sticky information model, fmincon function
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Houda
2018-1-19
Hey, I am using Reis (2009) model, and I just replicate his results using his data. Starting with the SIBE folder, to first get the mode of the posterior distribution with the SIGE_mode: I get the following errors (matlab 2015a):
Warning: R-square and the F statistic are not well-defined unless X has a column of ones.
Type "help regress" for more information.
> In regress (line 164)
In SIGE_mode (line 33)
Subscripted assignment dimension mismatch.
Error in SIGEv (line 32)
Omega(:,1:5)=PHI;
Error in SIGEloglik (line 44)
V=SIGEv(ma_m,ma_a,ma_g,ma_nu,ma_gam,Sigma);
Error in SIGEpost (line 25)
L = SIGEloglik(pars)'; % Minus Log-likelihood
Error in fmincon (line 534)
initVals.f = feval(funfcn{3},X,varargin{:});
Error in SIGE_mode (line 67)
[Mode fval a b c d hess] = ...
Caused by:
Failure in initial user-supplied objective function evaluation. FMINCON cannot continue.
How should I fix this?? thanks for your help Houda
4 个评论
Walter Roberson
2018-1-20
We need the code and some sample data. Are you using the code from https://dataverse.harvard.edu/dataset.xhtml?persistentId=hdl:1902.1/10500 ?
Houda
2018-1-20
Dear Walter, I download the code from the AER journal website the paper is attached here. The zipped file attached in my question contain all the data and scripts. thanks
Walter Roberson
2018-1-20
I had to go to the dataverse site to find some of the files, but even that site did not have SIGE_mode . SIGE_mode is mentioned in one of the .doc files but it does not appear to be available.
采纳的回答
Walter Roberson
2018-1-20
I see it now; I am not sure why I could not find it earlier.
The code in SIGEv has a bug unless N (the number of periods, configured in SIGE_mode) is less than or equal to T (the number of rows in the input data, read in SIGE_mode). You will need to reduce N (currently 100) to something <= 75
5 个评论
Walter Roberson
2018-1-20
The one you are using, which appears to be a later version than the one on dataverse.
It makes sense to me that the number of periods would be expected to be no more than the size of the data.
Houda
2018-1-20
编辑:Houda
2018-1-20
The restriction that you are talking about is line 27 in SIGE_mode ""global N; N=100; %periods in MA representations", because in the code SIGEv.m there is no restriction of N, isn't?, so I make N=75 it is running for the moment, results are here but also a nex error
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Local minimum possible. Constraints satisfied.
fmincon stopped because the size of the current step is less than the default value of the step size tolerance and constraints are satisfied to within the default value of the constraint tolerance.
Warning: Matrix is close to singular or badly scaled. Results may be inaccurate. RCOND = 2.854886e-22. > In SIGE_mode (line 70) Elapsed time is 34.493677 seconds. ########################################################## Parameters: nu gamma phiy phipi rho_g sigma_g rho_nu sigma_nu rho_gam sigma_gam delta omega lambda psi Columns 1 through 9
