latihan regresi

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Variabel Terikat Va zona Y X1 1 216 796 2 459 314 3 108 272 4 79 304 5 112 388 6 580 617 7 452 522 8 167 448 9 363 375 10 796 254 N=10 3332 4290 333.2 429 Jumlah Bangkitan Perjalanan (smp/tahun) Penduduk (ribuan) Rata 2

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Variabel bebas dan terikatVariabel TerikatVariabel BebaszonaJumlah Bangkitan Perjalanan (smp/tahun)Jumlah Penduduk (ribuan)Jumlah Kepemilikan Kendaraan

YX1X21216796175245931442231082721854793047965112388198658061747674525222798167448136936337533510796254285N=10333242903287Rata2333.2429328.7

Regresi 1 variabel bebaszonaJumlah Bangkitan Perjalanan (smp/tahun)Jumlah Penduduk (ribuan)Jumlah Kepemilikan Kendaraanx1x2yx1-xx2-xy1-y(x1-x)2(x2-x)2(y1-y)2(x1-x)(y1-y)(x2-x)(y1-y)YX1X2796175216367-153.7-117.213468923623.6913735.84-43012.418013.641216796175314422459-11593.3125.8132258704.8915825.64-1446711737.142459314422272185108-157-143.7-225.22464920649.6950715.0435356.432361.24310827218530479679-125467.3-254.215625218369.2964617.6431775-118787.66479304796388198112-41-130.7-221.2168117082.4948929.449069.228910.845112388198617476580188147.3246.83534421697.2960910.2446398.436353.64658061747652227945293-49.7118.886492470.0914113.4411048.4-5904.36745252227944813616719-192.7-166.236137133.2927622.44-3157.832026.748167448136375335363-546.329.8291639.69888.04-1609.2187.749363375335254285796-175-43.7462.8306251909.69214183.84-80990-20224.3610796254285Hasil Penjumlahan267764351680.1511541.6-958914674.6N=10333242903287Rata2333.2429328.7persamaan 1b-0.0358113861Dengan :a348.5630846566x adalah x rata-ratay adalah y rata-ratapersamaan 2b0.0417271264a319.4842935384

Regresi 2 variabel bebaszonaJumlah Bangkitan Perjalanan (smp/tahun)Jumlah Penduduk (ribuan)Jumlah Kepemilikan Kendaraan

YX1X21216796175X1X2YX1YX2YX1X2(X1)2(x2)2(y)2245931442279617521617193637800139300633616306254665631082721853144224591441261936981325089859617808421068147930479627218510829376199805032073984342251166451123881983047967924016628842419849241663361662416580617476388198112434562217676824150544392041254474525222796174765803578602760802936923806892265763364008167448136522279452235944126108145638272484778412043049363375335448136167748162271260928200704184962788910796254285375335363136125121605125625140625112225131769N=10332742853282254285796202184226860723906451681225633616Rata2332.7428.5328.2Hasil Penjumlahan141983911099031339209210817414321171621764

Output Regresi Variabel 2 bebasSUMMARY OUTPUT

Regression StatisticsMultiple R0.0391924148R Square0.0015360454Adjusted R Square-0.2837393702Standard Error270.1205680243Observations10ANOVAdfSSMSFSignificance FRegression2785.7511115912392.87555579560.00538442960.9946341558Residual7510755.84888840972965.1212697727Total9511541.6

CoefficientsStandard Errort StatP-valueLower 95%Upper 95%Lower 95.0%Upper 95.0%Intercept332.4395092301316.74664527181.04954389950.3288064782-416.54728979021081.4263082503-416.54728979021081.4263082503X Variable 1-0.02615734560.5365361045-0.04875225620.9624785821-1.29486363021.242548939-1.29486363021.242548939X Variable 20.03645266820.46816737750.07786246960.9401163718-1.07058726641.1434926028-1.07058726641.1434926028PROBABILITY OUTPUT

PercentileY579151082511235167452165536365452754598558095796

Validasi metode regresizonaJumlah Bangkitan Perjalanan (smp/tahun)Jumlah Penduduk (ribuan)Jumlah Kepemilikan Kendaraan

YX1X2X1X2Y121 -2 -(1 -)2(2 -)2Y-1Y-2(Y-1)2(Y-2)21216796175796175216320.0632326.7775-13.1368-6.4225172.5755142441.24850625-104.0632-110.777510829.1495942412271.654506252459314422314422459337.3188337.07744.11883.877416.9645134415.03423076121.6812121.922614806.3144334414865.120390763108272185272185108338.8224327.19455.6224-6.005531.6113817636.06603025-230.8224-219.194553278.9803417648046.2288302547930479630479679337.6768352.67324.476819.473220.04173824379.20551824-258.6768-273.673266913.6868582474897.020398245112388198388198112334.6696327.73661.4696-5.46342.1597241629.84873956-222.6696-215.736649581.7507641646542.280579566580617476617476580326.4714339.3292-6.72866.129245.2740579637.56709264253.5286240.670864276.7510179657922.433972647452522279522279452329.8724331.1143-3.3276-2.085711.072921764.35014449122.1276120.885714915.1506817614613.352464498167448136448136167332.5216325.1512-0.6784-8.04880.4602265664.78318144-165.5216-158.151227397.4000665625011.802061449363375335375335363335.135333.44951.9350.24953.7442250.0622502527.86529.5505776.458225873.2320502510796254285254285796339.4668331.36456.2668-1.835539.272782243.36906025456.5332464.6355208422.56270224215886.14786025N=10333242903287SSregresi343.17708536611.53475413SSerror511198.20468536510929.27311413Rata2333.2429328.7Jumlah pengaruh jumlah penduduk dengan jumlah bangkitanSSyy511541.38177072R20.0006708687Jumlah pengaruh Jumlah kepemilikan kendaraan dengan jumlah bangkitanSSyy511540.80786826R20.001195476