TY  -  
T1  - Transfer Entropy and Applications to Ecosystem Atmospheric Data 
SN  -  /  
UR  - URN:NBN:fi:hulib-202008173790; http://hdl.handle.net/10138/318355 
T3  -  
A1  - Sironen, Akhilleus 
A2  -  
PB  - Helsingin yliopisto 
Y1  - 2020 
LA  - eng 
AB  - This  thesis studies methods for inferring time series influences on one another.
Specifically transfer entropy is motivated, derived and explained through informa-
tion theory and Markov chains. Issues and solutions for the calculation of transfer
entropy in the context of discrete, coarse grained and continuous time series are
covered. The equality of Granger causality and transfer entropy in the Gaussian
case is explored. Software package TISEAN for nonlinear time series analysis is
exp... 
VO  -  
IS  -  
SP  -  
OP  -  
KW  - Transfer entropy; Granger causality; nonlinear time series analysis; Matematiikka 
N1  -   
PP  -  
ER  -