get_pps.RdPerform proportional to population size (PPS) sampling based on SMART approach
get_pps(df, pop, m)
| df | A data.frame of clusters/villages with their population size |
|---|---|
| pop | A character value specifying the name of the variable in `df` for the population size information |
| m | Number of clusters |
A data.frame which is a subset of `df` of the selected clusters for the survey sample. A new variable called `cluster_id` is created which identifies the cluster number and the reserved clusters.
get_pps(df = villageList1, pop = "pop", m = 30)#> $`Sample clusters 1` #> village_id village_name pop cum_pop clusters #> 1 1 Libo 530 1-530 #> 2 2 Derka 205 531-735 #> 3 3 Abito 270 736-1005 #> 4 4 Yebiso 260 1006-1265 #> 5 5 Amebo 390 1266-1655 #> 6 6 Mille 345 1656-2000 #> 7 7 Abajala 385 2001-2385 #> 8 8 Kutayuwedajo 325 2386-2710 #> 9 9 Abesho 360 2711-3070 #> 10 10 Shenbutie 200 3071-3270 #> 11 11 Jila 1035 3271-4305 #> 12 12 Ayata 1070 4306-5375 1 #> 13 13 Werbecho 1250 5376-6625 #> 14 14 Yebello 1150 6626-7775 #> 15 15 Mayan mamedo 1430 7776-9205 #> 16 16 Mayan Ameraro 1390 9206-10595 #> 17 17 Tinibilka 550 10596-11145 2 #> 18 18 Arado 835 11146-11980 #> 19 19 Alekodayo 675 11981-12655 #> 20 20 Weredero 835 12656-13490 #> 21 21 Metero 485 13491-13975 #> 22 22 Layamba 415 13976-14390 #> 23 23 Jerjero 525 14391-14915 #> 24 24 Wushel 530 14916-15445 #> 25 25 Berara tuwate tsehay 915 15446-16360 3 #> 26 26 Berara mata tsehay 1170 16361-17530 #> 27 27 Tikissa 900 17531-18430 #> 28 28 Adiss Amba 950 18431-19380 #> 29 29 Genfot 1020 19381-20400 #> 30 30 Fela mata tsehay 1040 20401-21440 #> 31 31 Fela Tuwate tsehay 960 21441-22400 4 #> 32 32 Jerjero 1125 22401-23525 #> 33 33 Arado 675 23526-24200 #> 34 34 Koso 1125 24201-25325 #> 35 35 Amorgedele 650 25326-25975 #> 36 36 Ketie 925 25976-26900 #> 37 37 Meyane 1120 26901-28020 5 #> 38 38 Tedech 835 28021-28855 #> 39 39 Gobey 1150 28856-30005 #> 40 40 Jema 600 30006-30605 #> 41 41 Golbo 655 30606-31260 #> 42 42 Laygodemesh 855 31261-32115 #> 43 43 Assinefechign 850 32116-32965 6 #> 44 44 Yebase 650 32965-33615 #> 45 45 Anegefa 440 33616-34055 #> 46 46 Chefie 440 34056-34495 #> 47 47 Buko Ager 700 34496-35195 #> 48 48 Chorka mender 605 35196-35800 #> 49 49 Abulie Ager 655 35801-36455 #> 50 50 Megera 900 36456-37355 #> 51 51 Chewagisa 870 37356-38225 7 #> 52 52 Kermemie 695 38226-38920 #> 53 53 Layebelsie 520 38921-39440 #> 54 54 Tachebelsie 740 39441-40180 #> 55 55 Wedey Ager 865 40181-41045 #> 56 56 Eriko 885 41046-41930 #> 57 57 Guassa 1270 41931-43200 8 #> 58 58 Maru Ager 340 43201-43540 #> 59 59 Temsase 500 43541-44040 #> 60 60 Werdero 305 44041-44345 #> 61 61 Mehalejebene 350 44346-44695 #> 62 62 Weltu 1095 44695-45790 #> 63 63 Mentawu Adem 830 45791-46620 #> 64 64 Mamedo 350 46621-46970 #> 65 65 Kombelti 400 46971-47370 #> 66 66 Kedir Ager 390 47371-47760 #> 67 67 Derka 1020 47761-48780 9 #> 68 68 Gelbite 330 48781-49110 #> 69 69 Neftegna 510 49111-49620 #> 70 70 Mehalgedewa 515 49621-50135 #> 71 71 Gerjaja 420 50135-50555 #> 72 72 Meskel Metekosha 1080 50556-51635 #> 73 73 Gobeden 660 51636-52295 #> 74 74 Alyu Ager 690 52296-52985 #> 75 75 Temsase 545 52986-53530 #> 76 76 Gergas 1075 