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Merged
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Feb 14, 2018
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brain vomit + data (WIP; don't merge) #1

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a27ac54
brain vomit + data (WIP; don't merge)
Feb 6, 2018
59b8337
A/B testing + more param. est.
Feb 14, 2018
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1 change: 1 addition & 0 deletions data/finch_beaks_1975.csv
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band,species,"Beak length, mm","Beak depth, mm"2,fortis,9.4,89,fortis,9.2,8.312,fortis,9.5,7.515,fortis,9.5,8305,fortis,11.5,9.9307,fortis,11.1,8.6308,fortis,9.9,8.4309,fortis,11.5,9.8311,fortis,10.8,9.2312,fortis,11.3,9313,fortis,11.5,9.5314,fortis,11.5,8.9315,fortis,9.7,8.8316,fortis,10.9,9.7316,fortis,10.9,9.85320,fortis,10.1,8.9321,fortis,10.6,8.5323,fortis,9.6,8.2324,fortis,10.3,9.3326,fortis,10.5,9.1328,fortis,10.5,8.8329,fortis,10.9,9.4330,fortis,11.2,9.6340,fortis,9.4,8.5341,fortis,10.1,8.1342,fortis,9.6,8343,fortis,10.5,9.7344,fortis,9.9,8.2345,fortis,9.9,8.4346,fortis,9.6,7.9347,fortis,10.7,9.3348,fortis,11.8,10.5349,fortis,10.2,9.7350,fortis,10.9,9.6352,fortis,9.3,7.7354,fortis,11.6,9.8355,fortis,11.2,9.8356,fortis,10.1,8.5360,fortis,10.7,9.2366,fortis,11,10.1368,fortis,10.8,9369,fortis,10.2,9401,fortis,10.8,9.4402,fortis,10.4,8.8403,fortis,11.2,9.9405,fortis,11.4,9.9410,fortis,10.9,8.9411,fortis,10.4,9.4413,fortis,9.7,8.2414,fortis,10.2,8.2415,fortis,9.2,8.1416,fortis,10.1,8.4417,fortis,11,10.1418,fortis,10.3,8.6419,fortis,10.2,8.5420,fortis,11,9.7422,fortis,11,10.3423,fortis,10.1,8.6424,fortis,10.7,9.3425,fortis,10.7,8.9426,fortis,11,9.7427,fortis,12,10.2428,fortis,11.6,10.2450,fortis,9.9,8.5451,fortis,10.8,8.8452,fortis,10.5,8.9453,fortis,10,8.7454,fortis,9.6,9.3455,fortis,11,9.7456,fortis,10.2,9.6457,fortis,9.7,7.85458,fortis,11.1,9.6459,fortis,10.4,9.3461,fortis,11.1,9.8462,fortis,10.2,8.8463,fortis,10.3,9.1465,fortis,9.9,9466,fortis,11,10.4468,fortis,10.8,9473,fortis,10.5,9.5474,fortis,10.5,8.7475,fortis,11.2,9.6476,fortis,11.2,9.4477,fortis,11.7,9.5479,fortis,10.5,8.6501,fortis,10.5,9.9502,fortis,11.2,9.4503,fortis,10,9.1504,fortis,10.4,8.6505,fortis,10.8,9.3506,fortis,11.1,9.2507,fortis,10.3,8.8509,fortis,11.1,9.2510,fortis,9.8,8.3511,fortis,10.5,8.8512,fortis,11,9.4513,fortis,11.2,10.4514,fortis,9.8,8.5515,fortis,9.8,7.9516,fortis,9.8,7.9517,fortis,10.3,10.1518,fortis,11.3,9.8519,fortis,10,8.3520,fortis,11.1,9.4521,fortis,10,9522,fortis,10.3,8.4524,fortis,10.2,8.7526,fortis,10.4,9.2527,fortis,11,9.5528,fortis,11.5,10.1529,fortis,11.8,9.8560,fortis,10.2,8.5561,fortis,11.7,10.2563,fortis,10.1,8.6564,fortis,10.2,9.3565,fortis,9.8,8.7566,fortis,10.6,8.9567,fortis,10,8.4572,fortis,12.1,10.3574,fortis,11.1,9.9576,fortis,10.5,8.9578,fortis,10,9.1579,fortis,10.2,8.6601,fortis,9.7,7.8602,fortis,10,8.6603,fortis,10.7,9.5604,fortis,11,9.5605,fortis,10.9,10.2606,fortis,10.5,9.1607,fortis,10.9,9.7608,fortis,10.7,9.4609,fortis,11.9,10.5610,fortis,10.2,9611,fortis,10.5,9.8615,fortis,11.2,10616,fortis,10.7,9.6617,fortis,10.3,9.6618,fortis,11.6,9.9619,fortis,10.5,9.3620,fortis,10.9,9.6621,fortis,9.8,7.6622,fortis,10.9,9.2623,fortis,10.3,8.8624,fortis,11.7,10.1625,fortis,11,8.9626,fortis,9.8,9.5627,fortis,10.4,8.2628,fortis,10.8,9.7629,fortis,11,9.8670,fortis,10.6,9.3671,fortis,11.3,9.8672,fortis,10.1,8.8673,fortis,11.4,10.1674,fortis,11.8,10.5675,fortis,9.9,8.6676,fortis,11,9.7677,fortis,10.8,10678,fortis,11.3,9.7679,fortis,11.1,10.5680,fortis,11,10.4681,fortis,10.4,9.2682,fortis,9.1,8.1683,fortis,10.8,9.4684,fortis,10.6,8.9685,fortis,8.7,8.2686,fortis,10.7,9.3687,fortis,10.3,8.6688,fortis,10.5,9689,fortis,9.1,7.6701,fortis,9.5,8.7702,fortis,10.8,9.8703,fortis,10.6,9.4704,fortis,9.9,9.9705,fortis,11.5,10.1706,fortis,11.2,9.8707,fortis,9.7,7.9708,fortis,12.2,10.8709,fortis,9.2,7.9710,fortis,10.5,10711,fortis,10.5,8.4712,fortis,10.8,9.5713,fortis,10.7,8.8714,fortis,11.8,10.4715,fortis,9.1,8.1716,fortis,10.1,9.8717,fortis,10,8.2719,fortis,11,9.5720,fortis,12.2,10.5721,fortis,11.4,9.7723,fortis,10.9,9.6725,fortis,10.6,9.6726,fortis,9.3,7.9780,fortis,10.9,10.1781,fortis,10.6,9.3785,fortis,11,10.3786,fortis,9,7.9787,fortis,11,9.1788,fortis,10.4,8.9789,fortis,10.4,8.3790,fortis,9.6,9.4801,fortis,10.6,9.5802,fortis,10.1,8.5803,fortis,9.7,8.6804,fortis,9.6,8.5805,fortis,10.1,8.2807,fortis,9.9,7.9808,fortis,11,10809,fortis,10.9,9.4810,fortis,9.7,8811,fortis,10,8.6812,fortis,10.4,9813,fortis,11.6,9.9814,fortis,9.6,8815,fortis,10.8,9.6817,fortis,10.9,9.2818,fortis,10.2,9818,fortis,10.2,9819,fortis,10.4,9.2820,fortis,11,9.5821,fortis,10.7,9.2822,fortis,11.1,9.7823,fortis,10.8,9.1824,fortis,10.9,9.4825,fortis,9.9,8.6826,fortis,11.8,9.8827,fortis,9.7,8828,fortis,11.9,10.4829,fortis,9.6,8.1830,fortis,10.9,9.9831,fortis,10.2,8.6891,fortis,9.9,8892,fortis,11.3,9893,fortis,10.9,9.7894,fortis,9.8,8.1895,fortis,10.3,8.8896,fortis,8.8,7.5897,fortis,11.6,10.2898,fortis,9.9,8.2899,fortis,9.9,8.6900,fortis,9.9,8.7902,fortis,10.4,8.6903,fortis,11.2,9.9904,fortis,10.8,9.5905,fortis,9.9,8.4906,fortis,9.9,8.7907,fortis,10.2,8.2908,fortis,10.4,9.2909,fortis,9.4,8.2910,fortis,10.2,9.2911,fortis,11,9.3912,fortis,10.6,8.9913,fortis,10.5,9914,fortis,10.4,9.1915,fortis,10.2,8.8917,fortis,10.2,8.8919,fortis,11,9.6921,fortis,11.1,10.2922,fortis,9.7,8.2923,fortis,10.5,8.9924,fortis,10.9,9925,fortis,10.7,8.8926,fortis,11,9.9927,fortis,10.9,9.3928,fortis,11.2,9.9929,fortis,11.5,9.5930,fortis,10.8,10931,fortis,10.2,8.9932,fortis,11,9.8933,fortis,10.9,9.9934,fortis,10.5,8.7936,fortis,10.8,9.2941,fortis,9.8,8.2942,fortis,9.7,7.9943,fortis,10.3,9.1944,fortis,10.3,8.3944,fortis,10.3,8.3945,fortis,11.6,10.8945,fortis,11.6,10.8951,fortis,10.9,9.9952,fortis,10.6,9954,fortis,11.5,9.3991,fortis,10.8,9.61040,fortis,10.83,9.31368,fortis,11.73,10.21420,fortis,10.23,8.61433,fortis,11.83,10.981560,fortis,11.43,10.281581,fortis,10.73,9.61770,fortis,10.33,9.281857,fortis,10.23,9.51860,fortis,11.53,9.41884,fortis,11.03,9.152102,fortis,11.73,9.82105,fortis,10.53,9.352220,fortis,9.93,8.52381,fortis,11.23,10.52482,fortis,9.83,8.52939,fortis,9.63,8.312955,fortis,10.6,9.92974,fortis,11.88,10.363642,fortis,11.03,10.288016,fortis,10.73,8.98020,fortis,10.13,8.720139,fortis,10.15,9.1520165,fortis,10.85,10.3520166,fortis,10.95,8.8520168,fortis,9.85,8.5520204,fortis,10.25,8.9520238,fortis,11.75,10.7520267,fortis,10.95,10.0520273,fortis,10.95,10.1520283,fortis,10.55,8.4520285,fortis,9.65,8.8520286,fortis,11.45,10.2520293,fortis,10.25,9.7520298,fortis,10.05,8.95302,scandens,13.9,8.4304,scandens,14,8.8306,scandens,12.9,8.4310,scandens,13.5,8317,scandens,12.9,7.9318,scandens,14.6,8.9319,scandens,13,8.6322,scandens,14.2,8.5325,scandens,14,8.9327,scandens,14.2,9.1351,scandens,13.1,8.6353,scandens,15.1,9.8357,scandens,13.5,8.2358,scandens,14.4,9359,scandens,14.9,9.7361,scandens,12.9,8.6362,scandens,13,8.2363,scandens,14.9,9364,scandens,14,8.4365,scandens,13.8,8.6367,scandens,13,8.9404,scandens,14.75,9.1406,scandens,13.7,8.3407,scandens,13.8,8.7408,scandens,14,9.6409,scandens,14.6,8.5412,scandens,15.2,9.1421,scandens,13.5,9429,scandens,15.1,9.2460,scandens,15,9.9464,scandens,12.8,8.6467,scandens,14.9,9.2469,scandens,15.3,8.4470,scandens,13.4,8.9471,scandens,14.2,8.5472,scandens,15.1,10.4478,scandens,15.1,9.6508,scandens,14,9.1523,scandens,13.6,9.3525,scandens,14,9.3562,scandens,14,8.8568,scandens,13.9,8.3569,scandens,14,8.8570,scandens,14.9,9.1571,scandens,15.6,10.1573,scandens,13.8,8.9575,scandens,14.4,9.2577,scandens,12.8,8.5612,scandens,14.2,10.2613,scandens,13.4,10.1614,scandens,14,9.2718,scandens,14.8,9.7722,scandens,14.2,9.1724,scandens,13.5,8.5727,scandens,13.4,8.2728,scandens,14.6,9729,scandens,13.5,9.3782,scandens,13.7,8783,scandens,13.9,9.1784,scandens,13.1,8.1806,scandens,13.4,8.3816,scandens,13.8,8.7890,scandens,13.6,8.8901,scandens,14,8.6916,scandens,13.5,8.7918,scandens,12.8,8920,scandens,14,8.8935,scandens,13.4,9953,scandens,14.9,9.11014,scandens,15.54,9.741642,scandens,14.63,9.11748,scandens,14.73,9.81841,scandens,15.73,10.41842,scandens,14.83,8.32084,scandens,15.94,9.442397,scandens,15.14,9.048110,scandens,14.23,920122,scandens,14.15,9.0520151,scandens,14.35,9.6520188,scandens,14.95,9.4520210,scandens,13.95,8.6520223,scandens,14.05,9.4520225,scandens,14.55,9.4520252,scandens,14.05,9.0520255,scandens,14.45,8.7520266,scandens,15.05,9.4520279,scandens,13.25,8.35
