOaAsLOkxdsu2gfYJ%2BDzBNihSUutbDbDy7VKS3KwwUTChYQkWCmldyS%2Fy05EvDGbLbpkDfbbHNGEhTSiaAEDmoKTERX3pEuKYJT%2FlNS4IawkdDACC5Jk4hgNa2EGV8yblsXoSHDrqHDJs4JDXLLA67oCyia7LABDzBMInY5gnZCpFuyyuaWXjKHRgy409j2wNaI1bGlosUnhaB5iqHHZf2%2BbDPpsIwoahsWRL69BhhyPHQBUNCyBR%2BUJzMOBRMxTVhNsS0%2B1n5kboqmNZcC%2Bt6HYVscRaBeox%2Fvv3%2FxwdoUoRvs6CamykRGihd8HTNaL%2BxRuoo3QVZvFT7xS9opWLiNbQRti9PXbNg0J5WDsxaNesdmkYOcwpiqsURuor%2BS8hhgWniGGll%2BtD55enFSsyATy9MonNXUJV5Q7eAouzR%2FP4HlA5YWBYYjm6NDAEk%2Bx9On0MGm65%2FEm1GKndnRp4cv%2FjFAdM7hnXsaXnGKAeK4aE%2F6BhOq1%2FAWmgCMQ4zC8G0wBzhuMSeeVhgAl0jpwicoR64K%2BBYlYbWz0gTGAGtI3puhx3F5%2F5QKXradYFuhJPYWq3ITCUUNLpugdVBegedngCO%2FDN5mJBWzGEL932jL1YntvCgzzLeR0WczKl0J4g8Gcbo6p5LOslpYBw4kE3ZDMiHPjBGyAUjkrWXqYTrl7gRUwex0zKVekIhoI0dsFRDtQxsLctjOlRs5Y2gYpQeBORQFR4C3hXh8EnZUzuloqFLFATXzpzv6k5XoHB3fZLNUiPV5DvAfroLwH8tYhkcOxWnHqePfQulM0DCPTadXa%2FTpoHYkh9BeeAwpmi9Kbo%2Fm88ob17pFzKP2lJpfWxbyD3PccS041A0MQWUqNDHOPOFt57Q6TiHQEKJQsI4v1JqcD7Q3orOdsLvExRQwS0nlUtV%2FpQbx0wSlrRSneWAQ%2FJhPaT6rMvIcid93ahrnKe34YxGA3D30BI2lEiLGh5iAUkBLBoXRshvpjGJGLzGcvonIqzVubgEJv4mbEl7JggQUWb6AYaQMmGUXEwIjylByVLbgcEbUQL5RFiRkX%2FbOhzb9XavzmFpR0cOdx3etgoaCPbiL5gR8o0wJNdPMCYcmyP0SDmmsW8o0O%2Fy5HNRxqz3IhmaxvIT%2FxpN8Pj%2Bx4i%2FGawfTOod%2BpvHN9BMNQUKG555l7yAKsma4r8JwVm6gxqBECXHA3e%2BdCsONR41WrcokynYzYqB0xlCdg9Nu%2FVL4rgwOiTVy8K70TghEjAOHeFBYvGwmkrDIzlwQsyBsr3K%2FEBFKO8UQ6J1hU%2FYGFA8fGgTnBoNnAmZc%2B9S%2BXnpbpJ4QKgdip6TZnI6woSQaYgxGpdaxxSuQkxu0avCBOSwchx0SS0x5HgR6iz9AkbeoDFTnGInFfbnMUP%2B8p3uSQu2CVkHxeVeEMICXKlVDsj89UY7AfyMvxTyws7ilT3y4zYSLVToLb1IwDJHJ804mZKVSKgSOa0mHCQrjWQLaz9LrCiISicIHspx5moJ%2F3Ng4rjU8aMqTDl5gjJAFgAMupkEoWEalYEtHh8CvvMqUP0Ra4v6BRr%2BdgNXFRLo%2BjKWRhaP4x63qqfsnw%2B%2FlDAo2doOxQP7GwahE%2BiZ2OX2l5DodFT8bGiL0YglcRmgDoYIEaRBLqdbj7HFD8xfZz45H2Tg6upN9XjuGCxtdxuVuRjssowtewrBo9gBM3T7d77hNjF9rd8QTMjwGLx3oWax6aa17t0I2gcG6kcQgw%2FphwfsB4gsCGgMGZU8P%2BORAg4iQDmTP9XqByg%2BjtRqWtpaHjiHSL8CNah084UP6Rfjx8GU2eaRw4mH%2BA9Ad42DummqhAj0%2FeMNS3V8lEHUSc1ntW779KspgJUBtJQEpS59ODiBRghAyioIrf%2FKoPh0eAJWqxh%2BSurG%2F5xVdzZBLgKEiYy4izBuKhCRIhfoADEt%2FB%2BirTWSOZVkcfzWBbA%2FAO817phMFhWQnvTwzjirEna6JgrjgHyk%2B8nWk0k06KkkSOOryl2OrOta3U1Vai9SLWxcE3cY161P64wA5VUgBExRGc8qtWCkEHIJfWtybVbTm%2BhrXnbVSsP4ucJTC9onJ8N4r9lRaV%2Fc4a2SZKmPNCgEUW7LDBXhvFxUvZYtnIuGD61WQtIrDXUc13hksUbImFeHrIBgvnG4ogmKBk5CClzY5DWqCCMzdrHBGSSOTyO%2BE8inLMGSApQqKJB3XKm%2F%2FMFoO17KuwfwqcaqjAyaJ5JOWW1Myr%2Fs7ZQiw%2FPqVAMH%2BlK6DYqjGUMcAXnVxy6z6CDl6j5mDa5EG4j8C6pr0hKyRNnoiR1vl9DWOfC2%2BM4v44bO3onXro%2BNlz00ZlGV2ICJ5CcCazVCJHIETBqVFhGT7KSBdNDv5ILpSacSTL0S6fX%2FP1CEIT5NZgcwpI0rkV7LqiHRoLUAPjXEqCZ5mLntX5JkkUEelCsU2tXCMZ6cZivQI6hYQNbXl4nc1sSNtBUTkQ8Y442KxRe7Uy5yOzB%2BUlA3MhvFmXweJJj%2F%2BG%2BqwJFWFLNYp0JhzD%2B4sl4JYn6a%2FvShCCo8hchMfrswjZgUqiToKfoOGaHdIAnKE%2BiEedBkyLwMSoNVX83TJERFy8PLMpBjsXtBITuS9lpPCTVl%2Fvs2Aqzlzwnj7lpl6VX%2FQ74tWqUSzaKziwue1phr9BpcZjNc%2FGXuJUq15TMDnCsJS0X2wAtW5JQA5MaTyUH4cDRif3MDxZx3Se89P4WSIvEEeLjToJbXf%2FrRhBMtRevJxuf%2Fs8EK4woZOFli3yTq3xqjBjrlierqgmUpFA15HFkeUOuLDjuhzLDjAGKK6WThTynzd%2FtCQWU3Nzd8%2Fa0q%2FxwZYn%2FUPEHU6lsdG%2Fn8gN%2BYACURCU%2BW%2FldrXpdUK7WxhgWmNd%2BLDoQFCU0sFyHn3KqFz%2BIg9e2C5oe9EOi7KdTBxPE1k4k5tkX%2FoZzSih8DJDFd%2BrITKNSsAAGtscSW9VDasqkEamMzeUOhRqRRAj9lc%2B7An2YOdL46GdcOLAsgYaFsR9hs0ToUzZ9rFRLG1%2F7eYLz1l5ijumbe1druwaHNFzZjtwt%2Bn7paZaMZu2EIx%2BlxX%2F2SBrWJQQM0wmE19eWrGPIVMeAzVWWRp76m1skeqzaBBZ6So4eD8Gpv31bn%2BnO4WG%2FOg%2FB7xQu9kpA3eZL3w9cwzrZfMmbUSk5OiF3Qx7bQYhL0VoUQQP3Hmps1bBJDQU0qAJpWwnb4iFOMBthzwP81ilVnh1bIuk0C9Xe%2B1kSK%2FK%2FMYOh7vIa7ghqGEKzCiHrehs3cA1pzgec5NpLDtCqMPp1GVECA4QZKiZX0hQ%2FGqjOhhObmpH0vwx0WHctTrmGC84Ub6BOQVdXIqoxqMVNhQjd%2B0CYMRk1zp6%2FPnIOsW7k%2BhQEruSB7%2BDEGv1lziYEEwur9gsigQBG8EJ3zeigdA74WvD0h2IbdNzPw3okAFsdmi3qKH41lxijDPDtvZcEzXwUnRNn4WpCP3vPNHhO8czUiYjRn6GRIQ4SymW9MhjUu%2FjbWOhOqNeh9OSRNh