53530-54605 10 #> 77 77 Kili Ager 695 54606-55300 #> 78 78 Ali Ager/Abu ager 980 55301-56280 #> 79 79 Gobeya 745 56281-57025 #> 80 80 Abesho Ager 790 57026-57815 #> 81 81 Webebie 1135 57816-58950 #> 82 82 Arero 610 58951-59560 11 #> 83 83 Lebo Ager 850 59561-60410 #> 84 84 Erkoche 905 60411-61315 #> 85 85 Wayna 786 61316-62101 #> 86 86 Geshomender 786 62102-62887 #> 87 87 Dejuwasha 786 62888-63673 #> 88 88 Abayasin jema 786 63673-64459 #> 89 89 Werebecho 786 64460-65245 12 #> 90 90 Motie 786 65246-66031 #> 91 91 Keygedel 786 66032-66817 #> 92 92 Tidegebeya 1600 66818-68417 #> 93 93 Mechela 786 68418-69203 #> 94 94 Chichita 786 69204-69989 #> 95 95 Betassa 751 69990-70740 13 #> 96 96 Albiko 1000 70741-71740 #> 97 97 Jimetit 750 71741-72490 #> 98 98 Sefiyat 752 72491-73242 #> 99 99 Yejerti 751 73243-73993 #> 100 100 Chermu 751 73994-74744 #> 101 101 Alaye 751 74744-75495 #> 102 102 Jema 751 75496-76246 14 #> 103 103 Derenso 751 76247-76997 #> 104 104 Jorkie 751 76998-77748 #> 105 105 Mukedad 465 77749-78213 #> 106 106 AbabidaAger 765 78214-78978 #> 107 107 Yinale 645 78979-79623 #> 108 108 Ali Ager 665 79624-80288 #> 109 109 Weldiye Ager 475 80289-80763 #> 110 110 Dabosh Ager 515 80764-81278 15 #> 111 111 Delo Ager 650 81279-81928 #> 112 112 Jimogodo 875 81929-82803 #> 113 113 Ababilana karagora 295 82804-83098 #> 114 114 Wereruga 155 83099-83253 #> 115 115 Abajeruna zobele 270 83254-83523 #> 116 116 Chikaberet 190 83524-83713 #> 117 117 Abakkurie 175 83714-83888 #> 118 118 Abawussen 150 83889-84038 #> 119 119 Ababula 170 84039-84208 #> 120 120 Wujira 155 84209-84363 #> 121 121 Abajila 280 84364-84643 #> 122 122 Kelina 340 84643-84983 #> 123 123 2 haraAbawatie,Aba keye 270 84984-85253 #> 124 124 Abawdya Ager 390 85254-85643 #> 125 125 Eshetie Ager 585 85644-86228 #> 126 126 Dolie Ager and Abaya ager 1030 86228-87258 16 #> 127 127 Bejerond Ager 435 87258-87693 #> 128 128 Mussie Ager 505 87694-88198 #> 129 129 Tolaye Ager 735 88199-88933 #> 130 130 Assen Ager 810 88934-89743 #> 131 131 Kurach Ager 1030 89743-90773 #> 132 132 Kat 750 90774-91523 #> 133 133 Abageferssa 480 91524-92003 17 #> 134 134 Asgedo 1180 92004-93183 #> 135 135 Abaweldiye 435 93183-93618 #> 136 136 Terfoch 620 93619-94238 #> 137 137 Gobeden 455 94239-94693 #> 138 138 Adiss Amba 720 94694-95413 #> 139 139 Sheh Agerna totela 1025 95414-96438 #> 140 140 Kotuna Beret 750 96439-97188 #> 141 141 Tigaja 805 97189-97993 18 #> 142 142 Diblena senta 705 97994-98698 #> 143 143 Bonaager 375 98699-99073 #> 144 144 Acheno 250 99074-99323 #> 145 145 Abuyeager 185 99324-99508 #> 146 146 Leku 445 99509-99953 #> 147 147 Gedero 270 99954-100223 #> 148 148 Doyo Ager 395 100224-100618 #> 149 149 Mentera NA 100618 #> 150 150 Samte NA 100618 #> 151 151 Wedey 675 100619-101293 #> 152 152 Ellu 495 101294-101788 #> 153 153 Adela 748 101789-102536 #> 154 154 Jejero 514 102536-103050 19 #> 155 155 Derenssa 677 103051-103727 #> 156 156 Matebo 702 103727-104429 #> 157 157 Kenbeto 676 104430-105105 #> 158 158 Korerie 772 105106-105877 #> 159 159 Negewo 585 105876-106462 #> 160 160 Haroye 663 106463-107125 #> 161 161 Hedo 442 107126-107567 #> 162 162 Yegof 885 107568-108452 20 #> 163 163 Duleta 945 108452-109397 #> 164 164 