Kết nối dữ liệu
library(readxl)
#EC/EFCH = Efficiency Change - Hiệu quả kỹ thuật thay đổi
#PTEC/PECH = Pure Technical Efficiency Change - Hiệu quả kỹ thuật thuần tuý thay đổi
#SEC/SECH = Scale Efficiency Change - Hiệu quả quy mô thay đổi
#TC = Technological Change- Hiệu quả công nghệ thay đổi
#MI = Malmquist Index - Hiệu quả TFP thay đổi
#TFP = f(EC,SEC,TC) ( Được phân rã )
#efch = pech*sech
## Chạy ra thông số pech và sech ( mất thông số ec) chọn: rts = "vrs"
## Chạy ra thông số ec (mất thông số pech và sech ) chọn: rts="crs"
## tc = obtec*ibtech*matech
# output biased technological change (OBTECH)
# input biased technological change (IBTECH)
# magnitude of technological change (MATECH)
library(deaR)
## Warning: package 'deaR' was built under R version 4.0.5
setwd("c:/Users/Admin/Desktop/DuAnR/deaR")
dulieu <-read_excel("timte.xlsx")
head(dulieu)
## # A tibble: 6 x 14
## NHOM PLOAI SLUONG DAT GIONG PHAN LDONG GBAN GDAT GGIONG GPHAN GLD
## <dbl> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 3 C 201. 8.41 16.2 10.6 12.2 11.5 146. 74.6 195. 300.
## 2 5 E 143. 15.7 15.8 9.57 15.5 11.0 162. 70.1 206. 306.
## 3 4 D 91.3 19.0 23.1 7.21 16.9 7.29 163. 65.6 207. 261.
## 4 2 B 152. 16.0 24.8 9.35 10.6 5.21 151. 68.0 185. 263.
## 5 4 D 199. 14.2 23.5 10.3 16.1 12.4 140. 68.8 199. 238.
## 6 3 C 262. 20.4 25.1 10.4 17.3 6.61 137. 83.2 215. 275.
## # ... with 2 more variables: CTY <chr>, TIME <dbl>
Chạy trên gói deaR
khodata <- read_malmquist(dulieu,
percol=14,
dmus=13,
arrangement = "vertical",
inputs = 4:8,
outputs = 3)
ketqua1 <- malmquist_index(khodata,
orientation = "io" ,
rts = "vrs",
type1 = "cont",
type2 = "fgnz",
tc_vrs = FALSE)
names(ketqua1)
## [1] "mi" "ec" "tc" "pech" "sech"
## [6] "obtech" "ibtech" "matech" "eff_all" "datadealist"
## [11] "dmu_eval" "dmu_ref" "orientation" "rts" "type1"
## [16] "type2" "tc_vrs" "modelname"
ketqua1
## $mi
## CA FF AA TO
## 2 0.5866140 0.8619510 0.7677539 2.2389131
## 3 0.7641076 1.3029605 1.9051907 1.0995391
## 4 1.9096330 0.9980875 0.6460795 0.7768733
## 5 0.8167644 0.7345266 0.9416017 0.5751148
## 6 1.5002186 1.2837092 1.1572148 1.8794308
## 7 0.9188260 0.8053822 0.8596105 0.7172911
## 8 1.2597233 0.9120143 0.6664605 0.5969173
## 9 0.9109476 0.9133589 1.8683175 1.8199225
## 10 0.8965056 1.3279516 0.5852884 0.7821223
## 11 0.7980586 0.9597467 1.3634312 1.2375968
## 12 1.4040384 1.1725394 1.3688156 0.8013752
## 13 0.8862620 0.9302846 1.0309404 1.3417613
## 14 0.9095383 0.9631893 0.9192279 0.7530203
## 15 1.6424753 0.7169943 0.6471532 1.6173033
## 16 0.7182457 0.4944652 1.6409187 0.3698959
## 17 1.3624906 2.9925740 0.8394925 1.7379457
## 18 0.6480962 0.6781801 1.5214728 1.2689801
## 19 0.8115714 0.6970969 0.6020691 0.9190105
## 20 1.0718460 1.3154277 1.4007180 