1EaFZcalxYnJMLCpTlEDttzYxhNCcZ86PUpbEkFmkU5HRiAF9AahZ8jQ769NUzJGkq9YLj9HWZLEK%2BIryXyPLZHAAHsBSe5moWq2RRQT655EACRYKQ1AR2mNQU6hNdrqLyfpSeJ5PrccWf3dXVxmIidWyyIkCm1v1oFYgyGcXwrCRPXPMLYHRFvGVuYyAUhzgYntJmDhE4VCNKoSxWlSFiFuMGumZHJnCJyAdT%2BHcgUhIEJZgWOjmy%2FZWisKRYo4JjuPntQGSxlJg3XJ5DBsFM3kGGQjqECyjqYFW6ccOkCDy3EhUt6taBIaHclyblt3Xxs353KjciddJC7gI4cZaPj4zBxOVNfei9MW9cLUHspngSFFni3AL7sLsbqo3totPWMf0yD2bdWKWuK2a4eF5jKcYCZyvORgcHeETtqeqhAYtIyiFGAYJQMOX4VJzPjyDKiavWJRtjWCnaTUdPR6FRkTfFAARc%2B3Ln3oFDETvxxiaDT3roIpaWwEEjRlhjvs9ZKiU2o1HJOMuVRFAA5fWzMgAqSKDaSLNQcQZbaFzsgKxXWIvjaOqsoiS0kA1bx2TN4NrJBVMJcmRWNIqrjepyobiDa9yXYKmJvgQWZhEBvF8wEx0pMQqCzcf9JemmcVMROHpvzARvqDrI5WOXmah0Zkh%2B6PIozOYm78ieRAJObTPxSCLuwQiRlWaLSxJ5hgIIrjsEUKPWMqRFuMgh1FsNDFw5jPGKPTWzyiSEIS6IPweoS55G9SZZ6wcpW%2BHYMSkoSETssJ3QQM9bQRo1JdCQdS1np6F5WR9wujL48y6xB4M6Y7FMnX7f22J6F5gyYVK0QlgEQxVXFUuC964aXqqhT5cX8XaZv5hVzeTU7bSoy40QuTOUjLVShZVi5iWJMAbFhku4I5QyO1x0Pm%2BcTesk5XsjnzwoAIsmXCFbWyIZQuawuVuXuR8DK92lWJDrNrbFtNbCj5sTTCx7e2Wb0UydtbZ%2F0CSIT7OnVIY0fRntwN3jNOdh7nGpmmq9CbBm1uLafMptryjPHHp7tKZEuAL7OjXHySRjUkXydXE%2BSrNxA2Um5Al8Dh3EZC5V4SFynxsMTKCAIMqEqNKzuJCQM3tvVBjRfT7xHSuCO72a6pSo2wn8%2FaXBmKI9sW2BccnPF8aML8%2Bohhb7ciWy%2Fxch7McUey2CPGCyVKaKDX8%2BSBNgqZqMLbCgZ4NPkIF6NfeH7gtElIrOqbudNqU8yyyewVZneKXuzObCUxU5b2tecTa7Jn7SE6UlSYMTkMfCs3Q7fVCaqK5k6pf%2F2wW%2F%2FosIJEgW3skUNgQHyb%2BsAi4ECMNcyjicIITuXGyXkkRIXyN50Jg3r1FpMmaQSUl9pGxnNMp8jf24vS5eX%2FyJYlMUISy9e6JooaPn7fiuG4QEscaDgCZpra85ygZUcJInLV6C314YPJdG2UL6qljb1QV1ZhrNcFecs0j2qb5gvkKHOFxHphwdBgEJc3y8qihwdZCQpJ62h1voTUccffiDJEzkU8jbXRvLFdPbcmVBUhArEuTKQFe570IglefLJ30dWmVAtx23vIGmF7N6auVNpZUQVHNmAlGgjNet51laJgLQSpfZyxBEqLwoCEGlF6ISp0NUmhUHT5a12%2FZElPE5UGO9AVnKpae3D5llVvXAHK0FIH3uE8AXFPF%2FSwx3OdCN6aViMIxEVcqv1UsLJo03R0grVOHRogBCiYVrK%2FqFBPmGrDyXLgr6DxBMSKnf1uSBgiRjCiwL1QoM981XHZnusKIVJ405xXwx6aBUuM2YXS0jaCPwaC2Zdp07J8gxM1KnpWMqNkRCfPaYTelLbBmd97YeNAOFaFOlV29YQn0qIInmIeMFxikX4U1pEusNYtOX6tKZKkgVONLhIF9ZPpxNWGA5fslgv82Lx49LF6FltT3Qp7q4Rcu4hKczn2m1GTA4unFBAkDCqY%2BD5s2dyVIfDeGeBgwDnPbGYXQqwM0E%2FBCl69QtVYbUwkQZAtSB618VkAzCPAs93Ip9qWnBMX%2BRUX0PFxCACZQwpfvNvAMGrD69RE6JSyNNOvRD8v3gzw46n8oB8mFQiYiwgidAyJgrfY1SaNrL5QDEjIIgYLECALRSK49wPmSO8jZLnesJ8oFZjWJyTrfBrNRCeOMoaVxOojhX6WVAhhJ6dvBPZ4AbMXC37YPHBFKUgA7t8mCk8U07mFgWg3wbOZDgsEZBOC%2FApoLJL8CzpXhZuoEh0ntzsvrUPhE40%2BUUkCAm26DxGMecbxuJ%2BpPJct9BZL6lVcWLmHps6SSRwqmRJeypwrd3vNnIawZkqBn%2BumMrwB%2Fc%2F%2BIAx3X3Ehjr%2FzJIVUK8Luxlv5IeNoBQPnIhvJDZfGo8KIpLh8O4iRusiuQOtytJ61yCvQUGFmCxEEliRlQmkN5wrVLkx3CUrlDG3ABe14lLsoysj9hXY%2FTJpUb3tCvpw8Ez7Wb20lfIScq%2F6wGFIrBkgzjtNLBoYqAgJoKvDHcdkTRNbmMKP7Fha6v0z1qPmfqQzKW%2Bi9g0kSWn1vQuqaJyaTAX7hrJwJgfaPjJvb6wXroHZRAD5NH2E2KaWtBw9TGd9mIea9%2BPrxlBpyjnQhg6rLogT7414uB8V19PPcBZUhnNx%2Fhr1%2BtX%2F1jKG4nnHv2EtR3VOjo9oWEibOHX8508Tra1pFg4lnAwoQ2u2JcsDi7diOc%2Fuhvd8qexCvYgoI6m9VYAg7Vl0PRXiuCdgHdKDIIHG0j73u07ULaOJJ60Y178Lsgtd7zYdOUGlMCYhR2Uhyglt3KUjPCpM8MKjVS6OgTHgqD1SSQ%2BqhzInvSk8VzFP1cI8vLxtdDvH35uPzMi4mQtJCrVUqhBWbQRke9Sjt9laOS7Y9YqUkXldpaAoofKmUNsx0D7eYLc%2BspsKbO71qdmmaGglAJjo4kj6XlnIWS1hQZORC%2Fh4i%2FCdcbaFFuxb0AYMJ7EdQExeIHEdPRtCxVECvtxHzbEyldDvie9cGKwImUuI0xEL9W%2B7FhefRJ05ePV427NJDYmhOCwBDNBP5LrIiblD6aw7pSeWFA%2FlDoWYMm%2BZEcF16VDdA3ALq7hDBlLUzNTL9AoVyczpCwb7xHucfK6T64W0AnDzYLg0HYWadOMPdoP%2FlliqiAlAWP4rio6stY02elA%2FLOPBnEr6rsAqtMRsS2g6HJtNANGwpxTdZEP5Xt5mE2gPs7dE0gyQv%2BFdd8QTBEqmAeMHtNnjBtKvg7KmIZCj9303GT9mWQXZxolBupTHIhJT%2B0WN7uu1FbRp6NnSRDIj1aXRJD25s%2FAD5%2FIc2OQ0iDp7%2F3Dbv3Oa8McFBhXrPpAKzhrFANFpcnLmEVTXjq0MO5sJAPVxFbMh93VfD%2FDppG4mBzXSgVfXJeWNNxoKF8QTwcQFXwQPB7QLE2PENdF%2F4vDL9zn0ZgQ1i6Nyr35KAwetsESlUtEENQbCFOeUFb9lg4Q%2FW5lUNo2fsscGbWY4T6pynpP0Krl%2BJFEfY%2BGGHI3aj8aBO0K%2FndAEPa5FX51Niq7CEOhoB2hSpGAgBT5%2BuzxAMzSuVEeQmZIbYew4tM4UsHYdZtT%2F9ibeR1u6rlX6lBQlSBT6LQ9YUEAgmAxLkAKQL9PSm%2F3NQF4w7ZvdqRqMJ5DYZh3j3I1rDmyXyti0llyZjkLnoPtHHwZd%2BfwWVz9ztMTMCFjpKBVWAdcYhRV6wY0kRv47nqddzEhQvXsqNstE6GNiLTd8iliAfI5vfm2KjfTQwbxz2uFzaUL0A9VKWzB7VrWS0QvlqVw9VCXOB6RDSgbNtW05PB7pEz%2FHZkv%2BXQTUD8mSQ3mJk%2FEUe3%2F2ixiuDVAOBfyIscXixo%2Frh7BHtl5KSBigokAOClzsk5pj5X5S9GLKgu5AbQNotZBWU5zoIzScHQKjeFNr0MiX0Mp%2BlHmHKuaDcfU2H%2F%2FhJmeXl1nPE8E%2Fk8ULZ%2FCLYtwJWG4CHI8h5ySfOAFbkRVFJyi0KYkQ%2FfhDAjciw08ETminGEMzG%2FwOERVW0AEslZEl4sfr5AYRKGVSMzkDSQ%2FnhkipQ8y8EF9ZRGKCOxRzfpNMubhc%2Bs9lZBHqNegMaRLozjP%2Bg8CUsaVzp5Wd0ZI5SaeSdNAD1HIc0vTPw7SLi4Jpa1gGgtEY865KzsFCn6I1RvKT3r6BVdYGsBPWdVzeLfbxKi8BVQVzd9f83goEpezGYiAXT8S%2FpW37TxnZ6f%2Bog248Vvj9otMMAmzAfvCpPYmXIx6ZAKAwBH737j2KJpWyuPMnFIBfqRrEBYiTiWVjvdx5T7k0dwFjgjLrLVm28m%2FXLNfjkSOzkoh3hangxcOjvxzVDIGSxYBxI9ak%2BDsrVTPAlMWZD7OThbuxdkWjCtGwtH4QzQdpmaBsHV8Yrg1iAK64TC2WMbQJAFFciwJFPSRQ86OtUrnPSODgRE%2FhD4qWAHDlWBDy1KPUCEbpodyyU4TnaIFzU%2BtJJAes10UhzVTNE6fGDGUN33wCgAZYoIz44wHk6fDO7wGbAEwmcVQg1HGGByFjYGdwJD1joA5AM8olCJ1LlTUGB%2FkhlrmbJbCbD4Uj0GZTy06zCTjOeVkJKZzqk0nE4%2B3RmlgDHpJwCwwZKOl8SEEH%2B8TQK7R6TiIPAy%2F5M08zWqjpXg4KWF%2FMNQpvipZJ4KZfGsivxCXyinAY16NjMD%2Bkgtfc8pGpAgSyN27l%2BuW3OjjOCnldBAJLpzjAYdBoh3b0yuYkLj7c6iwxR9NHW9WBeGVYjvaTEHVq2t96HA16vtKz3ZgtNuJgpjnNZRGEjbmQuiQEBJ2BdgHxFDqf0F1dQJcS4sIvDHlCASh65anDjgr07Qa98i8Jb1rAbSdOOz0cM9wlKXm7ugzOMTmi8EbeTBIoHrudZ9RSwEtADDsgyFwnxyfzXecDzLGFMmkRrGWCdnWVnSMMcc4cl7NaF%2Bt%2BgTHgy9s1SV05LLaw7YYgNxNKt2kpiEgpahsRp%2F0tarSWdfS3AdWYIAnrT68WTwX1vtPgL7EMcIzmOpOxL7oZh%2BcoizveUkJVmjedZZlkwkno1E7%2BjVJIoz8APlgweTgHUL%2FGciPnYgtfrq4TtxE4adiNQ2ZgyJHWYWmrMlW6ebFkPaAUwzKsAhoGXxXGRGKFObHKQOqFOnGgkyLajFNwhUa4fqva2yI2DlREZ6p0CNOGwR4XCrS4K3SH8pDQGvZIaDcMPtJUoLRM0owJ0iT9QcdRK5IRIIpAOzsUotf3TbAVvbQH8n5voA6kUzw6LqVnwPkmnYxgJLYiQ7hQYlEsYL4k5GCZvd58ypvZfwO5t1fXMTj11hE8GuAZhX78JMPsK%2FJ0yQqDPk4Z%2BJbbXS1tia0EBwCjgWUJsUI18clQ%2FL%2FH39pOY3jRcZFFfW7bC5v98f%2FwQjY4osg1CYvJfYmKVWbiPLEpDvlTEGLjUbCmh74cUqKtsVVr9hspTEdTKrKSRjqUHkhwgyUQeNizUsUp3cLmGnOoxPIuzYDGHFJxwclXasrQR5Pp4%2FX9adXL0zyaNRcp5govE%2FKIiLMyYKgb3rKpuxbm7t8U7GiR8qcIvzarYOuIr0z8D1QgHRWmwQj1jMXJlqpuDBiVUQD80Fnr7quJElyEAs47dXRoms8yEtA2VxNaYbJmUQ%2BlsKhyYLlk2q0QMXQSsMctgTGOka0GYae3AxbsfNKwpf8YnyAYZzDx20P8xvD5aQ4OkVtbj%2FxeO9gPGmBGT3BiXsWroQWXXm7Mw8XnUAttSlNyNEsqWLOLy5MJLmMa9m7Abm0SuOJF9RWA8VDp5xMP%2FI6LaAKUmkqt6%2Fxs1XyWrgcDo5hjmvshCSHhWpwCludJPk5i4bpUhqFw%2BRmK4VAI0O11JGtbQ64l%2By0LUdW7GarSUUwP47kW2CYDEdvsA%2FTXw0I4OPf2SvJ0FKjn7aZxxwVp2xjhpWMTDxaZMkiOxaFFLydXq16fefH2qVJybgXVpioGcKFhS4AjNTEa5T37zLo22Qv1apFD5qUjB9w8yA0vSc2RMiA7xIsRIGBTWOjHH9SZlK6QJGru7w%2Bq2GoC22fzSVxkr%2BWlT9rAABqi3RiLzDxns68PSEUIxqrqFw8oMUhIeL%2BSdTHAvw8M5C0b29DIIfScMQS0TKwvPEq3kAQvxMTC0D%2B7tnB7QNRliGiWl0NuVnIUY7QMwRkP%2FgVT2WDBX08%2BWLDc%2BiW0mz2CZ3IAvWqesMkIe3lWqMvUDL5Q33McSklm9U0P9SHgPGGVlX40diyUBp%2BpfWi%2Fh9sKTOvCRCj%2BeFIWvUXobOyAxrHlhKFGhOiw1vyKUiNMgN3k9No1jfVEpQEU35laY1OWX0u%2BF%2F3AcQq9opTw0RwEyxVosGLDgIkSdn7hs%2BIHrv2jR%2BJUh2kADlTtyX8HxtYxLUhMLj3%2FFpJAhfxzoRspqTIQicEOQtI1iv4n0xi9GiED3BLS%2BriXyEyU1v6KfcGAWCaq%2FgQ5kImR6wna1UoP6KtpT9XLI4EebxCRQriHsHkCOgDlZM8hJEHcCfGIERpbdeZFFHtE3lBjH2cIQ5p7TNVfRTwBkflxGhmddY2YfZbMF0bFv76YdpbH3dxSKmVVsblZW2xdvOxqSIQqbw536IFhJKhELagVlMG3LQqHU43e%2BRZjx4BJExsLcLX1oShyJFvhFevBTFOUF3Exw2yNBWwMCW5QA%2B7UmPhwM7AMOXRddPg6OxuaNAmiDYRKlcHo4FwUeta%2FLSOUyYddHQi3OFkb4z35KYG%2BxJAOZ8LTMyJ%2FCgARNXgZ%2FC%2BfKy8W7VwKPzhRpDnIMS0ClN6sPMpa421GfuLwApsG0C4FpdCsaLM0NtsctgKVSkeql94%2BXUmITqdGBajY4m4NmDFEk2HiFjYtNLmZSxNY1QM4KakEvIQIFts%2BOJ0QCRKvhCmQcfRAjN4VmYgb58CBUMiSUpcyuEfRFZS0SThDQPO4aFcJiNJUvlFdO0s8RaeSdpOSHscV%2BJAIchHCniOYTsEqhdLZtWVSiAw6hEDO7LI4or%2BkXTE6zB0CA9o4NUeZIpS0Fn7Q8lU4X9sZNCO0uPfjoWqOaqDVcbxBJSAs8RV9IcKmOPY%2FLDUnXDLSYfFT1xyNTWRLKRW0kFxctTIuvuU6R%2F%2F9ApGo0EHrqGH7dEmsI%2BgA0UXpfNwWFxUHz9CYK9toXP6IlTFRhuGh7z3bhwL5qzzoRAF8dkwboKslbtuftJDrshFMoBNaIvpSXyAFRCCKFOKEkzCkB3NDQB