A Mixed Frequency BVAR for the Australian Economy*
A mixed frequency vector autoregression (MFVAR) model is proposed for nowcasting, forecasting and backcasting Australian macroeconomic indicators at monthly and quarterly frequencies. A novel augmented Minnesota prior for MFVAR models is also introduced.
Kelly Trinh, Jamie L. Cross
wiley +1 more source
Manoeuvre Target Tracking in Wireless Sensor Networks Using Convolutional Bi-Directional Long Short-Term Memory Neural Networks and Extended Kalman Filtering. [PDF]
Peng D, Xie K, Liu M.
europepmc +1 more source
Abstract Adopting a low‐emission diet and choosing low‐emission transportation modes are among the most effective strategies for mitigating one's individual impact on climate. However, interventions targeting these behaviors often fall short because they focus primarily on motivation, neglecting volitional processes. Guided by the Health Action Process
Dario Baretta +2 more
wiley +1 more source
Heterogeneity in Imperfect Inflation Expectations: Theory and Evidence from a Novel Survey
Abstract Using survey data from Germany, we study heterogeneity in how households form inflation expectations. We elicit (i) uncertainty in perceptions of current inflation and (ii) how persistent households perceive inflation to be. Combining these with standard survey questions on inflation, we infer laws of motion for expectations at the individual ...
ALISTAIR MACAULAY, JAMES MOBERLY
wiley +1 more source
Real-time prediction of bladder urine leakage using fuzzy inference system and dual Kalman filtering in cats. [PDF]
Qasemi A, Aminian A, Erfanian A.
europepmc +1 more source
Performance enhancement of diffuse fluorescence tomography based on an extended Kalman filtering-long short term memory neural network correction model. [PDF]
Xing L +5 more
europepmc +1 more source
SHAKF-PU: Sage-Husa Adaptive Kalman Filtering-Based Pedestrian Characteristic Parameter Update Mechanism for Enhancing Step Length Estimation in Pedestrian Dead Reckoning. [PDF]
Tseng CH, Wu JY.
europepmc +1 more source
Correction: Bayesian inference of kinetic schemes for ion channels by Kalman filtering.
Münch JL +3 more
europepmc +1 more source
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Nonlinear filtering with exogenous Kalman filter and double Kalman filter
2016 European Control Conference (ECC), 2016We propose two variants of the Linearized Kalman Filter (LKF). The model linearization is made about an auxiliary state estimate that can be seen as an exogenous input to the LFK, and the resulting two-stage estimator is called an exogenous Kalman filter (XKF).
Tor Arne Johansen, Thor I. Fossen
openaire +1 more source