0.7011206
## 21 1.4804184 0.7928477 0.7661108 1.8449205
## 22 0.8302597 1.0313641 0.4972923 1.5733611
## 23 1.4384134 1.4018707 2.0339207 0.9506568
## 24 1.1832446 0.5331621 1.1834637 1.3590740
## 25 0.8122736 1.2303730 0.8764297 0.7515006
## 26 1.1357212 1.1709784 0.7036460 1.0176161
## 27 1.3303512 1.0124087 0.9967353 0.8411083
## 28 0.4946356 0.5897593 1.9069271 0.8442717
## 29 1.8241366 1.0428616 0.8099720 1.3975742
## 30 0.8194067 1.1805439 0.7549497 0.7506038
## 31 1.3464330 1.3515716 1.0330485 1.4706716
## 32 0.6896997 0.6790042 1.0464873 0.4282715
## 33 1.8844975 1.3758865 1.0653054 0.9460621
## 34 0.4417078 0.8652060 1.2093120 3.6197069
## 35 1.3010690 0.7486235 1.0525048 0.5891492
## 36 1.0015072 0.9494162 0.7510845 1.0188265
## 37 1.4711104 1.3460417 1.4603806 0.9331227
## 38 0.6842658 1.0383676 0.9515917 1.0936101
## 39 0.6677354 0.9673589 0.9364003 0.8918167
## 40 1.2500548 1.0614131 0.9345328 0.8656118
## 41 1.1293684 0.8627679 1.1931667 1.3692210
## 42 1.0943657 1.4708179 0.4068284 0.7247467
## 43 1.2292664 1.4065284 3.2906748 1.8912212
## 44 0.4707438 0.5221634 0.4816379 0.5624519
## 45 1.3836518 1.5558463 1.0879488 1.3515722
## 46 1.3193267 1.0041348 1.1266063 0.9892346
## 47 0.7733815 0.8428458 0.8093193 1.0810178
## 48 0.9946341 1.3185034 1.1936352 0.9911784
## 49 0.8506475 0.8219239 0.8861677 0.9375749
## 50 1.0764616 0.9213559 1.0641165 0.8325598
##
## $ec
## NULL
##
## $tc
## CA FF AA TO
## 2 0.8252648 0.8619510 0.8583817 1.0390299
## 3 1.1555487 1.3029605 1.7040409 1.0995391
## 4 0.8975843 0.9980875 0.6460795 0.7768733
## 5 0.8624150 0.7345266 0.9416017 0.6367986
## 6 1.4208069 1.2837092 1.1572148 1.6973789
## 7 0.9188260 0.8053822 0.8596105 0.7172911
## 8 1.2597233 1.2835666 1.2537314 1.0427793
## 9 0.9238833 0.9842540 0.9931631 1.0417768
## 10 0.8839533 0.8755879 0.8593656 0.7821223
## 11 0.9894181 0.9597467 1.1678099 1.2375968
## 12 1.1324888 1.1725394 1.0884237 0.9338666
## 13 0.9714530 0.9302846 1.0309404 1.1514002
## 14 0.9125845 0.9631893 0.9297358 0.8765305
## 15 1.4934375 0.7457977 1.1027120 1.4710948
## 16 0.7285336 0.8616409 0.9521288 0.7473904
## 17 1.3432505 1.6510069 0.9740866 1.1854836
## 18 0.6546880 0.6781801 1.3112439 0.8695970
## 19 0.9596571 0.6970969 0.6020691 0.9190105
## 20 1.2833507 1.3154277 1.4007180 1.1593052
## 21 1.0351119 0.8367288 0.7661108 1.1157646
## 22 1.1320362 1.1237122 1.0735396 1.5733611
## 23 1.0549633 1.2191860 0.9421666 0.9506568
## 24 1.1832446 0.8032174 1.1834637 1.3590740
## 25 0.8122736 0.8167007 0.8764297 0.7515006
## 26 1.1357212 1.1709784 0.9074456 1.0176161
## 27 1.3303512 1.0630624 1.0764825 1.0215815
## 28 0.7574497 1.1138698 1.3691170 0.9164626
## 29 1.1912116 0.7970226 0.8099720 1.0600375
## 30 0.8194067 0.7788892 0.7549497 0.7506038
