id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
dem-4196	Orzeszko, Witold	Measuring Nonlinear Serial Dependencies Using the Mutual Information Coefficient	2010	10	.pdf	application/pdf	3588	150	66	Measuring Nonlinear Dependencies in Time Series There are various methods to measure nonlinear dependencies in time series (cf. Values of ki for M5s and M5 k series 1 2 3 4 5 6 7 8 9 10 M5s 1.4787 0.0000 1.1206 0.0000 0.9817 0.0000 0.8640 0.0000 0.7505 0.0000 0.6895 0.0000 0.6344 0.0000 0.6310 0.0000 0.6173 0.0000 0.6070 0.0000 M5s_ diff 0.1390 0.5519 0.1658 0.1199 0.1288 0.7509 0.1438 0.4542 0.1496 0.3452 0.2012 0.0039 0.1642 0.1351 0.1297 0.7340 0.1161 0.9125 0.1387 0.5560 M5s_ diffMA 0.1224 0.7971 0.1584 0.1595 0.1225 0.7942 0.1242 0.7668 0.1444 0.3745 0.1391 0.4816 0.1624 0.1193 0.1510 0.2584 0.1495 0.2821 0.1474 0.3179 M5 1.7145 0.0000 1.3154 0.0000 1.0949 0.0000 0.9504 0.0000 0.8414 0.0000 0.7597 0.0000 0.6958 0.0000 0.6449 0.0000 0.5917 0.0000 0.5584 0.0000 M5ARMA 0.0422 0.2714 0.0375 0.6530 0.0417 0.3103 0.0412 0.3438 0.0355 0.8012 0.0396 0.4685 0.0419 0.2963 0.0486 0.0398 0.0434 0.2030 0.0397 0.4640 In Tables 7-8 the results of nonlinearity detection carried out by the MI measure are summarized.	cache/dem-4196.pdf	txt/dem-4196.txt