{"text_format":"1","workbook":"xls","n_sheets":16,"sheets":["Sheet4","Sheet5","Sheet11","Sheet12","Sheet13","Sheet14","Sheet15","Sheet16","Sheet26","Sheet27","Sheet35","Sheet36","Sheet1","Sheet2","Sheet3","回归"],"not_rendered":{"charts":126,"images":0,"macros":1,"external_links":1,"defined_names":0,"comments":0,"pivot_tables":0},"unopened":[],"bounds":{"document_bytes":16777216,"sheet_cells":100000,"rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0,"cell_chars":16384,"cell_head_chars":4096},"cells_cut":0,"cells_raw":0,"read":"whole","date_system":"1900","formulas":"cached_only"}

{"sheet":"Sheet4","index":0,"n_rows":34,"n_cols":9,"rows_kept":34,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.9983883576776827]
["R Square",0.9967793127463406]
["Adjusted R Square",0.9903379382390218]
["标准误差",0.723612280657377]
["观测值",7]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,324.10991339170664,81.02747834792666,154.74636843638763,0.006431001680980472]
["残差",2,1.0472294654363412,0.5236147327181706]
["总计",6,325.15714285714296]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",12.408374846162351,10.42791034521075,1.1899195941841958,0.3561799572622407,-32.45930206410445,57.276051756429155,-32.45930206410445,57.276051756429155]
["X Variable 1",0.04481700904320506,0.047873141052327206,0.936161865673663,0.4480161404956404,-0.16116449197746147,0.2507985100638716,-0.16116449197746147,0.2507985100638716]
["X Variable 2",0.19230560068554184,0.19259630297401745,0.9984906133503776,0.4232311326494801,-0.636369408005802,1.0209806093768856,-0.636369408005802,1.0209806093768856]
["X Variable 3",0.06615895604929352,0.13283993079196613,0.49803515896813966,0.6678317790795507,-0.5054051347652676,0.6377230468638547,-0.5054051347652676,0.6377230468638547]
["X Variable 4",-0.015116912653657222,0.19234789973019473,-0.07859151399553427,0.9445130220434507,-0.8427231284499395,0.812489303142625,-0.8427231284499395,0.812489303142625]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,44.90955666396282,0.690443336037184,1.6526570509241894,null,7.142857142857143,45.6]
[2,47.530161199897,-0.6301611998970031,-1.5083646924684675,null,21.42857142857143,46.9]
[3,50.55686463059046,-0.2568646305904636,-0.6148356001447524,null,35.714285714285715,50.3]
[4,56.14959863009922,-0.04959863009921861,-0.11872013454445142,null,50,56.1]
[5,60.314400200678634,0.18559979932136628,0.444254873628111,null,64.28571428571429,60.5]
[6,61.88438188292337,0.21561811707663026,0.5161072355900028,null,78.57142857142857,62.1]
[7,63.355036791848484,-0.15503679184848096,-0.3710987329845979,null,92.85714285714286,63.2]

