6d0dfc2d3f
Do not use hard coded value for the finite interval replacing unbounded intervals in simpsa and simulated annealing algorithms.
2015-05-07 15:59:46 +02:00
de526eae57
Merge pull request #906 from JohannesPfeifer/table_display
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Cosmetic fixes to the on-screen display of tables
2015-05-07 15:15:38 +02:00
efc5ec7002
Merge pull request #908 from JohannesPfeifer/optimizer_doc
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Add documentation for new optimizers
2015-05-07 15:12:15 +02:00
18e9521450
preprocessor: add dirname option to estimation. closes #910
2015-04-27 11:59:21 +02:00
9408319e48
Cosmetic changes related to solvopt.m
2015-04-24 12:31:27 +02:00
8285121f9b
Allow selection of tolerance for display of decision rules
2015-04-22 15:37:35 +02:00
1970951d1f
Merge branch 'johannes_fix_simulated_annealing_and_other_optimization_related_issues'
2015-04-16 22:31:07 +02:00
fe48de4406
Re-set default of new option diffuse_kalman_tol to 1e-6:
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former hardcoded value was 1e-6 in the univariate smoother (i.e. the one most often used).
Updated documentation.
2015-04-08 15:44:39 +02:00
a81c9da9a2
Add simulated_annealing.m to optimizers
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Restores compatibility of mode_compute=102
2015-04-06 11:08:20 +02:00
405b1f7368
Add solvopt.m to Dynare optimizers
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Restores compatibility of mode_compute=101
2015-04-06 11:05:12 +02:00
090c4fedbd
Added new option (diffuse_kalman_tol) and fixed tolerance paremeters in diffuse smoother routines.
2015-04-03 18:02:03 +02:00
c881cfff17
Fixed issues related to newratflag.
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This options relates to alternative numerical hessian computations:
optim=('Hessian',1) is the default dynare numeric Hessian
optim=('Hessian',0) is the outer product gradient
optim=('Hessian',2) is the 'mixed' outer product gradient, where diagonal elements using second order derivation formula,
Both 0 and 2 cases require univariate filters, to ensure using maximum number of individual densities.
2015-03-12 17:24:21 +01:00
6db9f10353
preprocessor: remove use of tables completely as they were introduced in Matlab R2013b. #824
2015-03-09 17:59:05 +01:00
d77b5104d2
preprocessor: cell2table doesn’t exist in Octave
2015-03-09 17:16:59 +01:00
30428aeb17
preprocessor: add joint prior syntax, #824
2015-03-03 15:08:33 +01:00
0ef7524977
Use dynare_minimize_objective for OSR computations
2015-02-28 20:37:10 +01:00
0bb413e8fa
Merge branch 'experimental-optimizers'
2015-02-24 20:44:39 +01:00
5ef340b8cf
Rewrote gmhmaxlik routine (mode_compute==6).
2015-02-24 20:34:35 +01:00
21f009a531
Merge branch 'master' into new_ep
2015-02-14 11:54:57 +01:00
f72910ae33
fix preprocessor implimentation of filter_algorithm option to estimation. closes #843
2015-02-09 03:20:37 +01:00
9c6e219990
new implementation for extended path
2015-02-06 12:36:09 +01:00
dd6f8c182c
Move call to optimizers in mode-computing to separate file to allow other function to access all integrated optimizers
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- also moves several options to subfields of options structure
- allows setting options of newrat
- requires newrat to have compatible kalman_algo specified in order for it to not change options_
- explicitly disallows using analytical derivation with numerical gradient (before the numerical gradient request was overwritten)
- always outputs hessian returned by optimizer (empty matrix if not computed) and deletes subsequent overwriting if cova_compute=0
2014-12-04 19:36:12 +01:00
268e8627f0
Add missing simple option to global_initialization.m
2014-11-25 09:54:41 +01:00
06572f26a4
Use the nodecomposition option which is available in th_autocovariances.m: for large models with the HP filter option, this may spare a lot of time, if only the unconditional moments are needed on output;
2014-11-14 17:28:17 +01:00
cc96d46911
Transfer hard-coded verbosity of simplex algorithm into an option
2014-11-10 19:54:44 +01:00
a9bb341b0a
Increase default maxit for steady and deterministic simulations
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Judging from forum reports, the default fails too often. Closes #747
2014-09-30 11:47:58 +02:00
8655df67a9
Clean up use of verbosity option
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- in dr_block.m and ep_residuals.m the option was hardcoded and disabled
- for csminwel1.m, no verbosity option exists anymore, thus definitions preceeding calls to it were redundant as was the options_.osr.verbose
2014-09-12 10:33:37 +02:00
5500846280
Added option distribution_proposal (estimation, non linear filters).
