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Publications by Dag Ljungquist

Recursive Prediction Error Methods for Online Estimation in Nonlinear State-Space Models

Modeling, Identification and Control

Systems Engineering

Computer Science Applications

English

Related publications

Fast Estimation Methods for Time-Series Models in State–space Form

Journal of Statistical Computation and Simulation

Applied Mathematics

English

Nonlinear Bounded-Error State Estimation of Continuous-Time Systems

Systems Engineering

Electronic Engineering

English

Marginalized Particle Filters for Mixed Linear/Nonlinear State-Space Models

IEEE Transactions on Signal Processing

Electronic Engineering

Signal Processing

English

Online Variational Inference for State-Space Models With Point-Process Observations

Neural Computation

Cognitive Neuroscience

English

Numerically Accelerated Importance Sampling for Nonlinear Non-Gaussian State Space Models

SSRN Electronic Journal

English

Network Estimation in State Space Models With L1-Regularization Constraint

Afrika Statistika

English

Bootstrap Approximation to Prediction MSE for State-Space Models With Estimated Parameters

Journal of Time Series Analysis

Applied Mathematics

English

Approximate Smoothing and Parameter Estimation in High-Dimensional State-Space Models

IEEE Transactions on Signal Processing

Electronic Engineering

Signal Processing

English

A Novel Adaptive Marginalized Particle Filter for Mixed Linear / Nonlinear State-Space Models

International Journal of Simulation: Systems, Science and Technology

English