## 31 1.3464330 1.3515716 1.4782150 1.4706716
## 32 0.6896997 0.6790042 0.7313362 0.5940335
## 33 1.8844975 1.3758865 1.3431330 1.2553887
## 34 0.7474896 0.8652060 0.9591652 1.9666315
## 35 0.8723623 0.7486235 1.0525048 0.6406872
## 36 0.8826477 0.9494162 0.7510845 0.9368702
## 37 1.4711104 1.3460417 1.4603806 1.3311138
## 38 0.6846999 1.0383676 0.9515917 0.8035421
## 39 0.8745405 0.9673589 0.9364003 0.8508501
## 40 0.9538457 1.0614131 0.9345328 0.8656118
## 41 1.1293684 1.4226430 1.1931667 1.3692210
## 42 1.0943657 0.8919838 0.6645187 1.0400138
## 43 1.2292664 1.5358122 2.0146008 1.4137579
## 44 0.4976433 0.4782080 0.4816379 0.5243241
## 45 1.3088601 1.5558463 1.0879488 1.3515722
## 46 1.3193267 1.0041348 1.1545100 1.3459045
## 47 0.7733815 0.8428458 0.8679102 0.8033291
## 48 0.9946341 1.3185034 1.0861534 0.9932315
## 49 0.9102564 0.8219239 0.9468978 0.9969652
## 50 1.0059687 0.9213559 0.9958684 0.8901029
##
## $pech
## CA FF AA TO
## 2 1.0000000 1.0000000 1.0000000 1.2238158
## 3 1.0000000 1.0000000 1.0000000 1.0000000
## 4 1.0000000 1.0000000 1.0000000 1.0000000
## 5 1.0000000 1.0000000 1.0000000 1.0000000
## 6 1.0000000 1.0000000 1.0000000 1.0000000
## 7 1.0000000 1.0000000 1.0000000 1.0000000
## 8 1.0000000 1.0000000 1.0000000 1.0000000
## 9 1.0000000 0.9597400 1.0000000 1.0000000
## 10 1.0000000 1.0419488 1.0000000 1.0000000
## 11 1.0000000 1.0000000 1.0000000 1.0000000
## 12 1.0000000 1.0000000 1.0000000 0.9437583
## 13 1.0000000 1.0000000 1.0000000 1.0595933
## 14 1.0000000 1.0000000 1.0000000 1.0000000
## 15 1.0000000 1.0000000 1.0000000 1.0000000
## 16 1.0000000 0.9080086 1.0000000 0.9971201
## 17 1.0000000 1.1013111 1.0000000 1.0028882
## 18 1.0000000 1.0000000 1.0000000 1.0000000
## 19 1.0000000 1.0000000 1.0000000 1.0000000
## 20 1.0000000 1.0000000 1.0000000 1.0000000
## 21 1.0000000 1.0000000 1.0000000 1.0000000
## 22 1.0000000 1.0000000 0.9045637 1.0000000
## 23 1.0000000 1.0000000 1.1055054 1.0000000
## 24 1.0000000 1.0000000 1.0000000 1.0000000
## 25 1.0000000 1.0000000 1.0000000 1.0000000
## 26 1.0000000 1.0000000 1.0000000 1.0000000
## 27 1.0000000 1.0000000 0.9135589 1.0000000
## 28 1.0000000 1.0000000 1.0946201 1.0000000
## 29 1.0000000 0.9532682 1.0000000 1.0000000
## 30 1.0000000 1.0490227 1.0000000 1.0000000
## 31 1.0000000 1.0000000 1.0000000 1.0000000
## 32 1.0000000 1.0000000 1.0000000 1.0000000
## 33 1.0000000 1.0000000 1.0000000 0.9276175
## 34 0.9558253 1.0000000 1.0000000 1.0780306
## 35 1.0462163 1.0000000 1.0000000 1.0000000
## 36 1.0000000 1.0000000 1.0000000 1.0000000
## 37 1.0000000 1.0000000 1.0000000 1.0000000
## 38 1.0000000 1.0000000 1.0000000 1.0000000
## 39 0.8627322 1.0000000 1.0000000 1.0000000
## 40 1.1591082 1.0000000 1.0000000 1.0000000
## 41 1.0000000 