2014-09-08 22:36:41 +02:00
4c9be8a56a
Removed useless option.
2014-09-08 22:36:41 +02:00
df19396acf
Added option proposal_approximation (estimation, non linear filters).
2014-09-08 22:36:41 +02:00
9bfdeb30e2
Bug fixes.
2014-09-08 22:36:41 +02:00
5e4b7d8d42
Added filter_algorithm (estimation command, sets the particle filter algorithm).
2014-09-08 22:36:41 +02:00
bcad4f31f2
Added option resampling_method (estimation command, non linear filters).
2014-09-08 22:36:41 +02:00
08c74b8f41
Added option resampling_threshold (estimation command, non linear filters).
2014-09-08 22:36:40 +02:00
a6009908e4
Added option resampling (estimation command, non linear filters).
2014-09-08 22:36:40 +02:00
f6a1df8549
Increased default number of particles.
2014-09-08 22:36:40 +02:00
62b4cfe631
Provisions for moment calibration.
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Sensitivity analysis for irf and moment calibration, with new function /gsa/map_calibration.m
Added new tests/gsa/ls2003a.mod for testsuite of irf/moment calibration
To be done:
- extend SA of calibration to MC and posterior samples (currently uses prior sample only)
- documentaion
- partial progress to close #267
2014-09-04 16:44:14 +02:00
0efcef8f20
Added the possibility to declare non linear prior restrictions over estimated parameters.
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If a file <MOD_FILE_NAME>_prior_restrictions.m exists in current folder, the value returned by this routine is
substracted to fval (likelihood-lnprior) at the end of dsge_likelihood. The arguments of this routine are: M_,
oo_, options_, dataset_ and dataset_info. Routines for writing <MOD_FILE_NAME>_prior_restrictions.m will be
provided later.
2014-07-21 12:45:49 +02:00
5b08223820
Changed default value of initial_period (NaN).
2014-07-17 22:05:08 +02:00
4613fb2bf4
Adding initialization for lmmcp options
2014-07-08 13:53:18 +02:00
788c528c84
Merge branch 'master' into use-dseries
2014-06-19 18:13:35 +02:00
4f02e58010
Added the possibility to pass a dseries object to the data command (the user can manipulate the data in the mod file, using dseries class methods, and use them for estimation without writing the data on disk).
2014-06-17 16:03:30 +02:00
499967f9a1
adding an option to extended path to control homotopic steps and
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continue in case of failed case
2014-06-16 14:25:23 +02:00
06d1f66242
Fix initialization of the fields in options_.dataset + Cosmetic changes.
2014-05-21 16:47:58 +02:00
0f62d74ee4
Fixed bug. Global options_.dataset.file must be initialized as an empty array.
2014-04-30 15:35:43 +02:00
66d08ac3bf
Merge branch 'master' into use-dynSeries
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Conflicts:
matlab/dynare_estimation_init.m
matlab/global_initialization.m
matlab/prior_posterior_statistics.m
matlab/read_variables.m
matlab/set_prior.m
matlab/utilities/dataset/initialize_dataset.m
preprocessor/ComputingTasks.cc
2014-04-30 10:10:30 +02:00
85f7af9133
Perfect foresight solver now uses a homotopy technique by default.
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This commit introduces a "no_homotopy" option to restore the old behavior.
Ref #220
2014-04-10 16:39:06 +02:00
bb1fd49629
Remove nonexistent global variable ex_det0_.
2014-04-08 17:19:55 +02:00
210d2f24e6
Trust-region solver is now the default solver.
2014-03-10 14:08:40 +01:00
5862099416
Merge pull request #607 from JohannesPfeifer/unique_varlist
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Unique varlist and choosing endogenous variables for estimation
2014-02-04 05:14:05 -08:00
5308da2cad
Upgrade the minimum requirement to MATLAB 7.5 (R2007b).
