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Paper Citation Record · LEDGER

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method

As of 8 August 2026, this Paper Citation Record lists 92 of 92 outbound references and 0 inbound Pith citation observations for arXiv:2510.02529.

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pith.paper-citation-record.v1
2510.02529 v2

Coverage vector

measured 92 of 92 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T12:43:00.712534Z

measured 92 of 92 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

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measured 0 of 1 external citation measurements

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Reference resolution

92 of 92 outbound references displayed

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Outbound references

Observation 42297be3-a5e7-4173-81d6-e2e7ae0c2d5b · outbound

This paper cites Numerical identification of linear dynamic systems from normal operating records.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Numerical identification of linear dynamic systems from normal operating records

Reference 1

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Observation 73275251-a4be-4b11-aafe-e70aa04542db · outbound

This paper cites A new approach to learning linear dynamical systems.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method A new approach to learning linear dynamical systems

Reference 2

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Observation 16fbb1b6-5d15-43e0-816e-2ab98f897522 · outbound

This paper cites Asymptotic properties of subspace estimators.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Asymptotic properties of subspace estimators

Reference 3

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Observation 8442706c-70d0-441a-a229-090d842b140a · outbound

This paper cites Comparing the cca subspace method to pseudo maximum likelihood methods in the case of no exogenous inputs.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Comparing the cca subspace method to pseudo maximum likelihood methods in the case of no exogenous inputs

Reference 4

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Observation b6e4a98c-55b6-4722-9138-7ecfd197c2fe · outbound

This paper cites Consistency and asymptotic normality of some subspace algorithms for systems without observed inputs.Automatica, 35(7):1243–1254, 1999.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Consistency and asymptotic normality of some subspace algorithms for systems without observed inputs.Automatica, 35(7):1243–1254, 1999

Reference 5

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Observation 108106dd-7e99-4316-9a22-505449b7287e · outbound

This paper cites Analysis of the asymptotic properties of the MOESP type of subspace algorithms.Automatica, 36(4):497–509, 2000.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Analysis of the asymptotic properties of the MOESP type of subspace algorithms.Automatica, 36(4):497–509, 2000

Reference 6

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Observation 12cc1bb7-2dbc-45db-b99d-296446fa82ca · outbound

This paper cites Some facts about the choice of the weighting matrices in Larimore type of subspace algorithms.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Some facts about the choice of the weighting matrices in Larimore type of subspace algorithms

Reference 7

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Observation eeab12d6-1581-4e66-862e-589340ae61fb · outbound

This paper cites Prediction error estimators: Asymptotic normality and accuracy.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Prediction error estimators: Asymptotic normality and accuracy

Reference 8

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Observation 7309029b-e7fe-496b-8536-7642d367d6ba · outbound

This paper cites On the relation between CCA and predictor-based subspace identification.IEEE Trans.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method On the relation between CCA and predictor-based subspace identification.IEEE Trans

Reference 9

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Observation 149bc953-1e02-46d4-9a3f-1b0b8b2502ff · outbound

This paper cites The role of vector autoregressive modeling in predictor-based subspace identification.Automatica, 43(6):1034– 1048, 2007.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method The role of vector autoregressive modeling in predictor-based subspace identification.Automatica, 43(6):1034– 1048, 2007

Reference 10

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Observation 06324ded-66ff-4f05-a9ec-ebc4fe2270b6 · outbound

This paper cites The asymptotic variance of subspace estimates.J.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method The asymptotic variance of subspace estimates.J

Reference 11

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Observation adc4a398-54de-4fa3-8bc9-c8762b060284 · outbound

This paper cites Consistency analysis of some closed-loop subspace identification methods.Automatica, 41(3):377– 391, 2005.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Consistency analysis of some closed-loop subspace identification methods.Automatica, 41(3):377– 391, 2005

Reference 12

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Observation 12ba9cca-1a6a-4d1a-9234-a624cc930a78 · outbound

This paper cites an unresolved cited work.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Unresolved cited work