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1 change: 1 addition & 0 deletions data/finch_beaks_2012.csv
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@@ -0,0 +1 @@
band,species,blength,bdepth19022,fortis,10,8.519028,fortis,12.5,8.919032,fortis,9.3,7.519041,fortis,10.3,9.619044,fortis,11,9.219048,fortis,10.1,8.219072,fortis,9.6,7.819082,fortis,10.9,8.619104,fortis,10.3,8.419114,fortis,9.8,7.719121,fortis,10.1,819126,fortis,10.4,8.719146,fortis,9.6,8.119164,fortis,10.6,8.819174,fortis,10.6,9.419203,fortis,11.9,1019210,fortis,11.3,9.619217,fortis,11.3,9.619224,fortis,9.7,8.119226,fortis,9.7,7.519252,fortis,10.1,8.419263,fortis,10,7.919274,fortis,10,8.319280,fortis,10,8.919288,fortis,11.5,9.119328,fortis,9.5,7.719349,fortis,11.2,8.319362,fortis,10.7,8.619372,fortis,10,8.419382,fortis,9.8,7.719384,fortis,10.9,9.119392,fortis,9.2,7.719394,fortis,10.2,919422,fortis,11.3,10.219439,fortis,10.3,8.119461,fortis,10.7,8.619482,fortis,10,8.419502,fortis,9.7,8.119511,fortis,9.9,819536,fortis,10.7,8.319563,fortis,11,10.319568,fortis,9.7,819602,fortis,10.5,8.819604,fortis,11.7,919614,fortis,10.8,9.319623,fortis,9.1,7.619627,fortis,10.9,8.219642,fortis,12.2,1019649,fortis,10.9,8.219654,fortis,10.7,8.219674,fortis,10.4,8.319682,fortis,9.7,7.819712,fortis,10.3,819734,fortis,9.8,8.419746,fortis,10.6,9.319749,fortis,10.5,8.919774,fortis,12.5,9.719782,fortis,9.2,7.619815,fortis,10.1,919820,fortis,10.6,8.619821,fortis,11.5,8.919829,fortis,10.8,8.619832,fortis,10.5,8.819835,fortis,10.1,8.519840,fortis,10.7,9.219849,fortis,9.6,819874,fortis,10.7,9.419878,fortis,10.1,7.719889,fortis,10,8.419914,fortis,10,8.519921,fortis,10.4,919922,fortis,10.4,919928,fortis,11.7,9.319932,fortis,10.6,8.719942,fortis,11.5,8.119946,fortis,10.7,8.719947,fortis,10.4,7.919952,fortis,10.1,7.719974,fortis,10.8,8.419993,fortis,11.5,9.2519994,fortis,11.1,8.121049,fortis,9.9,8.321052,fortis,10.5,8.521080,fortis,12.2,9.921082,fortis,10.9,8.421087,fortis,12.9,9.921088,fortis,9.7,7.221089,fortis,9.7,8.221090,fortis,10,8.221129,fortis,10.1,8.321160,fortis,10.2,8.421161,fortis,9.6,7.521162,fortis,9.9,8.221165,fortis,10.6,8.621169,fortis,9.8,8.221191,fortis,11.1,8.821244,fortis,10,8.521247,fortis,10.9,8.121249,fortis,10,8.321258,fortis,10.6,8.521259,fortis,10.7,8.121261,fortis,9.4,7.321262,fortis,10.1,821265,fortis,11.8,10.221266,fortis,12.2,11.121272,fortis,12.9,9.921273,fortis,10.1,8.721276,fortis,10.1,8.321277,fortis,9,7.821282,fortis,11.7,9.921283,fortis,10.9,10.321287,fortis,10.4,8.421293,fortis,12.7