2014-02-03 15:52:54 +01:00
85815ca651
Adds new option to select which variables to consider for estimation
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First step for ticket #336
2014-02-03 13:10:31 +01:00
15f0353d02
Make sure repeated runs of stoch_simul.m with loglinear option do not crash due to logged steady state
2014-01-29 19:52:20 +01:00
1ea7631930
Added new option for perfect foresight simulations (sim1 routine, available only with stack_solve_algo==0).
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Try to reduce the size of the nonlinear system of equations by skipping the (last) periods for wich the residuals are
already (almost) zero. The number of periods is not constant during the Newton, the effective number of periods for
each iteration of the Newton is available in oo_.deterministic_simulation.vperiods.
2013-12-27 18:35:53 +01:00
63986a0ebf
Closes #567 .
2013-12-18 16:44:31 +01:00
4a4c06b781
Fixed bug (options_.subdraws does not exist).
2013-12-18 16:44:31 +01:00
0c00151092
Merge branch 'master' into remove-dynDate-class
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Conflicts:
preprocessor/DynareBison.yy
2013-11-14 16:41:08 +01:00
80a2a6b712
Merge remote-tracking branch 'jpfeifer/irf_debug_feedback'
2013-11-13 14:26:58 +01:00
0fdc18e7fb
Merge branch 'ifc'
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Conflicts:
matlab/dynare_estimation_1.m
matlab/global_initialization.m
2013-11-06 13:58:57 +01:00
b03697b342
Add possibility to initialize parameters from calibrated model
2013-11-06 13:50:46 +01:00
8429321547
Merge branch 'master' into remove-dynDate-class
2013-11-06 12:43:06 +01:00
0d669a73cb
Add options for providing the variances, an identity matrix , and user specified matrices as proposal densities
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Deals with #507 and #112
Includes a unit test
2013-11-04 19:09:24 +01:00
ddd95361ba
Cosmetic changes. Added isoctave function to replace exist('OCTAVE_VERSION').
2013-11-04 10:54:45 +01:00
f30b88f50c
Changed default options_.initial_period (has to be a dates object).
2013-10-15 16:18:46 +02:00
65a16fd293
Allow users to determine the threshold below which IRFs are suppressed.
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- Prepares moving future IRF options to a substructure
- Adds new option for determining threshold
- Harmonizes threshold values across estimation and stoch_simul
- Fixes some header typos
2013-10-12 10:38:47 +02:00
28740370e6
Removed general maxit from options_ (maxit_).
2013-10-09 12:32:37 +02:00
8997ae8a70
Merge branch 'master' into maxit
2013-10-09 12:19:17 +02:00
8d8407f906
Changed default options for cmaes (reduced tolfun and tolx).
2013-10-08 15:56:14 +02:00
334d9976d6
Add interface to the main options of the simpsa optimization algorithm.
2013-10-08 15:18:14 +02:00
60e1d1b75e
Changed the organization of the options for the dynare's implementation of the simplex optimization algorithm.
2013-10-08 12:55:11 +02:00
f5c9621ca9
Changed the definition of the maximum number of function evaluations in dynare'es iplementation of simplex algorithm (mode_compute=8).
2013-10-08 11:11:35 +02:00
51be957fb6
Changed the organization of the options for gmhmaxlik (mode_compute=6) so that options can be set using the optim option of the estimation command. Added an option (targeted acceptance rate).
2013-10-04 16:12:14 +02:00
d369b8ad0e
front end for maxit: ref #293 , #262
2013-09-24 15:40:13 +02:00
241fd07424
Add Geweke 1992 convergence diagnostics
2013-09-16 18:47:15 +02:00
fd284003ce
Merge branch 'master' into use-dynSeries
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Conflicts:
matlab/load_xls_file_data.m
2013-09-12 11:01:06 +02:00
de590fb2f7
bug fix: include nofunctions in global_initialization.m
2013-09-11 14:09:22 -04:00
8be8bf1b1b
Recycle options_.dataset. If not empty (default) dataset field has to be a dynSeries object.
2013-09-07 16:05:01 +02:00
3dc372e5bc
Added (command line) nointeractive option.
2013-07-10 12:02:12 +02:00
c4998f93d3
Transfer hardcoded osr options to options structure
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Implements #423 . To be done: add preprocessor options for tolf and maxit.
2013-06-24 22:53:28 +02:00
340bcc2739
Added an option for setting the number of points where the posterior kernel is evaluated when using mode_check. Reorganized the options_ global structure wrt mode_check.
2013-06-20 17:19:44 +02:00
39ef86f118
Partially reverted commit 06237375db.
2013-06-18 22:30:49 +02:00
06237375db
Added the possibility to set the number of points in mode_check for computing the transversal cuts.
2013-06-18 16:16:56 +02:00
cb2228acad
Merge branch 'master' into experimental-mjdgges-threshold
2013-06-12 17:27:25 +02:00
61485ab809
Fix copyright notices
2013-06-12 17:04:46 +02:00
a71b770fec
Added default value for the threshold level of the 0/0 generalized eigenvalue test (1e-6).
2013-06-12 09:53:18 +02:00
9145d3691f
Merge pull request #409 from rattoma/endo_prior_restrictions
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New option to set prior (sign) restrictions irfs.
2013-05-31 01:33:32 -07:00
4923ba0952
Introduced new option that allows to set prior (sign) restrictions to irf's
2013-05-30 10:57:39 +02:00
7bef23f1b3
Allow asymmetric mode check plots, using the new option
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mode_check_symmetric_plots (=1 at default, i.e. current behaviour)
2013-05-23 11:37:00 +02:00
09bc0a0aaa
fixed bug with seeds in hybrid matlab-octave parallel clusters
2013-04-05 17:25:34 +02:00
7518072e77
Fix several bugs related to estimated measurement errors
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1. The first call to set_prior overwrote the first column of
estim_params_.var_endo storing the position of the variable with
measurement error in M_.endo_names with the position in
options_.var_obs. All subsequent calls to set_prior then lead to
crashes.
2. At the same time, for correlations of ME, the first column of
estim_params_.corrn still stored the position of the variable with
measurement error in M_.endo_names. But subsequent calls to it were done
as if it stored the position in options_.var_obs
I introduced two new variables in estim_params_ storing the respective
positions in var_obs so as to not necessitate changes in the
preprocessors.
3. For cases of calibrated measurement error correlations, the
covariance matrix was not updated.
4. Fixing a lot of smaller bugs related to measurement errors, including
some copy and paste errors
-
2013-03-21 20:51:12 +01:00
a090a7c35e
Add endogenous priors
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Add option and code for endogenous priors according to
Christiano/Trabandt/Walentin 2011, JEDC. Still needs to be integrated to
manual and pre-processor.
2013-03-17 22:51:23 +01:00
ebf93d672f
stochastic extended path: additional changes
2013-03-12 09:36:58 +01:00
46a59423f2
Revert "Remove unused options_.verbosity"
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This reverts commit cacb0470f8#295 .
2013-02-28 12:20:21 +01:00
cacb0470f8
Remove unused options_.verbosity
2013-02-26 15:14:33 +01:00
5c0d387c4f
Cosmetic change. Changed the organization of options for (stochastic) extended path
2012-11-29 12:56:01 +01:00
b6c72f18fa
-add a variable to make a difference between gaussian approximations during importance sampling and approximation of states (for gaussian and gaussian-mixture filters)
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-modify the default of parameters for the gaussian approximation using the scaled unscented transformation
2012-11-16 12:18:55 +01:00
ddddb5ad0f
console => nodisplay (Completes ticket #282 )
2012-11-12 16:48:44 +01:00
6c7501d906
move console setting to global_initialization.m
2012-10-30 14:10:54 +01:00
2f9e34c5e5
Various fixes related to data-loading
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- fix support for filenames with extension (.m, .mat, .xls), since the manual
and the bison grammar both support it
- fix support for XLS files under Octave
- add support for XLSX files
- run test for loading XLS files
2012-10-08 13:00:55 +02:00
e81f9d48ac
Improved display of mode_compute=6 optimization algorithm. Fixed bugs. Changed the options.
2012-09-29 00:08:05 +02:00
12af7298ef
ms-sbvar: remove unused field removal statements (and set options_.datafile='' in global_initialization)
2012-09-27 15:32:33 +02:00
894b3d69f4
Added an option to decide if dsge_likelihood should call univariate filters when the covariance matrix of
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the prediction error is singular (default is yes).
2012-09-27 14:48:07 +02:00
205b455ad7
Added the possibility, for each given size of the sample, to restart an arbitrary number of times the estimation when estimating a model with a recursive approach.