14.5209 17.5175 0.0015 1.0573 0.3479 0.0036 0.9840 0.0065 0.6736
Columns 10 through 16
2.1634 0.3635 25.6642 0.1385 0.2715 0.1606 0.2642
Standard errors: 1.0e+02 *
Columns 1 through 5
0.0000 - 0.4014i 0.0008 + 0.0000i 0.0000 - 0.0000i 0.0000 - 0.0028i 0.0000 - 0.0142i
Columns 6 through 10
0.0000 - 0.0000i 0.0000 - 0.0009i 0.0000 - 0.0004i 0.0000 - 0.0041i 0.0000 - 0.1642i
Columns 11 through 15
0.0000 - 0.0019i 0.0000 - 1.4482i 0.0000 - 0.0058i 0.0000 - 0.0031i 0.0000 - 0.0007i
Column 16
0.0000 - 0.0045i
Posterior: -1.8200e+03
Variance-covariance matrix: 1.0e+04 *
Columns 1 through 9
-0.1611 0.0007 0.0000 0.0011 -0.0057 0.0000 0.0004 -0.0002 -0.0016
0.0007 0.0000 -0.0000 -0.0000 0.0000 -0.0000 -0.0000 0.0000 0.0000
0.0000 -0.0000 -0.0000 -0.0000 0.0000 -0.0000 -0.0000 0.0000 0.0000
0.0011 -0.0000 -0.0000 -0.0000 0.0000 -0.0000 -0.0000 0.0000 0.0000
-0.0057 0.0000 0.0000 0.0000 -0.0002 0.0000 0.0000 -0.0000 -0.0001
0.0000 -0.0000 -0.0000 -0.0000 0.0000 -0.0000 -0.0000 0.0000 0.0000
0.0004 -0.0000 -0.0000 -0.0000 0.0000 -0.0000 -0.0000 0.0000 0.0000
-0.0002 0.0000 0.0000 0.0000 -0.0000 0.0000 0.0000 -0.0000 -0.0000
-0.0016 0.0000 0.0000 0.0000 -0.0001 0.0000 0.0000 -0.0000 -0.0000
0.0659 -0.0003 -0.0000 -0.0005 0.0023 -0.0000 -0.0001 0.0001 0.0007
-0.0008 0.0000 0.0000 0.0000 -0.0000 0.0000 0.0000 -0.0000 -0.0000
-0.5815 0.0023 0.0001 0.0040 -0.0207 0.0000 0.0013 -0.0006 -0.0059
0.0023 -0.0000 -0.0000 -0.0000 0.0001 -0.0000 -0.0000 0.0000 0.0000
-0.0013 0.0000 0.0000 0.0000 -0.0000 0.0000 0.0000 -0.0000 -0.0000
-0.0003 0.0000 0.0000 0.0000 -0.0000 0.0000 0.0000 -0.0000 -0.0000
0.0018 -0.0000 -0.0000 -0.0000 0.0001 -0.0000 -0.0000 0.0000 0.0000
Columns 10 through 16
0.0659 -0.0008 -0.5815 0.0023 -0.0013 -0.0003 0.0018
-0.0003 0.0000 0.0023 -0.0000 0.0000 0.0000 -0.0000
-0.0000 0.0000 0.0001 -0.0000 0.0000 0.0000 -0.0000
-0.0005 0.0000 0.0040 -0.0000 0.0000 0.0000 -0.0000
0.0023 -0.0000 -0.0207 0.0001 -0.0000 -0.0000 0.0001
-0.0000 0.0000 0.0000 -0.0000 0.0000 0.0000 -0.0000
-0.0001 0.0000 0.0013 -0.0000 0.0000 0.0000 -0.0000
0.0001 -0.0000 -0.0006 0.0000 -0.0000 -0.0000 0.0000
0.0007 -0.0000 -0.0059 0.0000 -0.0000 -0.0000 0.0000
-0.0270 0.0003 0.2379 -0.0010 0.0005 0.0001 -0.0007
0.0003 -0.0000 -0.0028 0.0000 -0.0000 -0.0000 0.0000
0.2379 -0.0028 -2.0973 0.0084 -0.0045 -0.0012 0.0065
-0.0010 0.0000 0.0084 -0.0000 0.0000 0.0000 -0.0000
0.0005 -0.0000 -0.0045 0.0000 -0.0000 -0.0000 0.0000
0.0001 -0.0000 -0.0012 0.0000 -0.0000 -0.0000 0.0000
-0.0007 0.0000 0.0065 -0.0000 0.0000 0.0000 -0.0000
########################################################## Error using mvnrnd (line 110) SIGMA must be a symmetric positive semi-definite matrix.
Error in SIGE_mode (line 85) VARCOV=ImposeSymmetry(VARCOV); mvnrnd(x0,VARCOV); %imposing symmetry
>>
Walter Roberson
2018-1-20
The code in SIGEv.m fails if N > T. I traced the source of N and T back to SIGE_mode where N is assigned in the line you indicate and T is assigned a few lines earlier as the number of rows of data read in.
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