1.0000000 1.0000000 1.0000000
## 42 1.0000000 1.0000000 1.0000000 1.0000000
## 43 1.0000000 1.0000000 1.0000000 0.9929886
## 44 0.9649175 1.0000000 1.0000000 1.0070610
## 45 1.0363580 1.0000000 1.0000000 1.0000000
## 46 1.0000000 1.0000000 1.0000000 0.9939304
## 47 1.0000000 1.0000000 1.0000000 1.0061067
## 48 1.0000000 1.0000000 1.0000000 1.0000000
## 49 1.0000000 1.0000000 1.0000000 1.0000000
## 50 1.0000000 1.0000000 1.0000000 1.0000000
##
## $sech
## CA FF AA TO
## 2 0.7108191 1.0000000 0.8944201 1.7607316
## 3 0.6612509 1.0000000 1.1180428 1.0000000
## 4 2.1275249 1.0000000 1.0000000 1.0000000
## 5 0.9470665 1.0000000 1.0000000 0.9031345
## 6 1.0558920 1.0000000 1.0000000 1.1072548
## 7 1.0000000 1.0000000 1.0000000 1.0000000
## 8 1.0000000 0.7105314 0.5315815 0.5724292
## 9 0.9859986 0.9668980 1.8811790 1.7469409
## 10 1.0142002 1.4555801 0.6810704 1.0000000
## 11 0.8065939 1.0000000 1.1675112 1.0000000
## 12 1.2397813 1.0000000 1.2576128 0.9092645
## 13 0.9123055 1.0000000 1.0000000 1.0997900
## 14 0.9966620 1.0000000 0.9886979 0.8590920
## 15 1.0997951 0.9613790 0.5868742 1.0993875
## 16 0.9858787 0.6320034 1.7234209 0.4963461
## 17 1.0143236 1.6458338 0.8618254 1.4618006
## 18 0.9899314 1.0000000 1.1603278 1.4592739
## 19 0.8456890 1.0000000 1.0000000 1.0000000
## 20 0.8351934 1.0000000 1.0000000 0.6047765
## 21 1.4302013 0.9475564 1.0000000 1.6535033
## 22 0.7334215 0.9178188 0.5120997 1.0000000
## 23 1.3634724 1.1498415 1.9527447 1.0000000
## 24 1.0000000 0.6637830 1.0000000 1.0000000
## 25 1.0000000 1.5065164 1.0000000 1.0000000
## 26 1.0000000 1.0000000 0.7754139 1.0000000
## 27 1.0000000 0.9523512 1.0135293 0.8233394
## 28 0.6530276 0.5294688 1.2724188 0.9212287
## 29 1.5313288 1.3725904 1.0000000 1.3184196
## 30 1.0000000 1.4448460 1.0000000 1.0000000
## 31 1.0000000 1.0000000 0.6988486 1.0000000
## 32 1.0000000 1.0000000 1.4309251 0.7209550
## 33 1.0000000 1.0000000 0.7931496 0.8124048
## 34 0.6182318 1.0000000 1.2607963 1.7073373
## 35 1.4255484 1.0000000 1.0000000 0.9195581
## 36 1.1346624 1.0000000 1.0000000 1.0874788
## 37 1.0000000 1.0000000 1.0000000 0.7010090
## 38 0.9993660 1.0000000 1.0000000 1.3609868
## 39 0.8850106 1.0000000 1.0000000 1.0481478
## 40 1.1306468 1.0000000 1.0000000 1.0000000
## 41 1.0000000 0.6064543 1.0000000 1.0000000
## 42 1.0000000 1.6489290 0.6122151 0.6968626
## 43 1.0000000 0.9158205 1.6334128 1.3471720
## 44 0.9803388 1.0919170 1.0000000 1.0651967
## 45 1.0200555 1.0000000 1.0000000 1.0000000
## 46 1.0000000 1.0000000 0.9758307 0.7394845
## 47 1.0000000 1.0000000 0.9324920 1.3375046
## 48 1.0000000 1.0000000 1.0989564 0.9979329
## 49 0.9345142 1.0000000 0.9358641 0.9404289
## 50 1.0700747 1.0000000 1.0685312 0.9353524
##
## $obtech
## NULL
##
## $ibtech
## NULL