Reference 13

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Observation 718da5e3-3a9d-4b94-bd09-2068ffe8599e · outbound

This paper cites Structured total least squares and L2 approximation problems.Linear Algebra Appl., 188:163–205, 1993.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Structured total least squares and L2 approximation problems.Linear Algebra Appl., 188:163–205, 1993

Reference 14

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Observation bea836b3-1c11-46ed-96bd-75de9552bc02 · outbound

This paper cites Least squares realization of lti models is an eigenvalue problem.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Least squares realization of lti models is an eigenvalue problem

Reference 15

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Observation c1690883-95e6-4415-9d7a-72b67f17e5d4 · outbound

This paper cites Least squares optimal realisation of autonomous LTI systems is an eigenvalue problem.Commun.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Least squares optimal realisation of autonomous LTI systems is an eigenvalue problem.Commun

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Observation 40acfb01-6faf-486e-94e9-2caa22deedc5 · outbound

This paper cites Consistency and relative efficiency of subspace methods.Automatica, 31(12):1865–1875, 1995.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Consistency and relative efficiency of subspace methods.Automatica, 31(12):1865–1875, 1995

Reference 17

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Observation 0431ee41-c80d-427b-8a65-416cfa43c079 · outbound

This paper cites Critical point behavior of objective functions defined on spaces of multivariable systems.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Critical point behavior of objective functions defined on spaces of multivariable systems

Reference 18

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Observation 980aa9e1-13c7-4fa3-9fae-466ba1269aea · outbound

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Unresolved cited work

Reference 19

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Observation 21d05dc8-4790-41fa-8ec6-35421e8dc07c · outbound

This paper cites Efficient estimation of parameters in moving-average models.Biometrika, 46(3/4):306–316, 1959.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Efficient estimation of parameters in moving-average models.Biometrika, 46(3/4):306–316, 1959

Reference 20

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Observation 45fa20f6-8e84-44ff-9e6b-84936397b954 · outbound

This paper cites The fitting of time-series models.Revue de l’Institut International de Statistique, pages 233–244, 1960.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method The fitting of time-series models.Revue de l’Institut International de Statistique, pages 233–244, 1960

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Observation dd2c19f8-1dd8-4e83-b5c6-f7e954fcb061 · outbound

This paper cites Optimal least squares time- domain synthesis of recursive digital filters.IEEE Trans.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Optimal least squares time- domain synthesis of recursive digital filters.IEEE Trans

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Observation ad29b07a-839d-4dce-b0fe-4602642abd7a · outbound

This paper cites PhD thesis, KTH Royal Institute of Technology, 2018.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method PhD thesis, KTH Royal Institute of Technology, 2018

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Observation 0d60e78c-d5a1-4a6f-b58d-d978b17bd523 · outbound

This paper cites A weighted least-squares method for parameter estimation in structured models.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method A weighted least-squares method for parameter estimation in structured models

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Observation 5bc6d20c-1477-4e81-93f7-3529c6ccfe9e · outbound

This paper cites Parametric identification using weighted null-space fitting.IEEE Trans.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Parametric identification using weighted null-space fitting.IEEE Trans

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Observation 2c9613c7-e011-4c6a-b556-a2e95fd358ef · outbound

This paper cites Estimating models with high-order noise dynamics using semi- parametric weighted null-space fitting.Automatica, 102:45–57, 2019.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Estimating models with high-order noise dynamics using semi- parametric weighted null-space fitting.Automatica, 102:45–57, 2019

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Observation 28601e1a-f3b8-45bc-8e67-e48f2a382e77 · outbound

This paper cites Uniquely identifiable state- space and arma parametrizations for multivariable linear systems.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Uniquely identifiable state- space and arma parametrizations for multivariable linear systems

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Observation c5cc3a9b-0304-4720-8a20-68ebe77c5d6e · outbound

This paper cites Subspace-based system identification: weighting and pre-filtering of instruments.Automatica, 38(3):433–443, 2002.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Subspace-based system identification: weighting and pre-filtering of instruments.Automatica, 38(3):433–443, 2002

