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Lecture 13 – Modeling Trends
We say that a time series yt has a (time) trend if the s-step ahead forecast, i.e., ,...) , ( 1 − + t t s t y y y E has a time-dependent component that does not go to zero as s gets large. For instance, if yt = a + bt + ut , b ≠ 0 where ut is a zero-mean stationary and ergodic process, then ,...) , ( 1 − + t t s t y y y E = a + b(t+s) + E(ut+s │yt, yt-1,...) The last term goes to zero as s goes...
متن کاملPMBP: PatchMatch Belief Propagation for Correspondence Field Estimation – Supplementary Material
where M̂t→s(ut ) := Bt (ut ) − Ms→t (ut ) is called the pre-message from t to s. Note that the pre-message is a function of ut . In our implementation, we pull messages from nodes, rather than pushing them, which means that the message Mt→s(us) is pulled and calculated when the algorithm is updating node s, for all neighbours t. Consequently, since the pre-message M̂t→s(ut ) is a function of ut o...
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The influence of training status on pulmonary VO(2) recovery kinetics, and its interaction with maturity, has not been investigated in young girls. Sixteen prepubertal (Pre: trained (T, 11.4 ± 0.7 years), 8 untrained (UT, 11.5 ± 0.6 years)) and 8 pubertal (Pub: 8T, 14.2 ± 0.7 years; 8 UT, 14.5 ± 1.3 years) girls completed repeat transitions from heavy intensity exercise to a baseline of unloade...
متن کاملEffect of Time and Amount of Supplemental Irrigation at Different Distances from Tree Trunks on Quantity and Quality of Rain-fed Fig Production
Supplemental irrigation under prolonged drought conditions has a key role in providing water for transpiration of rain-fed fig trees. The effect of different times and amounts of supplemental irrigation at different distances from the tree trunk on quantity and quality of Estahban rain-fed fig production was evaluated during two years. A randomized complete block design with four replications o...
متن کاملSodium lidar measurements of waves and instabilities near the mesopause during the DELTA rocket campaign
The sounding rocket for the DELTA (Dynamics and Energetics of the Lower Thermosphere in Aurora) campaign was successfully launched from Andoya at 00:33 UT on Dec 13, 2004. Though it was cloudy at the time of launch, the Weber Na lidar was operating intermittently between 20:00 UT and 23:30 UT on Dec 12, observing Na density, temperature and meridional wind between 80 and 100 km. Throughout the ...
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تاریخ انتشار 2000