{"sheet":"Sheet5","index":1,"n_rows":34,"n_cols":9,"rows_kept":34,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.998654405448727]
["R Square",0.9973106215221503]
["Adjusted R Square",0.991931864566451]
["标准误差",0.6612377113864167]
["观测值",7]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,324.28267223522386,81.07066805880596,185.41656180716558,0.005371524199141788]
["残差",2,0.8744706219190924,0.4372353109595462]
["总计",6,325.15714285714296]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",12.397607136739703,4.399430313903694,2.818002844040751,0.10623502496520416,-6.531613711819029,31.326827985298436,-6.531613711819029,31.326827985298436]
["X Variable 1",0.055091140643191656,0.021725900126018743,2.535735703636739,0.12664392982538486,-0.038387862835835,0.1485701441222183,-0.038387862835835,0.1485701441222183]
["X Variable 2",0.09837975478715791,0.07209523558867846,1.3645805299595561,0.3056338570954535,-0.2118210074056263,0.40858051697994213,-0.2118210074056263,0.40858051697994213]
["X Variable 3",0.02580087901438732,0.06407621900309664,0.40265919893214097,0.7261603829312622,-0.24989683957818032,0.30149859760695497,-0.24989683957818032,0.30149859760695497]
["X Variable 4",0.09094592502545207,0.1344625934772799,0.676365989034855,0.5685429551591158,-0.48759991982120443,0.6694917698721086,-0.48759991982120443,0.6694917698721086]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,45.05985598206849,0.5401440179315102,1.4148571177227547,null,7.142857142857143,45.6]
[2,47.406309598430866,-0.5063095984308674,-1.326230996419358,null,21.42857142857143,46.9]
[3,50.50190010160004,-0.2019001016000459,-0.528858575369789,null,35.714285714285715,50.3]
[4,56.116519633243236,-0.016519633243234466,-0.04327164589523119,null,50,56.1]
[5,60.46022332488137,0.03977667511863103,0.10419130832265693,null,64.28571428571429,60.5]
[6,61.657959272039136,0.44204072796086535,1.157884655788378,null,78.57142857142857,62.1]
[7,63.49723208773683,-0.2972320877368304,-0.7785718641493369,null,92.85714285714286,63.2]

{"sheet":"Sheet11","index":2,"n_rows":34,"n_cols":9,"rows_kept":34,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.9985507139413249]
["R Square",0.9971035283127296]
["Adjusted R Square",0.9913105849381889]
["标准误差",0.6862246200040559]
["观测值",7]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,324.2153343989435,81.05383359973588,172.1238175216584,0.0057845538263480625]
["残差",2,0.941808458199422,0.470904229099711]
["总计",6,325.15714285714296]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",11.785565187587913,7.8271637366994105,1.5057261588036865,0.27108997544739244,-21.892002228713864,45.46313260388969,-21.892002228713864,45.46313260388969]
["X Variable 1",0.053104206852053144,0.03147005829374659,1.6874518107456278,0.23356953933002883,-0.0823005253644615,0.18850893906856778,-0.0823005253644615,0.18850893906856778]
["X Variable 2",0.12903435996930096,0.22790821088603103,0.5661681054300697,0.6283361863408735,-0.8515755256850936,1.1096442456236955,-0.8515755256850936,1.1096442456236955]
["X Variable 3",-0.052666143501119575,0.6063123713242513,-0.0868630527628705,0.938694078705689,-2.661417722936034,2.5560854359337943,-2.661417722936034,2.5560854359337943]
["X Variable 4",0.14919260708518106,0.2676731163093878,0.5573686634736154,0.6333307070424137,-1.0025118574291,1.300897071599462,-1.0025118574291,1.300897071599462]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,45.10078928443479,0.4992107155652121,1.2600222985829945,null,7.142857142857143,45.6]
[2,47.38634304801793,-0.48634304801792894,-1.227543933165753,null,21.42857142857143,46.9]
[3,50.4259962565032,-0.1259962565031998,-0.3180181990930756,null,35.714285714285715,50.3]
[4,56.137237897289836,-0.03723789728983462,-0.09398953082249217,null,50,56.1]
[5,60.705755565586074,-0.20575556558607389,-0.5193330043055578,null,64.28571428571429,60.5]
[6,61.51385869338465,0.5861413066153531,1.4794376270944443,null,78.57142857142857,62.1]
[7,63.4300192547835,-0.2300192547834996,-0.5805752582904885,null,92.85714285714286,63.2]