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Observation 1b8de9c8-64c5-4580-8b6b-4384809a2f30 · outbound

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Unresolved cited work

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Observation 318407d6-04b1-4d33-a87f-c5cb4778a72b · outbound

This paper cites SIAM, 2012.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method SIAM, 2012

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Observation 521b6962-d406-4034-a5d8-98666e505152 · outbound

This paper cites Weighted Null Space Fitting (WNSF): A Link between The Prediction Error Method and Subspace Identification.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Weighted Null Space Fitting (WNSF): A Link between The Prediction Error Method and Subspace Identification

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Observation d41faa78-e1cc-4637-a675-ad3662faa991 · outbound

This paper cites Range Space or Null Space: Least-Squares Methods for the Realization Problem.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Range Space or Null Space: Least-Squares Methods for the Realization Problem

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Observation 61a903b6-21ca-4315-8185-5247f9b62224 · outbound

This paper cites Finite sample analysis of subspace identification methods.arXiv preprint arXiv:2501.16639, 2025.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Finite sample analysis of subspace identification methods.arXiv preprint arXiv:2501.16639, 2025

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Observation 70f5fe19-f851-4a47-8e4c-d68a270e87a6 · outbound

This paper cites A geometric approach to variance analysis in system identification.IEEE Trans.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method A geometric approach to variance analysis in system identification.IEEE Trans

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Observation 8cc366d2-eec6-4175-9eeb-a0b07af11def · outbound

This paper cites Effective construction of linear state-variable models from input/output functions.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Effective construction of linear state-variable models from input/output functions

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Observation 5fd86ca7-85ed-462d-a50a-84cb91ad8a9d · outbound

This paper cites Cambridge university press, 2012.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Cambridge university press, 2012

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Subspace identification and ARX modeling

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method A linear regression approach to state-space subspace system identification.Signal Process., 52(2):103–129, 1996

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method On consistency of subspace methods for system identification.Automatica, 34(12):1507–1519, 1998

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Prentice-Hall Englewood Cliffs, NJ, 1980

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Springer, 2005

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Consistency analysis of subspace identification methods based on a linear regression approach.Automatica, 37(1):81–89, 2001

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method A new identification and model reduction algorithm via singular value decomposition

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Larimore

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Statistical optimality and canonical variate analysis system identification.Signal Process., 52(2):131–144, 1996

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method IQML-like algorithms for solving structured total least squares problems: a unified view.Signal Process., 81(9):1935– 1945, 2001

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source=pdf_text observed=2026-08-04T12:43:00.600901Z digest=sha256:ba62bf23b7daee572e96ff634af5ba08ea5f5dbbe5b0568d7f46d1b94178ba17

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Interior-point method for nuclear norm approximation with application to system identification

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method On the consistency of prediction error identification methods

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Citeseer, 1995

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Prentice Hall information and system sciences series, Prentice Hall PTR, 1999

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Subspace identification from closed loop data.Signal Process., 52(2):209–215, 1996

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Asymptotic properties of the least- squares method for estimating transfer functions and disturbance spectra.Adv

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Overview of total least- squares methods.Signal Process., 87(10):2283–2302, 2007

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Application of structured total least squares for system identification and model reduction.IEEE Trans

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Probabilistic reduced-dimensional vector autoregressive modeling with oblique projections.Automatica, 180:112476, 2025

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Realizing lti models by identifying characteristic parameters using least squares optimization

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Revisiting Ho-Kalman-based system identification: Robustness and finite-sample analysis.IEEE Trans

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Statistical analysis of novel subspace identification methods.Signal Processing, 52(2):161–177, 1996

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Poskitt and M

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source=pdf_text observed=2026-08-04T12:43:00.632015Z digest=sha256:1ecd404bc5aafa8b7a1d0dff1d23c1ef3d3e4068065d3a8e22825d60b6d98c81

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Closed-loop subspace identification with innovation estimation

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Reinsel, S

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Analyzing iterations in identification with application to nonparametric H∞-norm estimation.Automatica, 48(11):2776– 2790, 2012

