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1

Efficient Monte Carlo computation of Fisher information matrix using prior information

Sonjoy Das, James C. Spall, Roger Ghanem

Journal:

Computational Statistics & Data Analysis

Year:

2010

Language:

english

File:

PDF, 1.20 MB

english, 2010

2

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Markov Chain Monte Carlo

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 2.26 MB

english, 2003

3

Asymptotic distribution theory for the kalman filter state estimator

Spall, James C., Wall, Kent D.

Journal:

Communication in Statistics- Theory and Methods

Year:

1984

Language:

english

File:

PDF, 784 KB

english, 1984

4

[IEEE 2008 American Control Conference (ACC '08) - Seattle, WA (2008.06.11-2008.06.13)] 2008 American Control Conference - Improved methods for Monte Carlo estimation of the fisher information matrix

Spall, James C.

Year:

2008

Language:

english

File:

PDF, 254 KB

english, 2008

5

Asymptotic Sampling Distribution for Polynomial Chaos Representation from Data: A Maximum Entropy and Fisher Information Approach

Das, Sonjoy, Ghanem, Roger, Spall, James C.

Journal:

SIAM Journal on Scientific Computing

Year:

2008

Language:

english

File:

PDF, 459 KB

english, 2008

6

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Annealing-Type Algorithms

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 2.01 MB

english, 2003

7

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Statistical Methods for Optimization in Discrete Problems

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 2.45 MB

english, 2003

8

Identification for Systems With Binary Subsystems

Spall, James C.

Journal:

IEEE Transactions on Automatic Control

Year:

2014

Language:

english

File:

PDF, 5.04 MB

english, 2014

9

Monte Carlo Computation of the Fisher Information Matrix in Nonstandard Settings

Journal:

Journal of Computational and Graphical Statistics

Year:

2005

Language:

english

File:

PDF, 1.66 MB

english, 2005

10

Monte Carlo Computation of the Fisher Information Matrix in Nonstandard Settings

Journal:

Journal of Computational and Graphical Statistics

Year:

2005

Language:

english

File:

PDF, 367 KB

english, 2005

11

[IEEE 2007 46th IEEE Conference on Decision and Control - New Orleans, LA, USA (2007.12.12-2007.12.14)] 2007 46th IEEE Conference on Decision and Control - An efficient calculation of Fisher information matrix: Monte Carlo approach using prior information

Das, Sonjoy, Spall, James C., Ghanem, Roger

Year:

2007

Language:

english

File:

PDF, 303 KB

english, 2007

12

Introduction to Stochastic Search and Optimization. Estimation, Simulation, and Control

Spall, James C., Nowak, W.

Journal:

IEEE Transactions on Neural Networks

Year:

2007

Language:

english

File:

PDF, 45 KB

english, 2007

13

[IEEE 2009 Joint 48th IEEE Conference on Decision and Control (CDC) and 28th Chinese Control Conference (CCC) - Shanghai, China (2009.12.15-2009.12.18)] Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference - Preliminary results on relative performance of expected and observed fisher information

Cao, Xumeng, Spall, James C.

Year:

2009

Language:

english

File:

PDF, 597 KB

english, 2009

14

[IEEE 2009 43rd Annual Conference on Information Sciences and Systems (CISS) - Baltimore, MD, USA (2009.03.18-2009.03.20)] 2009 43rd Annual Conference on Information Sciences and Systems - On Monte Carlo methods for estimating the fisher information matrix in difficult problems

Spall, James C.

Year:

2009

Language:

english

File:

PDF, 118 KB

english, 2009

15

[IEEE 2009 43rd Annual Conference on Information Sciences and Systems (CISS) - Baltimore, MD, USA (2009.03.18-2009.03.20)] 2009 43rd Annual Conference on Information Sciences and Systems - Preliminary results in comparing the expected and observed Fisher information for maximum likelihood estimates

Xumeng Cao,, Spall, James C.

Year:

2009

Language:

english

File:

PDF, 102 KB

english, 2009

16

Numerical Methods for Stochastic Processes

Spall, James C., Nelson, J. Barry

Journal:

Year:

1995

Language:

english

File:

PDF, 331 KB

english, 1995

17

Simulation-Based Optimization with Stochastic Approximation Using Common Random Numbers

Kleinman, Nathan L., Spall, James C., Naiman, Daniel Q.

Journal:

Management Science

Year:

1999

Language:

english

File:

PDF, 147 KB

english, 1999

18

[IEEE Proceedings of the 45th IEEE Conference on Decision and Control - San Diego, CA, USA (2006.12.13-2006.12.15)] Proceedings of the 45th IEEE Conference on Decision and Control - Asymptotic Sampling Distribution for Polynomial Chaos Representation of Data: A Maximum Entropy and Fisher information approach

Das, Sonjoy, Ghanem, Roger, Spall, James C.

Year:

2006

Language:

english

File:

PDF, 212 KB

english, 2006

19

Simulation-Based Optimization with Stochastic Approximation Using Common Random Numbers

Nathan L. Kleinman, James C. Spall and Daniel Q. Naiman

Journal:

Management Science

Year:

1999

Language:

english

File:

PDF, 1.40 MB

english, 1999

20

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Stochastic Search and Optimization: Motivation and Supporting Results

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 2.59 MB

english, 2003

21

Stationarity and Convergence of the Metropolis-Hastings Algorithm: Insights into Theoretical Aspects

Hill, Stacy D., Spall, James C.

Journal:

IEEE Control Systems

Year:

2019

Language:

english

File:

PDF, 1.61 MB

english, 2019

22

[IEEE 2019 American Control Conference (ACC) - Philadelphia, PA, USA (2019.7.10-2019.7.12)] 2019 American Control Conference (ACC) - Error Analysis for the Particle Filter

Liu, Ziyu, Wei, Shihong, Spall, James C.