{"sheet":"Sheet12","index":3,"n_rows":34,"n_cols":9,"rows_kept":34,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.9972252492870154]
["R Square",0.9944581978155499]
["Adjusted R Square",0.9833745934466496]
["标准误差",0.9491987580520997]
["观测值",7]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,323.3551862925677,80.83879657314192,89.72335755739462,0.0110528927975302]
["残差",2,1.8019565645752973,0.9009782822876486]
["总计",6,325.15714285714296]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",1.3062563334521329,6.54774052347238,0.19949726608277424,0.8603170995986723,-26.866397302215713,29.47890996911998,-26.866397302215713,29.47890996911998]
["X Variable 1",-0.041641431659237525,0.04264487421327325,-0.9764697968384813,0.43181361575510446,-0.22512751609406137,0.1418446527755863,-0.22512751609406137,0.1418446527755863]
["X Variable 2",0.12510921467109481,0.14918345923877266,0.8386265830641031,0.48993920840484984,-0.5167754034255073,0.766993832767697,-0.5167754034255073,0.766993832767697]
["X Variable 3",0.2643194285860402,0.3136332299191903,0.8427660189392044,0.48808014516629383,-1.085135444201635,1.6137743013737154,-1.085135444201635,1.6137743013737154]
["X Variable 4",0.22087694544995745,0.26541103860176934,0.8322070800580673,0.4928364701653253,-0.9210945842411973,1.3628484751411123,-0.9210945842411973,1.3628484751411123]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,45.081110095104094,0.5188899048959073,0.9468445583079502,null,7.142857142857143,45.6]
[2,47.860604207509695,-0.9606042075096966,-1.7528629059583218,null,21.42857142857143,46.9]
[3,49.990873300692854,0.30912669930714287,0.5640790663009386,null,35.714285714285715,50.3]
[4,55.954965559896436,0.14503444010356503,0.26465165169642146,null,50,56.1]
[5,60.83965458295119,-0.3396545829511908,-0.6197848340029016,null,64.28571428571429,60.5]
[6,61.53361989105796,0.5663801089420417,1.0335023268437191,null,78.57142857142857,62.1]
[7,63.439172362787694,-0.23917236278769138,-0.4364298631876634,null,92.85714285714286,63.2]

{"sheet":"Sheet13","index":4,"n_rows":34,"n_cols":9,"rows_kept":34,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.9964293084574177]
["R Square",0.9928713667529276]
["Adjusted R Square",0.9786141002587829]
["标准误差",1.0765514430566039]
["观测值",7]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,322.83921683804846,80.70980420951211,69.63967231451247,0.014206449082278246]
["残差",2,2.3179260190945126,1.1589630095472563]
["总计",6,325.15714285714296]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",3.0118839231532135,7.091902061706534,0.4246933892976604,0.7123853840539478,-27.502107840310973,33.5258756866174,-27.502107840310973,33.5258756866174]
["X Variable 1",-0.0391671019827076,0.07198487699285976,-0.5441018116429179,0.6409211665037737,-0.34889302946196377,0.2705588254965485,-0.34889302946196377,0.2705588254965485]
["X Variable 2",0.1426715975771161,0.2446706983645788,0.5831168118240463,0.6188066690328372,-0.9100614505808083,1.1954046457350405,-0.9100614505808083,1.1954046457350405]
["X Variable 3",0.15050817627415844,0.5101372370362174,0.29503467958656987,0.7957758425576001,-2.0444351991020335,2.34545155165035,-2.0444351991020335,2.34545155165035]
["X Variable 4",0.2984333232075898,0.47693187137388904,0.6257357520433648,0.5953759712471427,-1.7536388949660604,2.35050554138124,-1.7536388949660604,2.35050554138124]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,45.22441269641652,0.3755873035834796,0.6042779438735819,null,7.142857142857143,45.6]
[2,47.872802634505405,-0.9728026345054062,-1.5651305839284686,null,21.42857142857143,46.9]
[3,50.063567495691956,0.2364325043080413,0.3803934430291249,null,35.714285714285715,50.3]
[4,55.540305763479054,0.5596942365209472,0.9004853977115338,null,50,56.1]
[5,60.80885469569882,-0.3088546956988196,-0.4969126450545778,null,64.28571428571429,60.5]
[6,61.42861847837405,0.6713815216259533,1.0801777418247447,null,78.57142857142857,62.1]
[7,63.761438235834206,-0.5614382358342027,-0.9032912974559504,null,92.85714285714286,63.2]