##
## $matech
## NULL
##
## $eff_all
## $eff_all$efficiency.crs
## CA FF AA TO
## 1 1.0000000 1.0000000 1.0000000 0.4640778
## 2 0.7108191 1.0000000 0.8944201 1.0000000
## 3 0.4700298 1.0000000 1.0000000 1.0000000
## 4 1.0000000 1.0000000 1.0000000 1.0000000
## 5 0.9470665 1.0000000 1.0000000 0.9031345
## 6 1.0000000 1.0000000 1.0000000 1.0000000
## 7 1.0000000 1.0000000 1.0000000 1.0000000
## 8 1.0000000 0.7105314 0.5315815 0.5724292
## 9 0.9859986 0.6593523 1.0000000 1.0000000
## 10 1.0000000 1.0000000 0.6810704 1.0000000
## 11 0.8065939 1.0000000 0.7951573 1.0000000
## 12 1.0000000 1.0000000 1.0000000 0.8581259
## 13 0.9123055 1.0000000 1.0000000 1.0000000
## 14 0.9092603 1.0000000 0.9886979 0.8590920
## 15 1.0000000 0.9613790 0.5802413 0.9444750
## 16 0.9858787 0.5517013 1.0000000 0.4674364
## 17 1.0000000 1.0000000 0.8618254 0.6852723
## 18 0.9899314 1.0000000 1.0000000 1.0000000
## 19 0.8371741 1.0000000 1.0000000 1.0000000
## 20 0.6992023 1.0000000 1.0000000 0.6047765
## 21 1.0000000 0.9475564 1.0000000 1.0000000
## 22 0.7334215 0.8696850 0.4632268 1.0000000
## 23 1.0000000 1.0000000 1.0000000 1.0000000
## 24 1.0000000 0.6637830 1.0000000 1.0000000
## 25 1.0000000 1.0000000 1.0000000 1.0000000
## 26 1.0000000 1.0000000 0.7754139 1.0000000
## 27 1.0000000 0.9523512 0.7179703 0.8233394
## 28 0.6530276 0.5042402 1.0000000 0.7584839
## 29 1.0000000 0.6597715 1.0000000 1.0000000
## 30 1.0000000 1.0000000 1.0000000 1.0000000
## 31 1.0000000 1.0000000 0.6988486 1.0000000
## 32 1.0000000 1.0000000 1.0000000 0.7209550
## 33 1.0000000 1.0000000 0.7931496 0.5433124
## 34 0.5909217 1.0000000 1.0000000 1.0000000
## 35 0.8813194 1.0000000 1.0000000 0.9195581
## 36 1.0000000 1.0000000 1.0000000 1.0000000
## 37 1.0000000 1.0000000 1.0000000 0.7010090
## 38 0.9993660 1.0000000 1.0000000 0.9540640
## 39 0.7630431 1.0000000 1.0000000 1.0000000
## 40 1.0000000 1.0000000 1.0000000 1.0000000
## 41 1.0000000 0.6064543 1.0000000 1.0000000
## 42 1.0000000 1.0000000 0.6122151 0.6968626
## 43 1.0000000 0.9158205 1.0000000 0.9322115
## 44 0.9459461 1.0000000 1.0000000 1.0000000
## 45 1.0000000 1.0000000 1.0000000 1.0000000
## 46 1.0000000 1.0000000 0.9758307 0.7349961
## 47 1.0000000 1.0000000 0.9099542 0.9890639
## 48 1.0000000 1.0000000 1.0000000 0.9870194
## 49 0.9345142 1.0000000 0.9358641 0.9282216
## 50 1.0000000 1.0000000 1.0000000 0.8682142
##
## $eff_all$efficiency.vrs
## CA FF AA TO
## 1 1.0000000 1.0000000 1.0000000 0.8171165
## 2 1.0000000 1.0000000 1.0000000 1.0000000
## 3 1.0000000 1.0000000 1.0000000 1.0000000
## 4 1.0000000 1.0000000 1.0000000 1.0000000
## 5 1.0000000 1.0000000 1.0000000 1.0000000
## 6 1.0000000 1.0000000 1.0000000 1.0000000
## 7 1.0000000 1.0000000 1.0000000 1.0000000
## 8 1.0000000 1.0000000 