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In this case, complexity information for estimation for the next frame cannot be used, and we should update the complexity information.
Hence, each camera in the network has the knowledge of the global state of the object which can also be used as the prior information in the local estimation for the next time step k+1.
To visualise the different effects of the independent variables in the different time periods, we estimate a fixed effects panel regressiong for the first 15 time points (e.g. 1977 to 1990) and then we repeat the estimation for the next 15 time points (e.g. 1978 to 1991) and so on.
9 There were 12.8 working age people (15 64) per each old individual (65 or more) in 1975 in South America; this number fell to 11.4 in 2000, and the estimation for the next few years suggests a significant fall, with 6.7 working age people for 2025 and 3.7 for 2050 (United Nations 1999).
To visualise the different effects of the independent variables in the different time periods, we estimate a fixed effects panel regression for the first 15 time points (e.g. 1977 to 1990) and then we repeat the estimation for the next 15 time points (e.g. 1978 to 1991) and so on.
It was expected that the prediction interval could provide better estimation for the next single observation than the confidence interval.
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Fix the values σ = σ ^ and β = β ^, so the remaining parameters requiring estimation for the NEXT-peak model are θ = (θ1, …, θ S ).
Then, relying on the fact that the model becomes linear when certain variables are fixed, we propose a heuristic algorithm that solves the resulting linear program and uses the solution to improve the variable estimations for the next iteration.
Then, the estimation of the next image begins.
The safety margin α is computed based on Jacobson's TCP algorithm and is used to correct the error of the estimation for the arrival of the next message.
Due to the structure property of multi-sensor array, we give the PARALIND-based identifiability results for parameter estimation in the next section.
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