,8.721294,fortis,10.5,9.821296,fortis,9.6,8.721298,fortis,10.6,921299,fortis,10.4,7.821341,fortis,10.5,8.521343,fortis,10.1,8.221349,fortis,10.6,9.222000,fortis,10.6,919026,scandens,14.3,9.419028,scandens,12.5,8.919029,scandens,13.7,9.519094,scandens,13.8,1119122,scandens,12,8.719125,scandens,13,8.419129,scandens,13,9.119172,scandens,13.6,8.719182,scandens,12.8,10.219212,scandens,13.6,9.619214,scandens,12.95,8.8519244,scandens,13.1,8.819251,scandens,13.4,9.519260,scandens,13.9,9.219270,scandens,12.3,919278,scandens,14,9.819289,scandens,12.5,9.319299,scandens,12.3,919312,scandens,13.9,10.219326,scandens,13.1,7.719343,scandens,12.5,919374,scandens,13.9,9.519401,scandens,13.7,9.419406,scandens,12,819408,scandens,14.4,8.919426,scandens,13.5,9.419430,scandens,13.8,9.519433,scandens,13,819438,scandens,14.9,1019452,scandens,12.5,8.9519466,scandens,12.3,8.219469,scandens,12.8,8.819486,scandens,13.4,9.219492,scandens,13.8,9.419493,scandens,13.5,9.519494,scandens,13.5,8.119495,scandens,13.4,9.519496,scandens,12.3,8.419497,scandens,14.35,9.319510,scandens,13.2,9.319513,scandens,13.8,9.619518,scandens,14.6,9.219526,scandens,14.3,1019527,scandens,13.8,8.919528,scandens,13.6,10.519543,scandens,12.9,8.919553,scandens,13,8.619554,scandens,13.5,8.819573,scandens,13.2,9.1519592,scandens,13.7,9.519594,scandens,13.1,9.119597,scandens,13.2,10.219598,scandens,12.6,8.419599,scandens,13,1019619,scandens,13.9,10.219622,scandens,13.2,9.319652,scandens,15,10.819653,scandens,13.37,8.319664,scandens,11.4,7.819692,scandens,13.8,9.819720,scandens,13,7.919740,scandens,13,8.919747,scandens,13.1,7.719766,scandens,12.8,8.919783,scandens,13.3,9.419844,scandens,13.5,9.419848,scandens,12.4,8.519852,scandens,13.1,8.519854,scandens,14,9.619855,scandens,13.5,10.219868,scandens,11.8,8.819882,scandens,13.7,9.519900,scandens,13.2,9.319910,scandens,12.2,919936,scandens,13,9.219940,scandens,13.1,8.719941,scandens,14.7,919951,scandens,13.7,9.119955,scandens,13.5,8.719956,scandens,13.3,9.421040,scandens,14.1,9.821041,scandens,12.5,8.621045,scandens,13.7,10.621047,scandens,14.6,921053,scandens,14.1,9.521057,scandens,12.9,8.121070,scandens,13.9,9.321081,scandens,13.4,9.621092,scandens,13,8.521093,scandens,12.7,8.221106,scandens,12.1,821109,scandens,14,9.521111,scandens,14.9,9.721113,scandens,13.9,9.921131,scandens,12.9,9.121135,scandens,14.6,9.521136,scandens,14,9.821159,scandens,13,8.421167,scandens,12.7,8.321176,scandens,14,9.621248,scandens,14.1,9.421253,scandens,14.1,1021255,scandens,13,8.921256,scandens,13.5,9.121257,scandens,13.4,9.821260,scandens,13.9,9.321263,scandens,13.1,9.921267,scandens,12.9,8.921268,scandens,14,8.521270,scandens,14,10.621271,scandens,14.1,9.321278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