{"sheet":"Sheet14","index":5,"n_rows":34,"n_cols":9,"rows_kept":34,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.9964651006169034]
["R Square",0.9929426967474555]
["Adjusted R Square",0.9788280902423665]
["标准误差",1.071151847749375]
["观测值",7]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,322.86241029526917,80.71560257381729,70.34859217573282,0.014064800975994265]
["残差",2,2.2947325618738006,1.1473662809369003]
["总计",6,325.15714285714296]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",15.995372250156546,22.295150680850693,0.7174372794840527,0.547582447865794,-79.93291868241255,111.92366318272565,-79.93291868241255,111.92366318272565]
["X Variable 1",0.022812214881677943,0.05262028773856679,0.43352508817541624,0.7069132845280779,-0.20359460978608568,0.24921903954944158,-0.20359460978608568,0.24921903954944158]
["X Variable 2",0.016858578575242585,0.14894333800849366,0.11318786594054449,0.9202192122971047,-0.623992881254478,0.6577100384049631,-0.623992881254478,0.6577100384049631]
["X Variable 3",0.4947406784827545,0.17062012856448575,2.8996618549362285,0.10120033338428974,-0.23937848340047085,1.2288598403659798,-0.23937848340047085,1.2288598403659798]
["X Variable 4",-0.2329757618950022,0.36133642570032837,-0.6447613507092663,0.5851644654674342,-1.7876809202183888,1.3217293964283845,-1.7876809202183888,1.3217293964283845]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,45.167710966454706,0.43228903354529535,0.6990106689621136,null,7.142857142857143,45.6]
[2,47.92251192113768,-1.022511921137685,-1.6534001248063068,null,21.42857142857143,46.9]
[3,50.028118889152644,0.2718811108473531,0.4396313170679996,null,35.714285714285715,50.3]
[4,55.63055865781723,0.469441342182769,0.7590858920164274,null,50,56.1]
[5,60.7933992179278,-0.2933992179277993,-0.47442606145867605,null,64.28571428571429,60.5]
[6,61.44927018977275,0.6507298102272543,1.052229052007356,null,78.57142857142857,62.1]
[7,63.708430157737155,-0.5084301577371519,-0.8221307437888563,null,92.85714285714286,63.2]

{"sheet":"Sheet15","index":6,"n_rows":34,"n_cols":9,"rows_kept":34,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.998085297073814]
["R Square",0.9961742602349236]
["Adjusted R Square",0.9885227807047707]
["标准误差",0.7886591821969859]
["观测值",7]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,323.91317624581575,80.97829406145394,130.19367774679256,0.007636843245459186]
["残差",2,1.2439666113272372,0.6219833056636186]
["总计",6,325.15714285714296]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",12.26325748993023,11.247320530324778,1.0903270211661795,0.3894204586736667,-36.13005688993404,60.656571869794504,-36.13005688993404,60.656571869794504]
["X Variable 1",0.05515088060452293,0.03865051093721457,1.42691207094551,0.2897398748649788,-0.11114884577777452,0.2214506069868204,-0.11114884577777452,0.2214506069868204]
["X Variable 2",-0.03864505256817669,0.11475812102784154,-0.3367522247841701,0.7683568776184301,-0.532409395246022,0.4551192901096686,-0.532409395246022,0.4551192901096686]
["X Variable 3",0.3994501417751999,0.1418458465836908,2.81608627531804,0.10635741727218588,-0.21086327720267362,1.0097635607530733,-0.21086327720267362,1.0097635607530733]
["X Variable 4",-0.14068685040035553,0.1909244589197774,-0.7368718036250624,0.5379164994834591,-0.9621684947083506,0.6807947939076395,-0.9621684947083506,0.6807947939076395]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,45.03732741575448,0.5626725842455187,1.2357397541792543,null,7.142857142857143,45.6]
[2,47.78196327648287,-0.8819632764828711,-1.9369649650470826,null,21.42857142857143,46.9]
[3,49.9769580101766,0.3230419898233947,0.7094637987902256,null,35.714285714285715,50.3]
[4,56.259814556604056,-0.1598145566040543,-0.3509842249680098,null,50,56.1]
[5,60.4839180111068,0.01608198889319823,0.03531921326545874,null,64.28571428571429,60.5]
[6,61.960893067474316,0.13910693252568507,0.3055062063036515,null,78.57142857142857,62.1]
[7,63.199125662400796,0.0008743375992068536,0.0019202174766739786,null,92.85714285714286,63.2]