Babu ager 970 109397-110367 #> 165 165 Chorka Mender 1005 110367-111372 #> 166 166 Tedie 870 111373-112242 #> 167 167 Birbira 870 112243-113112 #> 168 168 Bekimos 750 113113-113862 21 #> 169 169 Jewa Ager 875 113863-114737 #> 170 170 Abachufa 510 114738-115247 #> 171 171 Adengur 420 115248-115667 #> 172 172 Abalema 570 115668-116237 #> 173 173 Amedu Mender 615 116238-116852 #> 174 174 Timhirtbet 535 116853-117387 #> 175 175 Shoto Ager 590 117389-117977 #> 176 176 Degendo 645 117978-118622 #> 177 177 Abecho 770 118623-119392 22 #> 178 178 Salaysh 585 119393-119977 #> 179 179 Biru Ager 555 119978-120532 #> 180 180 Adarash 890 120533-121422 #> 181 181 Bilido 1000 121422-122422 #> 182 182 Kurkur 520 122423-122942 #> 183 183 Tebasit 470 122943-123412 #> 184 184 Jema 790 123413-124202 #> 185 185 Tiro 580 124203-124782 23 #> 186 186 Temujegola 925 124783-125707 #> 187 187 Jegolasitaya 935 125708-126642 #> 188 188 Kutayena Bayush 1020 126643-127662 #> 189 189 Temuna Adey 970 127663-128632 #> 190 190 Chanchona Weynie 500 128634-129132 #> 191 191 Doyenona Bukassa 720 129133-129852 24 #> 192 192 Gobeya 840 129853-130692 #> 193 193 Kutana Tide Amba 570 130693-131262 #> 194 194 Gelsha 500 131263-131762 #> 195 195 Tach Gelsha 580 131763-132342 #> 196 196 Asho Ager 410 132343-132752 #> 197 197 Tofina Giragn meda 725 132753-133477 #> 198 198 Mendebona feto 870 133478-134347 #> 199 199 Kutaye 580 134348-134927 #> 200 200 Abadeneb 450 134927-135377 25 #> 201 201 Yererie gora 465 135378-135842 #> 202 202 Kolbo 515 135843-136357 #> 203 203 Wayana 815 136358-137172 #> 204 204 Gena Memcha 500 137173-137672 #> 205 205 Kundina Yekosso 500 137672-138172 #> 206 206 Aba Jigar Ager 565 138173-138737 #> 207 207 Wateya 730 138738-139467 #> 208 208 Negwelina Gotera 425 139468-139892 #> 209 209 Ginbarona gudfo 595 139893-140487 #> 210 210 Abiagerna Betoager 625 140488-141112 26 #> 211 211 Jema ababorena NA 141112 #> 212 212 Nechirona Jareso 560 141113-141672 #> 213 213 Sukina sekela 765 141673-142437 #> 214 214 Ashoyena Arbachama 650 142438-143087 #> 215 215 Habona tere 595 143088-143682 #> 216 216 Dedibona Geferssa 775 143683-144457 #> 217 217 Ankabo 535 144458-144992 #> 218 218 Mussie Ager 560 144993-145552 #> 219 219 Lebona Derka 590 145553-146142 27 #> 220 220 Ayedefer 620 146143-146762 #> 221 221 Abayelos 640 146763-147402 #> 222 222 Tach kelad 630 147403-148032 #> 223 223 Tiququro 530 148033-148562 #> 224 224 Aba Alula 510 148563-149072 #> 225 225 Lay kelad 960 149073-150032 #> 226 226 wayu Ager 720 150033-150752 #> 227 227 Dawud Ager 780 150753-151532 28 #> 228 228 Enessana 840 151533-152372 #> 229 229 Jejero 605 152373-152977 #> 230 230 Kundi 580 152978-153557 #> 231 231 Zawuyoch 580 153558-154137 #> 232 232 Tilk 555 154138-154692 #> 233 233 Goshign 705 154693-155397 #> 234 234 Geter(Enkulaloch) 550 155398-155947 #> 235 235 Teje Weha 630 155948-156577 #> 236 236 Aba balie 735 156578-157312 29 #> 237 237 Ayteke 720 157313-158032 #> 238 238 Eyasuna Jawi 615 150833-158647 #> 239 239 Bikeru 580 158648-159227 #> 240 240 Abajerie 580 159228-159807 #> 241 241 Aba bula 435 159808-160242 #> 242 242 Aba Jareso 535 160243-160777 #> 243 243 Amara Genda 630 160778-161407 #> 244 244 Erefona