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Transfer function synthesis as a ratio of two complex polynomials.IEEE Trans

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Optimal identification of discrete-time systems from impulse response data.IEEE Trans

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method On computing the cramer-rao bound and covariance matrices for pem estimates in linear state space models

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Prentice Hall, 1989

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Instrumental variable methods for system identification.Circuits Syst

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method An indirect prediction error method for system identification

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Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method A technique for the identification of linear systems.IEEE Trans

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source=pdf_text observed=2026-08-04T12:43:00.669158Z digest=sha256:07e9151e5f71a0c217b97a2ff938a175b21d2e9f7f47c15466defa8be26a80ad

Observation 09bc13e1-efa2-497f-89de-84beef2463d8 · outbound

This paper cites Weighted ls and tls approaches yield asymptotically equivalent results.Signal Process., 45(2):255–259, 1995.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Weighted ls and tls approaches yield asymptotically equivalent results.Signal Process., 45(2):255–259, 1995

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Observation 27142bb2-61bd-4b15-92d6-aa5ad0d36a61 · outbound

This paper cites A subspace fitting method for identification of linear state-space models.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method A subspace fitting method for identification of linear state-space models

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source=pdf_text observed=2026-08-04T12:43:00.674170Z digest=sha256:0caf3747db8ed6d12694b3786bc31d644e82c4e0eb8e44289d344a2b344cd351

Observation 4bba7518-8b3f-4c3a-9850-78f611fd96dd · outbound

This paper cites Finite sample analysis of stochastic system identification.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Finite sample analysis of stochastic system identification

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source=pdf_text observed=2026-08-04T12:43:00.676639Z digest=sha256:d3276fb86ccdc5767a415c14a633357f5a74b3924593baaa461ea47f7caa12c5

Observation b9ced29f-5a33-4a9d-ac83-2d7121b07fd7 · outbound

This paper cites Closed-loop subspace identification methods: An overview.IET Control Theory Appl., 7(10):1339–1358, 2013.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Closed-loop subspace identification methods: An overview.IET Control Theory Appl., 7(10):1339–1358, 2013

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source=pdf_text observed=2026-08-04T12:43:00.679095Z digest=sha256:636919a44e2807d6c73a30d17eb9a1bc26aafcc1f6bebbd5561995e637d894b6

Observation 29976a3d-3d2a-4dfa-a800-1d1745da513f · outbound

This paper cites On-line structure selection for multivariable state-space models.Automatica, 18(5):529–543, 1982.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method On-line structure selection for multivariable state-space models.Automatica, 18(5):529–543, 1982

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source=pdf_text observed=2026-08-04T12:43:00.681496Z digest=sha256:49dd7c09496315bb752ea87a4be787e4454b491e673cc06b65d221cf20ffdc63

Observation ae6c192f-4a1b-4da7-a187-4c6f78caea72 · outbound

This paper cites N4SID: Subspace algorithms for the identification of combined deterministic-stochastic systems.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method N4SID: Subspace algorithms for the identification of combined deterministic-stochastic systems

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source=pdf_text observed=2026-08-04T12:43:00.683864Z digest=sha256:22649d252ac7f6ab9315352c15ab1775c64d05dd4e3c8b41bccbcb2cccc24384

Observation 6c478cfb-bb94-485d-ab7d-8512dc4bb063 · outbound

This paper cites A unifying theorem for three subspace system identification algorithms.Automatica, 31(12):1853– 1864, 1995.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method A unifying theorem for three subspace system identification algorithms.Automatica, 31(12):1853– 1864, 1995

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source=pdf_text observed=2026-08-04T12:43:00.686162Z digest=sha256:74f0a603e8d61bc2e6b9e8158a65704225ac3968f7f104cc52d376b4384e7c91

Observation 020b1ea2-698e-4fd7-b444-b67c17bf0b4d · outbound

This paper cites Springer, 2012.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Springer, 2012