1.0000000 1.0000000
## 9 1.0000000 0.9597400 1.0000000 1.0000000
## 10 1.0000000 1.0000000 1.0000000 1.0000000
## 11 1.0000000 1.0000000 1.0000000 1.0000000
## 12 1.0000000 1.0000000 1.0000000 0.9437583
## 13 1.0000000 1.0000000 1.0000000 1.0000000
## 14 1.0000000 1.0000000 1.0000000 1.0000000
## 15 1.0000000 1.0000000 1.0000000 1.0000000
## 16 1.0000000 0.9080086 1.0000000 0.9971201
## 17 1.0000000 1.0000000 1.0000000 1.0000000
## 18 1.0000000 1.0000000 1.0000000 1.0000000
## 19 1.0000000 1.0000000 1.0000000 1.0000000
## 20 1.0000000 1.0000000 1.0000000 1.0000000
## 21 1.0000000 1.0000000 1.0000000 1.0000000
## 22 1.0000000 1.0000000 0.9045637 1.0000000
## 23 1.0000000 1.0000000 1.0000000 1.0000000
## 24 1.0000000 1.0000000 1.0000000 1.0000000
## 25 1.0000000 1.0000000 1.0000000 1.0000000
## 26 1.0000000 1.0000000 1.0000000 1.0000000
## 27 1.0000000 1.0000000 0.9135589 1.0000000
## 28 1.0000000 1.0000000 1.0000000 1.0000000
## 29 1.0000000 0.9532682 1.0000000 1.0000000
## 30 1.0000000 1.0000000 1.0000000 1.0000000
## 31 1.0000000 1.0000000 1.0000000 1.0000000
## 32 1.0000000 1.0000000 1.0000000 1.0000000
## 33 1.0000000 1.0000000 1.0000000 0.9276175
## 34 0.9558253 1.0000000 1.0000000 1.0000000
## 35 1.0000000 1.0000000 1.0000000 1.0000000
## 36 1.0000000 1.0000000 1.0000000 1.0000000
## 37 1.0000000 1.0000000 1.0000000 1.0000000
## 38 1.0000000 1.0000000 1.0000000 1.0000000
## 39 0.8627322 1.0000000 1.0000000 1.0000000
## 40 1.0000000 1.0000000 1.0000000 1.0000000
## 41 1.0000000 1.0000000 1.0000000 1.0000000
## 42 1.0000000 1.0000000 1.0000000 1.0000000
## 43 1.0000000 1.0000000 1.0000000 0.9929886
## 44 0.9649175 1.0000000 1.0000000 1.0000000
## 45 1.0000000 1.0000000 1.0000000 1.0000000
## 46 1.0000000 1.0000000 1.0000000 0.9939304
## 47 1.0000000 1.0000000 1.0000000 1.0000000
## 48 1.0000000 1.0000000 1.0000000 1.0000000
## 49 1.0000000 1.0000000 1.0000000 1.0000000
## 50 1.0000000 1.0000000 1.0000000 1.0000000
##
## $eff_all$efficiency_t_t1.crs
## CA FF AA TO
## 2 0.6623111 0.8914075 0.7909303 1.1798904
## 3 0.5256276 1.6406586 2.4216129 1.2142219
## 4 1.0964720 1.6207615 0.8154579 0.8483041
## 5 0.9642756 1.0917536 1.0873802 0.7706818
## 6 1.8600898 1.4311809 1.2992916 2.2664191
## 7 1.3831340 0.8996918 0.9596935 1.0270578
## 8 1.4598961 0.9269268 0.7110978 0.7267285
## 9 1.1375961 0.7058662 1.0523263 1.1537502
## 10 0.9301000 0.8492998 0.6130279 0.8905509
## 11 0.9058929 1.2833024 0.9297325 1.2311724
## 12 1.3334520 1.5733012 1.2450866 0.8196659
## 13 1.0573024 1.3198614 0.8384827 1.1703986
## 14 0.8568971 1.3066550 0.9051055 0.8178896
## 15 1.9940936 1.0762471 0.5914851 1.2359504
## 16 0.9485904 0.4716584 0.9621776 0.3557597
## 17 1.3523592 2.0230553 0.9581625 0.8768825
## 18 0.6187461 0.9745529 