Year:

2019

Language:

english

File:

PDF, 1.86 MB

english, 2019

23

A modified second-order SPSA optimization algorithm for finite samples

Xun Zhu, James C. Spall

Journal:

International Journal of Adaptive Control and Signal Processing

Year:

2002

Language:

english

File:

PDF, 157 KB

english, 2002

24

The Kantorovich inequality for error analysis of the Kalman filter with unknown noise distributions

Journal:

Year:

1995

Language:

english

File:

PDF, 639 KB

english, 1995

25

Uncertainties for recursive estimators in nonlinear state-space models, with applications to epidemiology

John L. Maryak, James C. Spall, Geoffrey L. Silberman

Journal:

Year:

1995

Language:

english

File:

PDF, 558 KB

english, 1995

26

Conditions for the insensitivity of the Bayesian posterior distribution to the choice of prior distribution

John L. Maryak, James C. Spall

Journal:

Statistics & Probability Letters

Year:

1987

Language:

english

File:

PDF, 356 KB

english, 1987

27

Weak convergence and the exponential rate of concentration for posterior density functions

John L. Maryak, James C. Spall

Journal:

Statistics & Probability Letters

Year:

1990

Language:

english

File:

PDF, 522 KB

english, 1990

28

First-order data sensitivity measures with applications to a multivariate signal-plus-noise problem

James C. Spall, Daniel C. Chin

Journal:

Computational Statistics & Data Analysis

Year:

1990

Language:

english

File:

PDF, 818 KB

english, 1990

29

A one-measurement form of simultaneous perturbation stochastic approximation

Journal:

Year:

1997

Language:

english

File:

PDF, 513 KB

english, 1997

30

Traffic-responsive signal timing for system-wide traffic control

James C. Spall, Daniel C. Chin

Journal:

Transportation Research Part C: Emerging Technologies

Year:

1997

Language:

english

File:

PDF, 193 KB

english, 1997

31

THE DISTRIBUTION OF NONSTATIONARY AUTOREGRESSIVE PROCESSES UNDER GENERAL NOISE CONDITIONS

Journal:

Journal of Time Series Analysis

Year:

1993

Language:

english

File:

PDF, 747 KB

english, 1993

32

Cyclic Seesaw Process for Optimization and Identification

Spall, James C.

Journal:

Journal of Optimization Theory and Applications

Year:

2012

Language:

english

File:

PDF, 707 KB

english, 2012

33

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Frontmatter

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 1.51 MB

english, 2003

34

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Simulation-Based Optimization II: Stochastic Gradient and Sample Path Methods

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 2.22 MB

english, 2003

35

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Simultaneous Perturbation Stochastic Approximation

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 2.47 MB

english, 2003

36

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Recursive Estimation for Linear Models

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 2.23 MB

english, 2003

37

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Stochastic Approximation for Nonlinear Root-Finding

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 2.44 MB

english, 2003

38

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Stochastic Approximation and the Finite-Difference Method

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 2.20 MB

english, 2003

39

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Evolutionary Computation I: Genetic Algorithms

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 2.42 MB

english, 2003

40

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Evolutionary Computation II: General Methods and Theory

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 1.87 MB

english, 2003

41

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Reinforcement Learning via Temporal Differences

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 1.90 MB

english, 2003

42

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Model Selection and Statistical Information

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 2.79 MB

english, 2003

43

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Simulation-Based Optimization I: Regeneration, Common Random Numbers, and Selection Methods

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 3.10 MB

english, 2003

44

Introduction to Stochastic Search and Optimization (Estimation, Simulation, and Control) || Optimal Design for Experimental Inputs

Spall, James C.

Year:

2003

Language:

english

File:

PDF, 2.92 MB

english, 2003

45

A Feasible Bayesian Estimator of Quantiles for Projectile Accuracy From Non-iid Data

James C. Spall and John L. Maryak

Journal:

Journal of the American Statistical Association

Year:

1992

Language:

english

File:

PDF, 1.04 MB

english, 1992

46

Stochastic optimisation with inequality constraints using simultaneous perturbations and penalty functions

Wang, I.-Jeng, Spall, James C.

Journal:

International Journal of Control

Year:

2008

Language:

english

File:

PDF, 244 KB

english, 2008

47

47

Etemadi, Nima, Rickard, James, Anderton, Holly, Spall, Sukhdeep, Hall, Catherin, Vaux, David, Nachbur, Ueli, Silke, John

Journal:

Year:

2014

Language:

english

File:

PDF, 43 KB

english, 2014

48

[IEEE 2011 45th Annual Conference on Information Sciences and Systems (CISS) - Baltimore, MD, USA (2011.03.23-2011.03.25)] 2011 45th Annual Conference on Information Sciences and Systems - Cyclic seesaw optimization with applications to state-space model identification

Spall, James C.

Year:

2011

Language:

english

File:

PDF, 220 KB

english, 2011

49

[IEEE 2013 American Control Conference (ACC) - Washington, DC (2013.6.17-2013.6.19)] 2013 American Control Conference - Parameter estimation for systems with binary subsystems

Spall, James C.

Year:

2013

Language:

english

File:

PDF, 386 KB

english, 2013

50

[IEEE 2013 47th Annual Conference on Information Sciences and Systems (CISS 2013) - Baltimore, MD (2013.3.20-2013.3.22)] 2013 47th Annual Conference on Information Sciences and Systems (CISS) - Maximum likelihood-based estimation of parameters in systems with binary subsystems

Spall, James C.

Year:

2013

Language:

english

File:

PDF, 591 KB

english, 2013