{"sheet":"Sheet16","index":7,"n_rows":34,"n_cols":9,"rows_kept":34,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.9983744929717879]
["R Square",0.9967516282166746]
["Adjusted R Square",0.9902548846500236]
["标准误差",0.7267156555365666]
["观测值",7]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,324.1009115691391,81.02522789228478,153.42326782500476,0.006486191647456076]
["残差",2,1.0562312880038836,0.5281156440019418]
["总计",6,325.15714285714296]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",17.49235247845466,10.47083708868955,1.6705782288743325,0.23675957612011417,-27.560023301811658,62.54472825872098,-27.560023301811658,62.54472825872098]
["X Variable 1",0.09423982691588711,0.03175191010070418,2.968004967795531,0.09724315402039214,-0.042377615747160646,0.23085726957893488,-0.042377615747160646,0.23085726957893488]
["X Variable 2",-0.07347123635361798,0.10843043909126657,-0.677588663933905,0.5679085172598453,-0.5400097610753694,0.39306728836813337,-0.5400097610753694,0.39306728836813337]
["X Variable 3",0.3255754655401327,0.10456094934144451,3.113738614565977,0.08950995072047215,-0.12431398854760212,0.7754649196278676,-0.12431398854760212,0.7754649196278676]
["X Variable 4",-0.189668662243957,0.18237668540246343,-1.0399830538942072,0.40756512855944094,-0.9743722054961526,0.5950348810082386,-0.9743722054961526,0.5950348810082386]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,45.04062018302171,0.5593798169782929,1.3332233265562734,null,7.142857142857143,45.6]
[2,47.71420534980716,-0.8142053498071604,-1.9405733493097068,null,21.42857142857143,46.9]
[3,50.09770432750687,0.20229567249312908,0.48215059114242953,null,35.714285714285715,50.3]
[4,56.12640315107777,-0.026403151077765585,-0.06292915089718458,null,50,56.1]
[5,60.47503985706254,0.024960142937459295,0.05948989182012426,null,64.28571428571429,60.5]
[6,62.20846641218667,-0.1084664121866652,-0.25851835637598874,null,78.57142857142857,62.1]
[7,63.03756071933728,0.16243928066272417,0.3871570470640869,null,92.85714285714286,63.2]

{"sheet":"Sheet26","index":8,"n_rows":34,"n_cols":9,"rows_kept":34,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.9953748062949375]
["R Square",0.9907710050066844]
["Adjusted R Square",0.972313015020053]
["标准误差",1.2417066708442026]
["观测值",7]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,331.0449005157334,82.76122512893335,53.67707999214868,0.01837281563817991]
["残差",2,3.083670912837986,1.541835456418993]
["总计",6,334.1285714285714]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",32.104061779145034,44.58651350991574,0.7200397441258848,0.546278688566415,-159.73622227516853,223.9443458334586,-159.73622227516853,223.9443458334586]
["X Variable 1",0.01282608218510288,0.07945336364017257,0.16142906476797492,0.8865888772616715,-0.32903414975278067,0.35468631412298646,-0.32903414975278067,0.35468631412298646]
["X Variable 2",0.41938062478651844,0.19242488740590388,2.1794510597886996,0.16112932606866037,-0.40855684224279515,1.247318091815832,-0.40855684224279515,1.247318091815832]
["X Variable 3",-0.6790379697443001,0.5718411575773801,-1.1874590710138146,0.3569604277725824,-3.1394718872605254,1.7813959477719252,-3.1394718872605254,1.7813959477719252]
["X Variable 4",0.33549646110144177,0.382136882571104,0.8779483907550225,0.47256746420189477,-1.3087058397527611,1.9796987619556445,-1.3087058397527611,1.9796987619556445]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,24.459601519296868,-0.0596015192968693,-0.08313787954468273,null,7.142857142857143,24.4]
[2,28.09579624715353,0.40420375284647037,0.5638219178319456,null,21.42857142857143,28.5]
[3,32.91468174195828,-1.3146817419582817,-1.8338433917784793,null,35.714285714285715,31.6]
[4,36.90325353778211,0.9967464622178852,1.3903569622060286,null,50,37.9]
[5,38.18257055342914,0.3174294465708627,0.44278084525824996,null,64.28571428571429,38.5]
[6,41.53998063147921,-0.03998063147921016,-0.05576879521280123,null,78.57142857142857,41.5]
[7,45.60411576890098,-0.304115768900985,-0.42420965876043926,null,92.85714285714286,45.3]