cherkos 620 161408-162027 #> 245 245 Legelafetona Alebeko 645 162028-162672 30 #> 246 246 Amboasa 465 162673-163137 #> 247 247 Kemerdengayna Menderoch 435 163138-163572 #> 248 248 Ambo 510 163573-164082 #> 249 249 Soni 525 164083-164607 #> 250 250 Birbirti 445 164608-165052 #> 251 251 Gedebo 690 165053-165742 #> 252 252 Meyo 520 165743-166262 #> 253 253 Sereser 480 166263-166742 #> 254 254 Rera 535 166743-167277 #> 255 255 Legelafeto 530 167278-167807 31 #> 256 256 Chichitana kotu 400 167808-168207 #> 257 257 AbarebaAgerna Shariya 570 168208-168777 #> 258 258 Beret 495 168778-169272 #> 259 259 Horu Ager 550 169273-169822 #> 260 260 Tatessa 620 169823-170442 #> 261 261 Aba Doyo 645 170443-171087 #> 262 262 Jeba Ager 555 171088-171642 #> 263 263 Aba Jibo Ager 545 171643-172187 #> 264 264 Babogna 760 172188-172947 #> 265 265 Gadula 630 172948-173577 32 #> 266 266 Kilkilo 555 173578-174132 #> 267 267 Gemeboba 490 174133-174622 #> 268 268 Satiro 515 174623-175137 #> 269 269 Adem Ager 535 175138-175672 #> 270 270 Dedie 445 175673-176117 #> 271 271 Jaferena Teloch 445 176118-176562 #> 272 272 Yimerie Ager 875 176563-177437 #> 273 273 Endulti 610 177438-178047 #> 274 274 Washa 870 178048-178917 33 #> 275 275 Tucha 895 178918-179812 #> 276 276 Kundo 750 179813-180562 #> 277 277 Abayo 585 180563-181147 #> 278 278 Gero 765 181148-181912 #> 279 279 Wahilo 790 181913-182702 #> 280 280 Senselet 475 182702-183177 #> 281 281 Dego 945 183178-184122 34 #> #> $`Sample clusters 2` #> cluster_id ctype village_id village_name pop cum_pop #> 1 1 primary 12 Ayata 1070 4306-5375 #> 2 2 primary 17 Tinibilka 550 10596-11145 #> 3 3 primary 25 Berara tuwate tsehay 915 15446-16360 #> 4 4 primary 31 Fela Tuwate tsehay 960 21441-22400 #> 5 5 reserved 37 Meyane 1120 26901-28020 #> 6 6 primary 43 Assinefechign 850 32116-32965 #> 7 7 primary 51 Chewagisa 870 37356-38225 #> 8 8 primary 57 Guassa 1270 41931-43200 #> 9 9 primary 67 Derka 1020 47761-48780 #> 10 10 primary 76 Gergas 1075 53530-54605 #> 11 11 primary 82 Arero 610 58951-59560 #> 12 12 reserved 89 Werebecho 786 64460-65245 #> 13 13 primary 95 Betassa 751 69990-70740 #> 14 14 primary 102 Jema 751 75496-76246 #> 15 15 primary 110 Dabosh Ager 515 80764-81278 #> 16 16 primary 126 Dolie Ager and Abaya ager 1030 86228-87258 #> 17 17 primary 133 Abageferssa 480 91524-92003 #> 18 18 primary 141 Tigaja 805 97189-97993 #> 19 19 primary 154 Jejero 514 102536-103050 #> 20 20 primary 162 Yegof 885 107568-108452 #> 21 21 primary 168 Bekimos 750 113113-113862 #> 22 22 primary 177 Abecho 770 118623-119392 #> 23 23 reserved 185 Tiro 580 124203-124782 #> 24 24 primary 191 Doyenona Bukassa 720 129133-129852 #> 25 25 primary 200 Abadeneb 450 134927-135377 #> 26 26 primary 210 Abiagerna Betoager 625 140488-141112 #> 27 27 primary 219 Lebona Derka 590 145553-146142 #> 28 28 primary 227 Dawud Ager 780 150753-151532 #> 29 29 primary 236 Aba balie 735 156578-157312 #> 30 30 primary 245 Legelafetona Alebeko 645 162028-162672 #> 31 31 reserved 255 Legelafeto 530 167278-167807 #> 32 32 primary 265 Gadula 630 172948-173577 #> 33 33 primary 274 Washa 870 178048-178917 #> 34 34 primary 281 Dego 945 183178-184122 #> #> $`Reserved clusters` #> [1] 23 12 31 5 #>