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source=pdf_text observed=2026-08-04T12:43:00.688775Z digest=sha256:f2321498d2010157d0d04d6ecf45420e7fa8e1a0ad545c592b21e8cfd888fc86

Observation 841a92ab-dc69-4761-8b63-4e8296a4688f · outbound

This paper cites Subspace model identification part I: the output-error state-space model identification class of algorithm.Int.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Subspace model identification part I: the output-error state-space model identification class of algorithm.Int

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Observation 3109daf0-b657-4f48-896d-16a950f3302d · outbound

This paper cites Application of a subspace model identification technique to identify LTI systems operating in closed-loop.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Application of a subspace model identification technique to identify LTI systems operating in closed-loop

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source=pdf_text observed=2026-08-04T12:43:00.693525Z digest=sha256:5ec4b2ef0e244194a465e2ab61e75b3f901d27b5af4888eb47b3bd6786f26cdf

Observation f911ebbe-dcef-4b60-9a5c-ae7292a3d1ea · outbound

This paper cites Analysis of state space system identification methods based on instrumental variables and subspace fitting.Automatica, 33(9):1603–1616, 1997.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Analysis of state space system identification methods based on instrumental variables and subspace fitting.Automatica, 33(9):1603–1616, 1997

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Observation 246901c5-26d3-4f72-8721-15fffe14ff3f · outbound

This paper cites Model reductions of high-order estimated models: the asymptotic ml approach.Int.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Model reductions of high-order estimated models: the asymptotic ml approach.Int

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source=pdf_text observed=2026-08-04T12:43:00.698156Z digest=sha256:659425b88d1e92553ff4b8535a49c4394551a06899b40a8715c6b75272161f40

Observation 1b174d83-fc11-4de4-9f8a-b4c2f404431d · outbound

This paper cites Perturbation theory for pseudo-inverses.BIT Numerical Mathematics, 13:217–232, 1973.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Perturbation theory for pseudo-inverses.BIT Numerical Mathematics, 13:217–232, 1973

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source=pdf_text observed=2026-08-04T12:43:00.700460Z digest=sha256:08b9f5b937c788309ad90cd5bb506da54f84299027cd165d16268f1c9cb956f1

Observation 64712a2d-6294-43da-abd6-6a184e0115c9 · outbound

This paper cites The determination of optimum structures for the state space representation of multivariate stochastic processes.IEEE Trans.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method The determination of optimum structures for the state space representation of multivariate stochastic processes.IEEE Trans

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Observation 995ee2ef-bd09-4dfe-a4dd-13cc13ad8256 · outbound

This paper cites The refined instrumental variable method.Journal Européen des Systemes Automatisés, 42(2-3):149–179, 2008.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method The refined instrumental variable method.Journal Européen des Systemes Automatisés, 42(2-3):149–179, 2008

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Observation 56600abb-b683-43b2-8ee3-bb745f7e6573 · outbound

This paper cites Constrained subspace method for the identification of structured state-space models (COSMOS).IEEE Trans.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Constrained subspace method for the identification of structured state-space models (COSMOS).IEEE Trans

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source=pdf_text observed=2026-08-04T12:43:00.707597Z digest=sha256:626c1b0d25f6f34070ad514c73c3cca4d66321962f82a9c42c566470f5e9c0c0

Observation 9400e2b4-dee7-416b-97b4-5ab83b178d92 · outbound

This paper cites Wiley, 1971.

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method Wiley, 1971

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Observation 683d5073-470a-4cf5-b8a0-ad2f655e1ab9 · outbound

This paper cites uk ek # =   − L(θ) F(θ)A(θ) Vnx − 1 F(θ) Vnx 1 A(θ) Vnx 0 0 1 A(θ) Vnx  .

Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method uk ek # =   − L(θ) F(θ)A(θ) Vnx − 1 F(θ) Vnx 1 A(θ) Vnx 0 0 1 A(θ) Vnx  

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source=pdf_text observed=2026-08-04T12:43:00.712534Z digest=sha256:9b28de887452e94635b8ac978045b8d60f9e1c5c9d617076ea0005ca46429650

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