{"sheet":"Sheet27","index":9,"n_rows":34,"n_cols":9,"rows_kept":34,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.9974848525478908]
["R Square",0.9949760310624873]
["Adjusted R Square",0.9849280931874622]
["标准误差",0.9161472490796992]
["观测值",7]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,332.44991986457876,83.11247996614469,99.02290832585318,0.010022697611213915]
["残差",2,1.678651563992601,0.8393257819963005]
["总计",6,334.1285714285714]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",20.184546874150087,28.665582279128188,0.7041387360495635,0.5542900208126591,-103.15349896312448,143.52259271142464,-103.15349896312448,143.52259271142464]
["X Variable 1",0.0652506137191463,0.04972629721701729,1.3121953045161845,0.3198281300877651,-0.14870437473179632,0.2792056021700889,-0.14870437473179632,0.2792056021700889]
["X Variable 2",0.23602640368392008,0.18888033986339153,1.249608105611347,0.3378504080759416,-0.5766601061866024,1.0487129135544424,-0.5766601061866024,1.0487129135544424]
["X Variable 3",-0.2961083962279592,0.5110335241008709,-0.5794304722942434,0.6208691606092407,-2.494908183589338,1.9026913911334198,-2.494908183589338,1.9026913911334198]
["X Variable 4",0.06435230683836149,0.29102237765386046,0.22112494357702478,0.8455180466459428,-1.1878159207325638,1.316520534409287,-1.1878159207325638,1.316520534409287]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,24.730279040489748,-0.3302790404897493,-0.6244193598550851,null,7.142857142857143,24.4]
[2,28.042649977149406,0.45735002285059423,0.864657376001248,null,21.42857142857143,28.5]
[3,32.25055419547129,-0.6505541954712868,-1.229925561382477,null,35.714285714285715,31.6]
[4,37.2949351409196,0.6050648590804002,1.1439242751146264,null,50,37.9]
[5,38.47737707195145,0.022622928048548374,0.04277048349533598,null,64.28571428571429,38.5]
[6,41.020532471477765,0.4794675285222354,0.9064723174295584,null,78.57142857142857,41.5]
[7,45.88367210254076,-0.5836721025407599,-1.10347953080324,null,92.85714285714286,45.3]

