[R] Optim function & Hessian matrix

[sofeira taajobian]

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
workload as copying and pasting.


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
"20" 67.0054794520548 69.0493150684931 5.00821917808219 0 0 0 0 0 0 0
"21" 65.3808219178082 71.0027397260274 4.66849315068493 1 0 0 0 0 0 0
"22" 63.7780821917808 65.345205479452 5.00821917808219 0 0 0 0 0 0 0
"23" 64.0465753424658 66.7232876712329 5.00821917808219 0 0 0 0 0 0 0
"24" 70.4383561643836 73.654794520548 5.00821917808219 0 0 0 0 0 0 0
"25" 66.1123287671233 70.6027397260274 5.00821917808219 0 0 0 0 0 0 0
"26" 66.1917808219178 65.5041095890411 5.00821917808219 0 0 0 0 0 0 0
"27" 57.1178082191781 64.4383561643836 5.00821917808219 0 0 0 0 0 0 0
"28" 68.5205479452055 79.6082191780822 0.917808219178082 1 0 0 0 0 0 0
"29" 63.4082191780822 69.5808219178082 5.00821917808219 0 0 0 0 0 0 0
"30" 82.0904109589041 83.572602739726 5.00821917808219 0 0 0 0 0 0 0
"31" 65.5013698630137 65.0794520547945 4.41917808219178 0 0 0 0 0 0 0
"32" 63.9123287671233 65.5917808219178 3.34794520547945 0 0 0 0 0 0 0
"33" 56.5917808219178 58.3123287671233 3.43835616438356 0 0 0 0 0 0 0
"34" 64.2246575342466 63.2301369863014 3.18904109589041 0 0 0 0 0 0 0
"35" 73.2876712328767 71.441095890411 3.75068493150685 0 0 0 1 0 0.158904109589041 0
"36" 63.0986301369863 67.6054794520548 5.00821917808219 0 0 0 0 0 0 0
"37" 68.627397260274 70.0849315068493 5.00821917808219 0 0 0 0 0 0 0
"38" 66.7561643835616 66.2630136986301 5.00821917808219 0 0 0 0 0 0 0
"39" 66.5972602739726 65.5835616438356 1.43287671232877 0 0 0 0 0 0 0
"40" 60.8493150684931 65.7671232876712 3.4027397260274 0 0 0 0 0 0 0
"41" 66.1452054794521 72.3506849315068 5.00821917808219 0 0 0 0 0 0 0
"42" 63.5753424657534 65.8054794520548 5.00821917808219 0 0 0 0 0 0 0
"43" 66.1452054794521 70.1534246575342 5.00821917808219 0 0 0 0 0 0 0
"44" 69.1780821917808 72.6876712328767 5.00821917808219 0 0 0 0 0 0 0
"45" 61.3534246575342 62.5068493150685 1.58630136986301 0 0 0 0 0 0 0
"46" 68.5616438356164 67.8438356164384 5.00821917808219 0 0 0 0 0 0 0
"47" 60.2520547945205 64.9041095890411 3.67123287671233 0 0 0 0 0 0 0
"48" 62.558904109589 65.0547945205479 2.73424657534247 0 0 0 0 0 0 0
"49" 59.8465753424658 65.1780821917808 5.00821917808219 0 0 0 0 0 0 0
"50" 61.7534246575342 63.5506849315069 5.00821917808219 0 0 0 0 0 0 0
"51" 57.9561643835616 63.2794520547945 5.00821917808219 0 0 0 0 0 0 0
"52" 71.1041095890411 74.358904109589 5.00821917808219 0 0 0 0 0 0 0
"53" 73.9123287671233 74.1232876712329 5.00821917808219 0 0 0 0 0 0 0
"54" 81.4465753424657 65.4794520547945 3.47945205479452 0 0 0 0 0 0 0
"55" 78.3534246575342 79.3424657534247 0 0 0 0 1 0 0.421917808219178 0
"56" 72.2301369863014 72.4356164383562 3.33150684931507 0 0 0 1 0 0.0794520547945206 0
"57" 63.7698630136986 65.4931506849315 0.263013698630137 0 0 0 0 0 0 0
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"63" 57.6876712328767 60.5698630136986 4.15342465753425 0 0 0 0 0 0 0
"64" 60.5534246575342 63.772602739726 4.15342465753425 0 0 0 0 0 0 0
"65" 71.5178082191781 71.1260273972603 5.00821917808219 0 0 0 0 0 0 0
"66" 30.7150684931507 61.413698630137 5.00821917808219 0 0 0 0 0 0 0
"67" 73.8657534246575 73.8794520547945 0 0 0 0 1 0 2.41643835616438 0
"68" 69.2876712328767 65.7534246575343 3.73150684931507 0 0 0 0 0 0 0
"69" 66.3643835616438 68.7917808219178 5.00821917808219 0 0 0 0 0 0 0
"70" 63.0082191780822 64.6328767123288 1.15342465753425 0 0 0 0 0 0 0
"71" 59.9205479452055 65.6082191780822 2.67123287671233 0 0 0 0 0 0 0
"72" 69.7534246575343 68.9342465753425 5.00821917808219 0 0 0 0 0 0 0
"73" 66.2794520547945 69.0164383561644 5.0027397260274 1 0 0 0 0 0 0
"74" 71.813698630137 73.6931506849315 5.00821917808219 0 0 0 0 0 0 0
"75" 59.8465753424658 61.7780821917808 5.00821917808219 0 0 0 0 0 0 0
"76" 58.7945205479452 65.2767123287671 5.00821917808219 0 0 0 0 0 0 0
"77" 66.6739726027397 65.5095890410959 1.4986301369863 0 0 0 0 0 0 0
"78" 63.8082191780822 62.7123287671233 4.12602739726027 0 0 0 0 0 0 0
"79" 67.6 61.9123287671233 4.24383561643836 0 0 0 0 0 0 0
"80" 62.3753424657534 63.4109589041096 2.75068493150685 1 0 0 0 0 0 0
"81" 61.6657534246575 66.0575342465753 5.00821917808219 0 0 0 0 0 0 0
"82" 63.8246575342466 64.6657534246575 4.33424657534247 0 0 0 0 0 0 0
"83" 63.8712328767123 67.3808219178082 5.00821917808219 0 0 0 0 0 0 0
"84" 61.7890410958904 62.0219178082192 4.33424657534247 0 0 0 0 0 0 0
"85" 63.0657534246575 66.1068493150685 5.00821917808219 0 0 0 0 0 0 0
"86" 59.6602739726027 69.4383561643836 3.66849315068493 1 0 0 0 0 0 0
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"88" 56.9643835616438 68.1917808219178 5.00821917808219 0 0 0 0 0 0 0
"89" 60.1780821917808 64.8767123287671 5.00821917808219 0 0 0 0 0 0 0
"90" 55.3095890410959 65.8958904109589 0.558904109589041 0 0 0 0 0 0 0
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"111" 74.2657534246575 70.7835616438356 2.32876712328767 0 0 0 0 0 0 0
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"114" 50.7945205479452 67.1095890410959 0.197260273972603 0 0 0 0 0 0 0
"115" 60.6958904109589 65.5095890410959 2.58630136986301 0 0 0 0 0 0 0
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