2qtV%2FANwHNea%2BAUDr6WWScJazRx4glReLp8vQ8sFtz%2BhqehlJO6MM5NMIc8%2FkWnwbE768NqCDKBi%2BpY288WynJ1CT2Kq9%2Bo6rhlUpRatsVIsacJhA%2Bq8M9X%2FUQMRZhshDAvsXwlZfxDn%2BWCfyJyLFA2s54on9a54PSC3WgchQWZLZgEl8xGrFUqCofhkvqYtXjA9XyewEKlnAtD26XlSvqtdhXOT%2Bi5BrX6S6hHVcqbZ8qbh%2BEzffUpCfTG5HULg9DQQaQ6ENkkq3DvUSAQwcxh24qkmtdRoIMDxOVDdy0T2w3afIBABsQGxnqJaAOY1gWawTUuhslaSivzrXaPcRyGhUkH0R541UbNvLKiY070WOGYY4R%2Fg1rfKhHcjoV4p45o21tldJXmpG0XsOekNlYucZlkAWkVUHtjkSeUbdfBMKrGATodKL9arS5JFVovaKRlOWbNJIS6GHxuLt8CX%2BBYQUYDfxlQrQQhL7z6vChINNDAVVN0rXxaKjegwIPOJf7rXfHBBHGpBNpaeLGFXCBrWAdpIwF6mcE7pE2z4HdIxcWkU0QA3TKjZQ%2FPNc4VwWA3OqmXuoleHBmMRLsU3ENaVgIpVnIWvBLVDYNLzVRdIefms6mo9VoRQZ6cCkQSOdK6KDkWEMZkQyIEM6QUltTfQ1xFpxUL%2FlFho06RSy0MhFQCIEh5FrTToDEgpZU4QcT%2FbYWc9XTPTTM6ZiDUk6d8MHSyFOgi3cE0Oh5I2Tv%2FThHNjxg7A0zwweFEVnLpE0Ai8Q9OWYcdB1zNKwLEBtxjc45oHjshf4AMMWhwwRhRdBnjEU3iL3TIBscW%2BvDMwGJnW4omSkqIJxsnzyWwZBg9lQCsSZ2CK25fZnAEtrlT3WZ1xUoqsQBEiEMEmCZAjQU8EhBFQSUEVhPwf6Ekh%2FQtYOKDqg%2BIfAJ8CuQ0oaANSG8CrQwYJAhV0I0D4CXAOIBYAcYMUAO4A0AuQNYAwAWgJAFzA9A0AgoIOA4ARIJoBoDTBVATUAVA%2FfmHjl6j%2B5Pa79V8K%2Fh%2FQfNvjz3P7ler%2FHHh7%2FPw68DnObsHvPy3cPPA5wScuOB7qBzX7b8SuTXQrw88fvOjUnszbV9wOhztB3%2FrTR53FdNbVFq3a82jxmuwOcluBDDjLjOjALxD3%2FQiP39Y7a5Rt0oNm7G8V06nAGXPxV3oiByNCcCfXAkpuOrai62YwdiJaYXnQsst7b8q9lbH1AhQ4fOtIhMRO4kqFfJyARyYkd8VFgh1WJGVCPlA1ZMLjSDAUNwDDwkxBcqWcEmILYipcSYqtCIqlSAqaSAqUCAqkjRU7GCpiLFSkWKlAgVIxAqRiBUbDiowGFRIMKhYMKgwKK%2FYQV6wYrughXTBCtmAFaz8VpvxWa%2FFYZ4KujsVY%2FYqr%2BxVOdCp85FSnwKkjcVGeoqJdRUiaio4xFRNgKhy0VBtoqArRXysFeyurkV1bquqMqqonq%2Bh2r6EqfoBp%2B%2BNH3jn%2B5M325m%2BzqX6%2F4%2FrnjqtKKqtoqqPhqmWGqVIapJgqjWCqxYKqxeqp52qenapVdqkp2qOnaopdqh52qD3Krsbqs1uquGqqZaqmdqqVmapLZqjdgLkVYtPvgiXswWobLWxLWyK0qjACE6uL48VDS74vVFa9UPr1QitVAa1XzWq9S1XKUq4ilUQUqiClULTqhKdUDSqgSNX2hV9IVfB9XkdViTasMbVeTarwZVcjKrSZVYS6q6XVVS6qiXVCBdUEF1fgqrzlVcsqrdlVbQqrWk%2FZ8n7Vkfagj7JEfYwf7Cj%2FXof68j%2FW8f62DVWIarWDVaUarJi1YsWrEC1XsWq9C1XQWq1iVWMSqMBKoqEqhgSqBxKvuJV7g6ucHVwg6tqHVrg6vuFV6QquaFVwQatsDVrwatGDVnAascDVhwaoyAqiv9UO%2FqhL9UBfq%2Bn6vB%2F7kf%2B2%2Fx%2BtVskpnZEuCUxHC%2B%2FYuIK6NNKiB%2FEzIk5DuCcPq3Ew4GQBYmlqw4gUEVMiRKFQwiMCQcTgAAAAEDAWAAF5ItM%2B6bFophhd3N1nA4zIKh4NARWfqCooqII1UQ4kBYJ2AQsGyO2lAp%2B6Xiqm%2FCkfz5urtugisAuGzxeNHQh1A73Vh4dG0%2FNDkMQKtSO%2FBTm3DojsrbF3jq6kKdaxNxwpKvTKteAnM7mCQ85oHLN5AxXtO3FxElkoEAFo%2FY7SdVN5daSO3q5Y%2BGBpQAYrusw%2BEY9%2FXMmtYT6y1gbXXfGgzHr8ic6AN9hcvHwEYELAoOjr69A1yaVwaL10euR3YUZUZvQl5xZXoT8YeJLqVKFrjMLT83%2BN7REmekLvRn0TLh%2BZMzVhvjjOcuh7%2FDGoSIzhcgAEyu2q%2BgmErl0SoAyvHf0gOOHkuRFZQSSkFEDSG4HCQ838BiFt5mdNnEIYrPlCai6RoN3%2FEdkyVeA7o%2BHQvKrwD5CYAAo2RJZIeP1xRy%2BlJaWuskPYYJ6GKPdNLzxcio1M6LXHJDQbx0X1i8B9YnLsQYerRiZjBe%2B2alDqaPIASEoxCeRAUMVuivCDeCNo43Zi%2BmFz4viBZJrJMbwxhXGCv8CUG%2BGpgMJzaVH06hQdq5woKyZyKYDByVHQl05OpUqPrSuURMAxrqnfhkQENbMcnlzk3MLnnmnljBLSdHj488rWP0ithH7Mq2sETRkNmgYc3AZSu6gL%2BCk4IDhPtHR057XmxZs5enMzU7IR5rdjAD5bhqPdP0mGax4%2FBC5rzvd%2FNmFSTuivxBTftCPQY%2BTO9CX4l81r5FFfrkZ1yrTcaX%2FE35vu8hUNdTlgS2iD0q93mIVdiG%2Bzz6ZoWvKaG4axR1VGYKVxYs%2FhBQR7uUeb1mU%2F3VlT93WVa55WteFObdmuaGauUaHua6G9Lh9q5rpXj%2Fwgi3iPylvEGKzMA9lXBUjbXHUnsEBSjM4dcmrgF7f0G9lwAQt4RLmuXHbpvBr9TrIO6tAdGiB79MRHozMKD8uVjof8zfR8GjzHzhs033A2Py%2BejgTAGqXxpL%2Fw2WVk1lFTJqz%2B0kBeRuJCR5GRySPRQSmUbztwmWP9kLIWUhlXSVdCicr0AP0QVDW1JhE6NsgqFunp2ST1zYgQv6Qnhu0JlL3GiFmbc6pMG8mzBJsoRi1z3Z5NTM0f1ndDFjciaUQqsNg6uq3fi8dFUAWOQGs1VX8XhLFmvpemPhnFsJ4EJp5fMYZskQQsqfYfD9NJDx6cnQ0sTSuR2L40hG49L%2Bmrs3RoC4ghACgxYOijJAtdpXHsZI0rFXEhZYgy3algwWFOreuLxQmZTNtXroCxgYhVHmAFChJHArQSkYK5FLPlzPCQ38AzsClDlC4ke6RHiVatgqkBMcH5a6mGXLmcLkgxPCTi3IYssNhBMcXoBJkK7iAw%2Fq1cJO27YZZ1dgwK6TjpcOKZhOClzaJK94ByvnLhalwYwwHNGbpKKrMoiCUVvMU4ZDGftbGmdYDSWM4M18njvCm2QeRAFzCJCDrWq4fFsh0jgTZAy3lAyEhSb5p3l%2B7zqhPPDOxcQ5kAj9XEi83gCXQDB330FUKUN8JTMzokg%2BMHLm0D3oGAQxNjGVUC4qv3mNqY80W8Wma%2FG%2FRJg0Pokw2Jil%2BUKRbOEH5QZhYg2DwSICOBEYPtpPgwWBiCfyJ0YCZEGKrTfFYsGyw21JEW52PoQdw%2BSszylGkFpTMhd5kWLnyTIQai8z1ij55qLRN75GxKwkR9E1MhMUCbxmmw63GyiBjM6OORqQNMpJtSUqMssFsiIRB3bOWC1CBqx4cDrtymvUnfKZrNpclIQX0iC%2B0SWyKIyxEbrSIkB4ly9nnkYJu6fFFI5UkewzCvGzpCmkfDtvWO%2FvOQBSKG%2Bw4WeOGpxQqahRKjqs7pmglalwleZKZnV2WNi1CBepIZxSes8CtZlRI0GWmUOVcYlpvK0hUKRhWaEyXRViM53DzUU8eSDYlUJQqDMmUYc2RuqTtfeLBUIWJzpxmeJiOCoAXmCaSqYM441iWisAz0U0EQHSkfuH3o9uyZk0g2C%2B1Huy1lYiCySpvTSdjMKwTiKdQVCax08qRNA1Vs2wiL2IyamfCpg%2BlZwXvOo2sB1QB9xIdX6Bj6VzRgd4UoHI9PenyASnBA8k3EjsE1S2ipMclWB3LPJeWzSHOikaNhJsFX5zoP45XxaGhDK%2FpP%2FDIYztiS6vqMPACWcgP2kpZWjOfJBHYRQNI4tp3WUQGWpE8ZqoZEFvYJaFCTkUJPdTqeYpTEWodgDyHYOTQomy%2BoKxLC8BtejPZfK3UMphCswZ56qASoLK60kVHNgZzT8%2FUWcqkls5xsQ57uoPAv%2BCrnsSCROispXTpjPKe4ND10sCf%2FElOsPgR%2B1K2fX5hXhJfNGzBWCpiE4EjGUBgUzovLqcdL1yqDbTutsHLe0YqwBcpKRqcP65%2Fvot41Eg4cbCrFOObHzAyIO3Np2zmgIymMqrmdZ5wgWiOKMA%2BV8kKigbnyOAnZzQK1uMozbw7SBWI%2BtpCLJTN4yFsnUOPsR6JqbOmnG2mYUYJV0I%2FFDRgDb2YBKeBAzYRv4d82IRIjKNJ6kthxBIf4f6tg5Rewqogb%2BBL89Xa%2B8Y7mPwJBnr%2BqyHL3Me2KqwE3nnFG4NiIrI%2BvziW0DG1jcQIHeE7iAwtWHXwFYTmEfOmdkgt4Pr1n2vJwnSQymN0R0NLRTgAHjDVSIfITmkvlvfz7MU64jgUChw5hCXsYgG5gXyQ1osKsxCRhvPgsghFG5zI1CXCBIAwKkjyKLeqBc%2BfEUFiCvfGOta3gR%2FU26my2RNT0gywIO1yxoMTM8Mlfo35lpDQ4jfU18jrE6QiUumMhcIndvm8iDoRH8amzyNFXNUKcSoCnh5AQYr61lElsUE1avUS%2FnDanpv%2FZFa3VH2JIq5OrC2wDxYOhlkZf5BIr5I2JAQY6MewSa45Ob%2Fz%2BEjpgzBQTlG3AdVyHpu2GkjfOxGCSQ%2F4KBsYV%2B4WC4tHrRIEC3vi8DWBGimk2R3cQNWDhpiR%2F9KQZE618tdreVPJR485XjWwoxbnLTn6IZ4EjKrhRraDtVPs4zmDldmpWjWM5L49vWKkkh21cJ0GELX5Hje5CUKJRNkIrvqKWk7bw8b7gYD5fEhk7VgXTHJI0UsIqSimKH3B62CsLrQWXjB%2BoWwKWamDL6RlAYnwhMdNFIyfJuJIyo2hI%2BRLmmREVRHaJdaBYDQo4bDl91nK3Zy7hcqlXpT%2F%2Fg9jl5m4DVYTnaJOAoq7zjeA2QzPBWRnDjFKG0AJybS5gxwd7oVkVIAgAqWCrwA2TuCFHn%2BlQSxm2EjeZemixAGSIByWTtmzQII9iyI6QxlnEfiedIUpRSDRKzAojtJx830mEfqcSqHRLRGSUmpIkhYAfBXhL3h5wRAsiPnzp5CmVoG70nYHSlNBsQEOYNSYjVHmDMCMyyhMYHx%2BhksBoo78rYc0vB6ClzXpCsSQL0xuJj0lRG0q3NgS%2FgqHn0%2FdBeijOqfmwAAwNmamjdRSr62goEAhLCK0y0mqVtUz8B3F3pE3rUMN9wQoCtpvRAK3sFTK3tcPZnt6Z27rdUEcCb1qxd8b7ARVibBsC%2BRyonUCCcPwOsBKtzEuPpnx3V%2BQo3FTRLkQsTzT%2Ft5GIpAhUffp2BuiRh%2FhQEK3waIhUoJczWFQtyb9PP5ODdKmoRpQHa5EoivjH117VzUEyb9h3I8XFhYGY2GgobkujLXrm%2BbJ7HN7wo3WOTojHaQLy5ZQH60wuIar4h1s2FLyTWktIBtEtP6PSDSPebTewSizvHczvHVzmh8LyM8TZbIzBlYhsTDRW2MtA4tMbKoUyaOwZNB0EcTEoAHayrWzlDMhazQx8GCH8%2BXZI4EskKhE1hnN1De89ZjtBMDWCxLN%2B4bn5AnyOhxpTflbO1kA%2F0EGhUliSyMtWT0UMb%2BqEPinhEFYyHEbAUyp8tYuqYDRipLscjyGJA3zbmKdMTMI8V72v2ZQ8R1C6WY4qjndJBCREkDNEWaBovAOsU5JvqCCECn5%2Fq30Wfs27Q1NX3PB1CxWQYK4rW6gl2DEhCJLvzF%2BBEKd6LLjbQMVuJRpueMSQJN40n5WAdyXvuYQeXUQsoQDysgsemARNTywlJKFiZeuo5AiRfoTmTq6hkwijNVgqADIQ0SrFqBN9hK5RC2ZzmikwVm0CCZzso1HPlzzN0IP%2BQCIQZ%2FzA%2FJ0cIiWLfbbDGvgdRmzRiOWxhWyl0iXpQfpiIVEQuNo2d7rj0OZeiVOeay6x5oKlhwZCcg8KUij44xrtH4IX6UM37YQMPXh6QvlpkcPG94IVYA3iwMJ0L8LuuaogTlCTJsenAjL0PQ7L1Pi8hmGJdOqOJeVo7ECLPOdRHN4hjBEITrTPlmX622a1Nkllc%2BXvRIMYsWFbQasKlkKf0TuoImAklJXaN12zLmMOiREi6fUAhVGrkOVhqjWR2eenOmgUY7GLcmbnAqWpftrThQTmBEC5zJQBDcPyN4AoXnInBM2UJew3uo3Osd%2FVotG4JFRB1dhhN21R2ig74o0Jw8ZN7VnA0lWB0lDFZ5PDtyXLlhvcGuF0S6Wr3U2CqpnkDjwB2mBQdPGRuL5x1IFo03LEOsHEh4MKRvE9edrMh0Snaf0cShzOIJdiyBYWbPeMzTRGYsBHAfX1laNIl1ZVxzggRI5m51PG59wVXQ7HQGRYRRnGy89qI5okgmTpsdUtZgAxPvJ%2BWcqIbSWx6tf5yN%2BuJkKOjROUqEcP4y6WDOTFIXxQkr7hHBS7hmbyT8AljD77OJLW4CQGYAb2Pei8bNTgMttEECV0uBXZksyIJd39JlDyojumSt0T2TM5i3S2cviYGBEzQtmTKzAFB8QEcXkZq4YmJ%2FTDWdYLS0Kazft%2Ba%2BC7HwNZAJaVEY3kfqPHY2SBxchsqiGqJLn5a%2FmjEa8QgmABHka5AWJ%2BG18I9w3WjonkFGEwKhtgp0j8YPUeYEncSOLNhhwVJnEiplRLfp6lN7z5sAMYVx%2BA71pVUbhIzIaaNzUbAarADBLMSSoXqKXumbEiOijClhzIbSA5gGB2qtutd0MjQyWBaAzJmfqki7MMaEQAOCXbwaXixbEGNFnHCqmWg8qjxIZ0oeAxEPKD1A7yRyuS4AIRwOrQJ6DxVHVPpAc7aCkBHpHC9GMxBqe9Qt62zjQGJy9sjB5efNIj3%2Fyv2r6z%2BSM%2FzuFE0Za9wOJ37