{"sheet":"Sheet35","index":10,"n_rows":34,"n_cols":9,"rows_kept":34,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.9942785734665536]
["R Square",0.9885898816546849]
["Adjusted R Square",0.9657696449640545]
["标准误差",1.258843173832445]
["观测值",7]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,274.5991991559623,68.64979978899058,43.320754953457566,0.022690045890143052]
["残差",2,3.1693722726090865,1.5846861363045432]
["总计",6,277.7685714285714]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",14.041296885859554,15.812407444602522,0.887992352527728,0.46823281666722394,-53.99400116632994,82.07659493804904,-53.99400116632994,82.07659493804904]
["X Variable 1",0.07434856785072669,0.09616201810266245,0.7731593961698292,0.520301639770973,-0.33940320181720557,0.48810033751865894,-0.33940320181720557,0.48810033751865894]
["X Variable 2",0.13078453464777318,0.5182370873977399,0.2523642900674877,0.8243266391258479,-2.099009683995326,2.3605787532908717,-2.099009683995326,2.3605787532908717]
["X Variable 3",-0.038888317472251244,0.21919649385791584,-0.17741304519888365,0.87552567847158,-0.9820147100766063,0.9042380751321037,-0.9820147100766063,0.9042380751321037]
["X Variable 4",0.07051963727163596,0.1256688967367097,0.5611542641245784,0.6311780984821314,-0.4701899842914193,0.6112292588346913,-0.4701899842914193,0.6112292588346913]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,46.19809224154698,-0.5980922415469792,-0.8229191463288736,null,7.142857142857143,45.6]
[2,48.6995567227391,0.20044327726089506,0.2757912561852569,null,21.42857142857143,48.9]
[3,52.697306804628745,1.0026931953712577,1.3796123257349977,null,35.714285714285715,53.7]
[4,56.91295190827039,-0.8129519082703851,-1.1185460099430928,null,50,56.1]
[5,60.374094351388976,0.12590564861102393,0.1732344305369635,null,64.28571428571429,60.5]
[6,61.82211989525445,0.7778801047455488,1.0702904790868124,null,78.57142857142857,62.6]
[7,63.795878076171334,-0.6958780761713328,-0.9574633352720247,null,92.85714285714286,63.1]

{"sheet":"Sheet36","index":11,"n_rows":34,"n_cols":9,"rows_kept":34,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.9972415162307382]
["R Square",0.9944906416941818]
["Adjusted R Square",0.9834719250825454]
["标准误差",0.8747361276680081]
["观测值",7]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,276.23824484247615,69.05956121061904,90.25467091548124,0.010988363582775346]
["残差",2,1.5303265860952435,0.7651632930476218]
["总计",6,277.7685714285714]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",-13.73081782277109,20.876904797846382,-0.6577037140193087,0.5783061684239573,-103.55688923566638,76.0952535901242,-103.55688923566638,76.0952535901242]
["X Variable 1",0.03418062698916404,0.05637196480844604,0.6063408842553393,0.6059437968630017,-0.2083683612636852,0.2767296152420133,-0.2083683612636852,0.2767296152420133]
["X Variable 2",0.010190029133111395,0.1605287049521543,0.06347792524800185,0.9551594765048953,-0.6805092413995257,0.7008892996657485,-0.6805092413995257,0.7008892996657485]
["X Variable 3",0.499069533396953,0.33591780994950826,1.48568941156162,0.275684664803699,-0.9462681484849236,1.9444072152788296,-0.9462681484849236,1.9444072152788296]
["X Variable 4",0.04680362253531944,0.06055755808947256,0.7728782997849424,0.5204359278127533,-0.21375452007290185,0.30736176514354074,-0.21375452007290185,0.30736176514354074]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,45.424216317750336,0.17578368224966567,0.3480664158797837,null,7.142857142857143,45.6]
[2,49.37890006839629,-0.4789000683962925,-0.9482622518655188,null,21.42857142857143,48.9]
[3,53.120617731004465,0.5793822689955377,1.1472254262324004,null,35.714285714285715,53.7]
[4,56.69994803415442,-0.5999480341544157,-1.187947363997415,null,50,56.1]
[5,60.23814057557257,0.2618594244274277,0.5185035957737266,null,64.28571428571429,60.5]
[6,62.06710329445072,0.5328967055492839,1.0551801166119699,null,78.57142857142857,62.6]
[7,63.571073978671194,-0.4710739786711926,-0.9327659386349186,null,92.85714285714286,63.1]

{"sheet":"Sheet1","index":12,"n_rows":12,"n_cols":6,"rows_kept":12,"cut":false,"hidden":false,"merged":[[0,0,0,5]],"flags":["formulas_cached_only"]}
["多元线性回归预测的基础数据"]
["年份","服装消费Y（万元）","居民收入X1（万元）","储蓄额X2（万元）","服装价格X3（％）","其他商品价格X4（％）"]
[1995,16.8,165.8,34.2,90,93]
[1996,19.2,176.5,42.6,92,95]
[1997,20.8,200.1,52.1,94,97]
[1998,24.4,210.6,58.1,98,98]
[1999,28.4,234.8,68.1,100,100]
[2000,31.6,261.2,80.1,102,101]
[2001,37.8,296.4,88.3,106,103]
[2002,38.6,320.6,98,110,107]
[2003,41.6,348.7,101.2,113,110]
[2004,45.3,398.4,109.2,114,111]