1.7396165 1.0044748
## 19 0.9692926 0.9525577 1.2683696 1.1834275
## 20 0.9161983 1.8471386 1.7100312 0.7926165
## 21 1.2122589 0.9486656 1.0480105 1.1059095
## 22 0.9541393 1.0437504 0.7571031 2.2432899
## 23 1.0667572 1.4198796 1.2809098 1.8004208
## 24 1.4621850 0.6621106 1.4346349 1.7473112
## 25 1.0091039 0.7626706 1.3467890 0.9685417
## 26 1.2636831 1.2861079 0.9481271 1.2181835
## 27 1.8571300 0.9920519 0.7360068 0.8920902
## 28 0.5984754 0.5965167 2.0453441 0.6951221
## 29 1.3654355 0.5330013 1.0012056 1.0262091
## 30 1.4248995 0.9525382 0.7655777 0.8770083
## 31 1.7778023 1.3952061 0.9638508 1.7592557
## 32 0.7226878 0.9552062 0.8673952 0.5018374
## 33 2.3953508 1.9331738 1.2643472 0.7399499
## 34 0.4744014 1.3457218 1.1564338 3.7252294
## 35 0.7545186 0.8822188 1.3641324 0.8192182
## 36 0.8587916 1.0982503 0.9369452 1.0083829
## 37 1.7537275 1.4884472 1.8114970 1.0688234
## 38 0.8365180 1.2882454 1.1070898 0.9501357
## 39 0.7461713 1.2617665 1.1892980 0.8256160
## 40 1.0691972 1.1572123 1.1822839 0.9940357
## 41 1.8433040 1.1166241 1.6168108 1.2521409
## 42 1.6109012 0.9914744 0.4533963 1.0528682
## 43 1.7775436 1.3916848 2.4058983 1.5092087
## 44 0.4928228 0.5570016 0.9047501 0.5267473
## 45 1.4630001 2.6742256 1.3693916 1.3091341
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## CA FF AA TO
## DAT 14.87271 14.948936 17.501849 15.323871
## GIONG 25.56374 17.732345 16.615657 19.820761
## PHAN 10.82239 10.789701 8.646649 7.176092
## LDONG 17.23513 20.191093 22.534707 15.952580
## GBAN 13.86771 8.999018 11.071265 10.263446
##
## $output
## CA FF AA TO
## SLUONG 214.0619 268.3483 201.2566 165.6644
##
## $dmunames
## [1] "CA" "FF" "AA" "TO"
##
## $nc_inputs
## NULL
##
## $nc_outputs
## NULL
##
## $nd_inputs
## NULL
##
## $nd_outputs
## NULL
##
## $ud_inputs
## NULL
##
## $ud_outputs
## NULL
##
## attr(,"class")
## [1] "deadata"
##
## $datadealist$`50`
## $input
## CA FF AA TO
## DAT 21.206046 14.40506 14.398970 16.44869
## GIONG 18.863660 23.13037 22.928618 17.26626
## PHAN 9.290562 11.54598 8.723188 12.11657
## LDONG 13.682209 15.71556 21.795845 23.35054
## GBAN 6.999599 11.45070 10.760269 11.68322
##
## $output
## CA FF AA TO
## SLUONG 171.6532 243.4732 252.6871 165.2077
##
## $dmunames
## [1] "CA" "FF" "AA" "TO"
##
## $nc_inputs
## NULL
##
## $nc_outputs
## NULL
##
## $nd_inputs
## NULL
##
## $nd_outputs
## NULL
##
## $ud_inputs
## NULL
##
## $ud_outputs
## NULL
##
## attr(,"class")
## [1] "deadata"
##
##
## $dmu_eval
## CA FF AA TO
## 1 2 3 4
##
## $dmu_ref
## CA FF AA TO
## 1 2 3 4
##
## $orientation
## [1] "io"
##
## $rts
## [1] "vrs"
##
## $type1
## [1] "cont"
##
## $type2
## [1] "fgnz"
##
## $tc_vrs
## [1] FALSE
##
## $modelname
## [1] "malmquist"
##
## attr(,"class")
## [1] "dea"