u2rcQy7P6SvWZqCuEJKtvjAUTarXAcyMQRrVOlrD0HTsN2KDiUivtwmgj5U9inAK5%2BC4IqL6iNHhU7OH98NmQILOWxNwJiPwwlnf1QAEMLagJuGLoYUdlqBRDn8QcRAg9AuLhe4myJn%2FEoxUfepXHhZ8Dk0BKaH6znSNmNJJ2IRdEvxoTfFkKRNn0cEvSio6ek7OG7AZljFvqNgRejEgmOwp7toPkAA5CIjKCsWmYPIlxUdVDDj%2F6UQEQZwMPCocey9jKiCj3ryLWjtGlYDdewTAsT%2FytgOZKoG6jDf%2FUzE%2BDBwpk%2FPx891KJ7wcBDtmnc4Zr8PjCwfnWIE7Tz5Wh4XZOloMKHqBYibF9JCb589kpcmC6MqgAH60Nwcj%2BnBhrvYWI7IfIiYD0IThyXLu%2BBjtuDKdFNmVqTy8ELHUIcco0LUngtn%2BupQtGnWSsHRGOZxzUOEULCoCKWugvY7ZqEN0MDmNHqeKtmwQSOPoR%2FZ0KGKGB2wdDYj1CrZsodEQx2TukU2%2FMDvJyPuRgDSC80jH6IO5DbRYrS0rIXfANDM017avY1V29khrSTX8G%2FWm5HQ3j02j1MGoCeHm%2B25tIebrUOsJUhfKhD0EIEeXj3%2B%2BQ43UQYWPGKRd5tI6RgOxzkuNv3Ji8YcsIU0cpJNn1rQt1eBb5t%2Fe6vSIMsxyrbVRxAHaSs8%2Fijk5AW1W3ajQf6DP51FkKbjEEaQp7ThQOL8pUajXNZgjP%2BAGWp2PntYtYtaMRzL3lOTlAMAU2jKG8l3wMD%2BbxPb8RDFLiiPnwnwm42DzJDXbmbGIZ0jLkON0Ub4bgHg3f5pBR%2FoVAu0YDFztE%2Bzps%2BP3bAAWSgSxlY2S3LazAF0KZAmzACvKJ%2FMz0beXxl%2BeIEFgZCLRMTD0eI7mFnojAK95ZgCTCfQOybhXCo6576fGouBIpcPFCU9ALkeU0pQaG70p3LmSrRNvUUN3vI9R8lCXjgQBKD9twFivCVAT47aBVWQPv7zSwNj8Un%2FSFG3FqLOS5c%2BWZHKZKVGCPSmIgHEwoN5C6HgtxiaB5%2BUvBrgQmTbO5rMJ%2BCuldZzfzxgdXp9XgD508hFWCeR8zw0tDDW2xoicZACrgqgnQ48NRFvjGjGQLa0bZ%2FYIPRHYC9plKdMERvlMGhAQeqDBMhf6LZGmyElMCwEIYOo1BZ6PH7%2BWHUp1YWZa7wqK1XoOCvECZSwoJH1Mkaogtg1cnvzmDI1q5S6K8zNTnhUkglWVoNqdHdJkfg0Fxp37eM%2FnNEjkRlbYvQhIWSCHT%2FqEBqUlbxYgGY%2BMSFSRxt4bg1PVnRhKNZIXooJOn0HVNY%2FcfiwOh4kjntxHmybS7MJkM71QCMhZGbYSMrJ68qAj1YN82a3v5utE6PJoWbuOva8RkRMPNZOJG3h4NcQ9LTUNP7WRG34U%2B6pZFDjhFpbJyEq7ddJp5LrxHhOcWeKH5m0I1Q2anhxKm%2BO1yIfm7BGh7B%2FjqYiPKEBJ6cFrT2ZB6TmSyLIpnTVkU%2FYqVla2WfZcp7SSoTzv6vLYtG8AgtXlxfWZxN6Gzmta1EwxIU6yE9s0x%2FZlSkSYE8X5a7%2FVPKA%2Flig684F00nmacRk4WooPYSFBnHTa1ebr6zgD%2BMcOV4BeWlJJLrL0qnYZSAVtBA5UxpOASkxyTpYRBUMiUqxjxU%2Bce5iSPwywJQRsno2JDcLSzoQnpUALmNJE%2BWSFPdsteXHMocr%2FC0IqI26humQ1wKQoHcGmUNYBVwIFZqI1azUTzdFmIOugxHeiO7FGrlsIVmnE3L1JrCuYeQCJCpQc%2F0JCGgQIe79NvrOoYeDQJ2REZcyhK7ihxb2NeHkVj0aI0LIicFJjQk21YaBO4G64TBu2IKBTzYheH2CASyWnlbZNFDbFlJqA1Q4kIljGpwnmhmXbOSQEgWsMmsHkBZYKRUWBv9HZZ1N1JSN64WPlCBOt7zqAJMKpczyNBpzQk5o%2F%2FxDjQg86ozQyN4waltVoDaLJOfWjYqewlULt9QO8N4AqlP%2Fo1ZIqJMaZ%2FORyILlDFoGoeY2%2FswI7MBMVXSMJXCUeRsJjHIU6kNEsAqZoBDoHo8Y8pZtM%2BGL8OLfcPdBbsbvRZuDQcyyrZ42OoTsMJ2GH21od%2FRCfgHrkeCyZfMOkWTSYgXtqYxGIGLcI5gKg%2FZR2xnb1upteR3rcNGITv8oKHpUWdLK9kIZlFfEtPUNAgnOY66o0dWYJq2a0UT3usCxxDZm0UIViE7Q13vLoyXH6VgLZoJt476o2dZ1DSsnihertfmTnTdREBRHm5ASIGxMbMSITKCmV5fMqgFiewxFtxqh5yfCPkm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\"><\/script><\/p>\n<style type=\"text\/css\">\n pre:not([class]) {\n background-color: white;\n }\n<\/style>\n<p><script type=\"text\/javascript\">\nif (window.hljs && document.readyState && document.readyState === \"complete\") {\n window.setTimeout(function() {\n hljs.initHighlighting();\n }, 0);\n}\n<\/script><\/p>\n<p><\/head><\/p>\n<p><body><\/p>\n<style type=\"text\/css\">\n.main-container {\n max-width: 940px;\n margin-left: auto;\n margin-right: auto;\n}\ncode {\n color: inherit;\n background-color: rgba(0, 0, 0, 0.04);\n}\nimg { \n max-width:100%; \n height: auto; \n}\n<\/style>\n<div class=\"container-fluid main-container\">\n<p>Fitting a logistic regression (<em>LR<\/em>) model (with Age, Sex and Pclass as predictors) to the survival outcome in the Titanic data yields a summary such as this one:<\/p>\n<pre><code>## \r\n## Call:\r\n## glm(formula = Survived ~ Age + Sex + Pclass, family = binomial(link = logit), \r\n## data = NoMissingAge)\r\n## \r\n## Deviance Residuals: \r\n## Min 1Q Median 3Q Max \r\n## -2.7303 -0.6780 -0.3953 0.6485 2.4657 \r\n## \r\n## Coefficients:\r\n## Estimate Std. Error z value Pr(>|z|) \r\n## (Intercept) 3.777013 0.401123 9.416 < 2e-16 ***\r\n## Age -0.036985 0.007656 -4.831 1.36e-06 ***\r\n## Sexmale -2.522781 0.207391 -12.164 < 2e-16 ***\r\n## Pclass2 -1.309799 0.278066 -4.710 2.47e-06 ***\r\n## Pclass3 -2.580625 0.281442 -9.169 < 2e-16 ***\r\n## ---\r\n## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\r\n## \r\n## (Dispersion parameter for binomial family taken to be 1)\r\n## \r\n## Null deviance: 964.52 on 713 degrees of freedom\r\n## Residual deviance: 647.28 on 709 degrees of freedom\r\n## AIC: 657.28\r\n## \r\n## Number of Fisher Scoring iterations: 5<\/code><\/pre>\n<pre><code>## 1 2 3 4 5 7 \r\n## -0.4716467 0.4224490 1.0794775 0.4005642 -0.3747404 -0.8821915<\/code><\/pre>\n<pre><code>## 1 2 3 4 5 7 \r\n## -0.4716467 0.4224490 1.0794775 0.4005642 -0.3747404 -0.8821915<\/code><\/pre>\n<p>For \u201cnormal regression\u201d we know that the value of <span class=\"math inline\">\\(\\beta_j\\)<\/span> simply gives us <span class=\"math inline\">\\(\\Delta y\\)<\/span> if <span class=\"math inline\">\\(x_j\\)<\/span> is increased by one unit.<\/p>\n<p>In order to fully understand the exact meaning of the coefficients for a LR model we need to first warm up to the definition of a <strong>link function<\/strong> and the concept of <strong>probability odds<\/strong>.<\/p>\n<p>Using linear regression as a starting point <span class=\"math display\">\\[<br \/>\ny_i = \\beta_0 + \\beta_1 x_{1,i} + \\beta_2 x_{2,i} + \\ldots +\\beta_k x_{k,i} + \\epsilon_i<br \/>\n\\]<\/span> we modify the right hand side such that (i) the model is still basically a linear combination of the <span class=\"math inline\">\\(x_j\\)<\/span>s but (ii) the output is -like a probability- bounded between 0 and 1. This is achieved by \u201cwrapping\u201d a sigmoid function <span class=\"math inline\">\\(s(z) = 1\/(1+exp(z))\\)<\/span> around the weighted sum of the <span class=\"math inline\">\\(x_j\\)<\/span>s: <span class=\"math display\">\\[<br \/>\ny_i = s(\\beta_0 + \\beta_1 x_{1,i} + \\beta_2 x_{2,i} + \\ldots +\\beta_k x_{k,i} + \\epsilon_i)<br \/>\n\\]<\/span> The sigmoid function, depicted below to the left, transforms the real axis to the interval <span class=\"math inline\">\\((0;1)\\)<\/span> and can be interpreted as a probability.<\/p>\n<p><img decoding=\"async\" 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\" title alt width=\"768\" \/><\/p>\n<p>The inverse of the sigmoid is the <em>logit<\/em> (depicted above to the right), which is defined as <span class=\"math inline\">\\(log(p\/(1-p))\\)<\/span>. For the case where p is a probability we call the ratio <span class=\"math inline\">\\(p\/(1-p)\\)<\/span> the <strong>probability odds<\/strong>. Thus, the logit is the log of the odds and logistic regression models these <em>log-odds<\/em> as a linear combination of the values of x.<\/p>\n<p>Finally, we can interpret the coefficients directly: the odds of a positive outcome are multiplied by a factor of <span class=\"math inline\">\\(exp(\\beta_j)\\)<\/span> for every unit change in <span class=\"math inline\">\\(x_j\\)<\/span>. (In that light, logistic regression is reminiscient of linear regression with logarithmically transformed dependent variable which also leads to multiplicative rather than additive effects.)<\/p>\n<p>As an example, the coefficient for Pclass 3 is -2.5806, which means that the odds of survival compared to the reference level Pclass 1 are reduced by a factor of <span class=\"math inline\">\\(exp(-2.5806) = 0.0757\\)<\/span>;with all other input variables unchanged. How does the relative change in odds translate into probabilities? It is relatively easy to memorize the to and forth relationship between odds and probability <span class=\"math inline\">\\(p\\)<\/span>: <span class=\"math display\">\\[<br \/>\n odds = \\frac{p}{1-p} \\Leftrightarrow p = \\frac{odds}{1 + odds}<br \/>\n\\]<\/span> So the intercept 3.777 (= log-odds!) translates into odds of <span class=\"math inline\">\\(exp(3.777) = 43.685\\)<\/span> which yields a base probability of survival (for female Pclass1 of age 0) of <span class=\"math inline\">\\(43.685\/(1 + 43.685) = 0.978\\)<\/span><\/p>\n<div id=\"why-make-life-so-complicated\" class=\"section level4\">\n<h4>Why make life so complicated?