{"sheet":"Sheet2","index":13,"n_rows":10,"n_cols":5,"rows_kept":10,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
[16.8,165.8,34.2,90,93]
[19.2,176.5,42.6,92,95]
[20.8,200.1,52.1,94,97]
[24.4,210.6,58,98,98]
[28.4,234.8,68,100,100]
[31.6,261.2,80.1,102,101]
[37.8,296.4,88.3,106,103]
[38.6,320.6,98,110,107]
[41.6,348.7,101.2,113,110]
[45.3,398.4,109.3,114,111]

{"sheet":"Sheet3","index":14,"n_rows":0,"n_cols":0,"rows_kept":0,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}

{"sheet":"回归","index":15,"n_rows":61,"n_cols":15,"rows_kept":61,"cut":false,"hidden":false,"merged":[],"flags":["formulas_cached_only"]}
["SUMMARY OUTPUT"]
[]
["回归统计"]
["Multiple R",0.9983726765947968]
["R Square",0.9967480013710587]
["Adjusted R Square",0.9941464024679056]
["标准误差",0.7707732283416119]
["观测值",10]
[]
["方差分析"]
[null,"df","SS","MS","F","Significance F"]
["回归分析",4,910.4545431523591,227.61363578808977,383.1290058444528,2.105881608954754e-06]
["残差",5,2.9704568476407527,0.5940913695281506]
["总计",9,913.425]
[]
[null,"Coefficients","标准误差","t Stat","P-value","Lower 95%","Upper 95%","下限 95.0%","上限 95.0%"]
["Intercept",20.403148873063273,23.551268384973802,0.8663290885038236,0.42591942903793123,-40.137313821436855,80.94361156756341,-40.137313821436855,80.94361156756341]
["X Variable 1",0.07253048304647432,0.02307354494254059,3.1434477548679656,0.025566854387114486,0.013218047555102183,0.13184291853784647,0.013218047555102183,0.13184291853784647]
["X Variable 2",0.12057995676381401,0.08110019391721712,1.4868023236405057,0.19721739732926524,-0.08789472851023226,0.3290546420378603,-0.08789472851023226,0.3290546420378603]
["X Variable 3",0.9595772165059056,0.373176497909145,2.5713763376908263,0.04995181850961159,0.000296489844612835,1.9188579431671982,0.000296489844612835,1.9188579431671982]
["X Variable 4",-1.1380517713835745,0.4097558125426079,-2.777390183489431,0.03902239595020165,-2.191362619767333,-0.08474092299981617,-2.191362619767333,-0.08474092299981617]
[]
[]
[]
["RESIDUAL OUTPUT",null,null,null,null,"PROBABILITY OUTPUT"]
[]
["观测值","预测 Y","残差","标准残差",null,"百分比排位","Y"]
[1,17.07567223035022,-0.2756722303502208,-0.47984685293107465,null,5,16.8]
[2,18.507670926008203,0.6923290739917967,1.2050975425620436,null,15,19.2]
[3,21.007950805405883,-0.20795080540588273,-0.3619680495627956,null,25,20.8]
[4,25.193257712616813,-0.7932577126168141,-1.3807782397193356,null,35,24.4]
[5,27.797345860224297,0.6026541397757015,1.0490055237332783,null,45,28.4]
[6,31.940212755445216,-0.340212755445215,-0.5921888462250945,null,55,31.6]
[7,37.04424672740085,0.7557532725991507,1.315496410314339,null,65,37.8]
[8,39.25521177822384,-0.6552117782238369,-1.140489592965741,null,75,38.6]
[9,41.143750548840984,0.4562494511590174,0.794167272532495,null,85,41.6]
[10,45.534680655483584,-0.23468065548358652,-0.40849516773792277,null,95,45.3]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,0]