# [R] Optim function & Hessian matrix

sofeira taajobian sofy.tn at gmail.com
Tue Nov 19 21:09:12 CET 2013

```Dear  R Users
Hi,

I have very emergency problems in my programming about  finding  MLE
with optim command. I reproduced it  with real data. I guess that my
function object in optim is very sensitive because it has power
function .
Then optim give me lower or initial values for estimates with these
warnings for Hessian matrix computation:
1: In log(B2 * (C2^(y + v))) : NaNs produced
2: In log(B3 * C3^(x + u1)) : NaNs produced
3: In log(B4 * C4^(y + u2)) : NaNs produced
4: In log(B1 * (C1^(x + v))) : NaNs produced
But I have  in result a hessian matrix with only first (2*2) block and
other values are zero.
It would not be the problem of code lead to this.  plz check the code
and data, I attach them with this email. hope it can reduce some

what may lead to this and any possible way to solve it? any suggestion
are  appreciated. Plz help me as soon as possible because I don’t have
enough time.
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"x" "y" "v" "d1" "d2" "d3" "h1" "h2" "u1" "u2"
"1" 67.3041095890411 65.0767123287671 2.08493150684932 0 0 0 0 0 0 0
"2" 59.6684931506849 61.0630136986301 3.33424657534247 0 0 0 0 0 0 0
"3" 65.8493150684932 66.0493150684931 5.00821917808219 0 0 0 0 0 0 0
"4" 67.7479452054795 65.0575342465753 0.838356164383562 0 0 0 0 0 0 0
"5" 54.3123287671233 59.4931506849315 2.98082191780822 0 0 0 0 0 0 0
"6" 57.2712328767123 62.0602739726027 1.48219178082192 0 0 0 0 0 0 0
"7" 54.3232876712329 64.4630136986301 4.33424657534247 0 0 0 0 0 0 0
"8" 54.0657534246575 57.8684931506849 0.252054794520548 0 0 0 0 0 0 0
"9" 47.9041095890411 58.9698630136986 2.83835616438356 0 0 0 0 0 0 0
"10" 59.9041095890411 65.4849315068493 0.504109589041096 0 0 0 0 0 0 0
"11" 62.1232876712329 60.6794520547945 5.00821917808219 0 0 0 0 0 0 0
"12" 59.9260273972603 61.3698630136986 5.00821917808219 0 0 0 0 0 0 0
"13" 53.4493150684931 59.7397260273973 3.83835616438356 0 0 0 0 0 0 0
"14" 70.4849315068493 65.2602739726027 2.33424657534247 0 0 0 0 0 0 0
"15" 63.9068493150685 74.3397260273973 5.00821917808219 0 0 0 0 0 0 0
"16" 68.2986301369863 69.9123287671233 5.00821917808219 0 0 0 0 0 0 0
"17" 69.345205479452 71.2931506849315 5.00821917808219 0 0 0 0 0 0 0
"18" 69.5835616438356 72.8301369863014 5.00821917808219 0 0 0 0 0 0 0
"19" 65.1205479452055 63.6082191780822 1.91780821917808 1 0 0 0 0 0 0
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"54" 81.4465753424657 65.4794520547945 3.47945205479452 0 0 0 0 0 0 0
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