<\/h4>\n<p>I am often asked by students why we have to go through the constant trouble of (i) exponentiating the coefficients, (ii) multiplying the odds and finally (iii) compute the resulting probabilities? Can we not simply transform the coefficients from the summary table such that we can read off their effects directly – just like in linear regression?<\/p>\n<p>The trouble is that there is no simple way to translate the coefficients into an additive or even a multiplicative adjustment of the probabilities. (One simple way to see this is the impossibility of keeping the output bounded between 0 and 1) The following graph shows the effect of various coefficient values on a base\/reference probability.<\/p>\n<p><img decoding=\"async\" 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title alt width=\"672\" \/><\/p>\n<p>We immediately see that there is no straightforward additive or multiplicative effect that could be quantified.<\/p>\n<\/div>\n<\/div>\n<p><script><\/p>\n<p>\/\/ add bootstrap table styles to pandoc tables\n$(document).ready(function () {\n $('tr.header').parent('thead').parent('table').addClass('table table-condensed');\n});<\/p>\n<p><\/script><\/p>\n<p><!-- dynamically load mathjax for compatibility with self-contained --><br \/>\n<script>\n (function () {\n var script = document.createElement(\"script\");\n script.type = \"text\/javascript\";\n script.src = \"https:\/\/cdn.mathjax.org\/mathjax\/latest\/MathJax.js?config=TeX-AMS-MML_HTMLorMML\";\n document.getElementsByTagName(\"head\")[0].appendChild(script);\n })();\n<\/script><\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Interpretation of the coefficients in logistic regression Fitting a logistic regression (LR) model (with Age, Sex and Pclass as predictors) to the survival outcome in the Titanic data yields a summary such as this one: ## ## Call: ## glm(formula = Survived ~ Age + Sex + Pclass, family = binomial(link = logit), ## data … <a href=\"https:\/\/blog.hwr-berlin.de\/codeandstats\/interpretation-of-the-coefficients-in-logistic-regression\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Interpretation of the coefficients in logistic regression<\/span><\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,3],"tags":[],"class_list":["post-18","post","type-post","status-publish","format-standard","hentry","category-allgemein","category-r"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Interpretation of the coefficients in logistic regression - Code and Stats<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blog.hwr-berlin.de\/codeandstats\/interpretation-of-the-coefficients-in-logistic-regression\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Interpretation of the coefficients in logistic regression - Code and Stats\" \/>\n<meta property=\"og:description\" content=\"Interpretation of the coefficients in logistic regression Fitting a logistic regression (LR) model (with Age, Sex and Pclass as predictors) to the survival outcome in the Titanic data yields a summary such as this one: ## ## Call: ## glm(formula = Survived ~ Age + Sex + Pclass, family = binomial(link = logit), ## data … Continue reading Interpretation of the coefficients in logistic regression\" \/>\n<meta property=\"og:url\" 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