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Deactivated by default (options_.recursive_estimation_restart is defined to be zero in global_initialization.m).
2012-09-06 14:13:29 +02:00
0508bf9a41
Added missing default options for stochastic simulation of nonlinear backward looking models.
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(cherry picked from commit 4053f664ecec14ffb7269c6bbf78355ca46b6b92)
2012-08-27 12:53:11 +02:00
edf826f315
added code to optionally run cycle_reduction algorithm on GPU. Added
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options_.gpu (no interface yet, use options_.gpu=1). Added test
./tests/first_order/fs2000_cr.mod
2012-07-20 17:06:12 +02:00
d39bbdaa85
forcing reinitialization of persistent variables of
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dyn_first_order_solver.m in global_initialization.m This is necessary
if noclearall option is used.
2012-07-19 17:08:42 +02:00
c850f03be3
Added the possibility to use the logarithmic reduction algorithm (mainly for testing purpose).
2012-07-11 18:26:22 +02:00
ed4d37341c
Fix problem with models where steadystate files change parameter values.
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1) allow to compute derivatives starting from NUMERICAL derivatives of jacobian and steady state: this has a minor cost in accuracy and allow apply without errors identification and estimation with numerical derivatives;
2) added trap in dynare_estimation_init: if steadystate changes param values, automaticly shifts to numerical derivs of jacoban and steady state + analytic derivatives of all the rest;
3) bug fixes for 2nd order derivatives w.r.t. model parameters;
2012-07-05 10:14:10 +02:00
4488357f59
Adds the cycle reduction algorithm to solve the polynomial equation for retrieving the coefficients
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associated to the endogenous variables in the decision rule.
2012-07-01 15:19:10 +02:00
8fe2eb23b9
New option simul_replic in preprocessor and documentation
2012-06-11 11:53:55 +02:00
d006bd2aaf
Made replic option specific to stochastic simulations (options_.simul_replic).
2012-06-11 09:41:59 +02:00
e12748329b
Fixed bug reported by Johannes ( http://www.dynare.org/pipermail/dev/2012-May/002015.html ), see also trac#257.
2012-06-06 18:25:08 +02:00
9a2e4cc6cf
config file: support GlobalInitFile option
2012-06-06 16:18:09 +02:00
1316bd9555
fixed issues relative to homotopy (type I) when the user wants to
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continue after homotopy fails. Option stop_on_error is removed. Option
homotopy_force_continue is added.
2012-05-17 17:27:07 +02:00
41def7caaa
Added the possibility of a user defined configuration file (only for linux users).
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At the end of global_initialization.m the existence of /home/USER/dynare_configuration.m is tested. In case of a positive answer this script is evaluated.
2012-05-09 15:39:58 +02:00
c0624738c9
Fixed bug introduced in bda0b1b228
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Created separate field options_.SpectralDensity.trigger to trigger Spectral Density
2012-04-26 08:48:31 +02:00
08894086b0
Revert "Move hardcoded options from UnivariateSpectralDensity.m to global_initialization."
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This reverts commit bda0b1b228
2012-04-26 08:22:15 +02:00
bda0b1b228
Move hardcoded options from UnivariateSpectralDensity.m to global_initialization.
2012-04-25 11:49:01 +02:00
4c255cf2ae
Starts implementing Ticket 216. Most plotting and figure is now controlled by the functions dyn_figure and dyn_saveas, allowing for option_.nodisplay to suppress the displaying of figures and using options_.graph_format to control the format of saved figures.
2012-04-25 11:47:40 +02:00
1dfba1b99f
Merge remote-tracking branch 'ferhat/master'
2012-04-20 21:15:09 +02:00
eed54fb08a
- Adds new algorithms to solve Lyapunov equations: Doubling algorithm and Square root solver. Their respective names are "doubling" and "square_root_solver".
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- Adds the tolerance criteria for the iterative solvers (sylvester_fixed_point_tol, lyapunov_fixed_point_tol and lyapunov_doubling_tol)
- Updates the reference manual
2012-04-20 19:23:00 +02:00
edbf3bd175
Remove useless calls to set_default_option
2012-04-20 17:08:11 +02:00
41e027aee3
added steady option stop_on_error. stop_on_error = 0 permits to
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continue (for example, when chaining homotopy steps), even if the
steady state computation was not successful.
2012-04-16 22:40:50 +02:00
08bcf39fe7
estimation: clear subsamples substructure whenever a subsamples statement is encountered
2012-04-03 18:33:23 +02:00
7e6bd80f17
estimation: remove s from parameters substructure
2012-04-03 18:33:23 +02:00
31e0bc2e1e
estimation: simplify global_initialization
2012-04-03 18:33:23 +02:00
9741b3b3ec
estimation: reorganize options output
2012-03-30 15:37:15 +02:00
93db8937ab
estimation: reorganize Matlab structure output
2012-03-30 15:37:14 +02:00
6c6b62937f
Added smooth resampling.
2012-03-30 11:47:24 +02:00
7feb27fe1c
estimation: rewrite options output
2012-03-29 16:45:46 +02:00
d54e4c4b17
estimation: rewrite prior output
2012-03-29 16:07:01 +02:00
46a655fbd5
estimation: rewrite subsamples statement as an actual statement
2012-03-28 18:51:52 +02:00
a899594f3d
initializing globals ys0_ ex0_ ex_det0_
2012-03-17 20:34:58 +01:00
d6f8e252e5
Merge remote-tracking branch 'origin/master' into dr1break
2012-03-15 16:18:37 +01:00
c5fa0b82a9
Merge remote-tracking branch 'marco/master'
2012-03-14 12:49:56 +01:00
1fcf708b80
Merge remote-tracking branch 'origin/master' into dr1break
2012-03-10 18:21:14 +01:00
323e6fdf4f
Added a second gstep option used as a parameter for the routine computing the hessian matrix.
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In some cases, for instance for the non linear filters, it helps to reduce this new gstep parameter
to get a positive definite hessian matrix. options_.gstep is now a 2*1 vector. The first element is
the old gstep parameter, the second element is the new gstep parameter. The step defined for the
computation of the hessian matrix is now:
h1=max(abs(x),sqrt(gstep(1))*ones(n,1))*eps^(1/6)*gstep(2);
2012-03-09 16:36:26 +01:00
ec9b47426a
Added an option for the threshold level of neff in the generic case of the resampling routines.
2012-03-09 12:44:25 +01:00
ec2528ae9b
estimation: fixes to options statement
2012-03-09 11:47:25 +01:00
dd67a81e57
estimation: place parameter priors in their own substructure
2012-03-09 11:46:09 +01:00
464dcb651e
Changed defaults related to extended path. Removed some unused options.
2012-03-08 12:45:53 +01:00
8ac14f8c80
Adds fixed point solvers for Sylvester and Lyapunov equations
2012-03-06 12:03:23 +01:00
a2f3a53634
Parallelization of local_state_space_iteration_2 (used in non linear filters).
2012-03-05 23:11:49 +01:00
cf19df92ef
Added an option fot the mode_check plots for defining the size of the neighbourhood around the estimated posterior mode.
2012-03-05 15:03:55 +01:00
83b536c618
Moved CMAES options in global_initialization, so that the options of this routine can be modified by
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the user by writting in options_.cmaes.
2012-03-04 22:13:00 +01:00
724b99412f
Added option for kitagawa/stratified approach in traditional resampling.
2012-03-04 22:12:59 +01:00
fb4def04bd
Fixed bug related to the name of the sub-structure for the non linear filters.
2012-03-04 22:12:59 +01:00
c848b3337a
added nodisplay and graph_format options and applied to prior plots and graphs in estimstion routine. Tex tables also splitted when more than 50 params are estimated.
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nograph: no figure is done
nodisplay: plots are done behind the scenes
graph_format: default only eps figs are saved. it accepts cell vector like {'eps','pdf','fig'}
2012-02-13 11:58:28 +01:00
87f4dad51a
Changed default value of use_bytecode option. By default, the bytecode solver is not used.
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Note that, even for small models, there is a (very) substantial gain in using the use_dll option.
2012-02-04 16:56:09 +01:00
704b0c9659
Added an option specifying if the bytecode solver has to be used first.
2012-02-04 16:26:22 +01:00
Stéphane Adjemian (Hermes)
Houtan Bastani
Johannes Pfeifer
Marco Ratto
Johannes Pfeifer
Michel Juillard
Sébastien Villemot
Sébastien Villemot
Frédéric Karamé
Houtan Bastani
Ferhat Mihoubi
Sébastien Villemot
Ferhat