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sivakoya
Obsidian | Level 7

Attached data has balance at the end of each month for different Vintages in the portfolio. I need to forecast the balance for each Vintage at the end of 2019. Is there any time series forecast procedure I could use to solve this problem? 

 

PeriodMonths2010VintageMonths2011VintageMonths2012VintageMonths2013VintageMonths2014VintageMonths2015VintageMonths2016VintageMonths2017VintageMonths2018Vintage
201001310$14,816,094.47                
201002281$36,073,822.81                
201003312$88,085,723.58                
201004303$166,044,748.58                
201005314$233,364,277.08                
201006305$306,311,958.90                
201007316$363,381,329.39                
201008317$411,055,725.29                
201009308$450,345,979.39                
201010319$486,305,056.45                
2010113010$521,087,617.36                
2010123111$553,758,985.43                
2011013112$533,557,999.310$37,127,481.90              
2011022813$512,169,116.431$87,465,609.58              
2011033114$487,615,080.002$189,230,144.11              
2011043015$468,013,614.863$324,981,287.31              
2011053116$448,184,546.284$450,679,702.76              
2011063017$429,654,785.815$554,236,748.35              
2011073118$413,207,051.266$629,886,339.85              
2011083119$395,690,799.447$714,247,404.51              
2011093020$379,256,133.088$788,282,125.87              
2011103121$363,235,500.009$843,586,030.48              
2011113022$348,482,189.2810$902,364,141.74              
2011123123$334,235,745.7311$956,817,529.96              
2012013124$319,573,546.6112$921,874,086.730$64,586,196.68            
2012022925$361,910,653.2513$886,452,711.231$152,581,132.28            
2012033126$342,380,725.5014$846,206,649.632$343,993,453.64            
2012043027$324,353,357.4815$809,590,716.713$563,868,148.92            
2012053128$307,557,959.7716$774,992,546.564$754,594,235.56            
2012063029$291,673,275.1017$743,132,329.275$907,157,346.00            
2012073130$276,258,757.6218$712,279,477.926$1,018,046,010.82            
2012083131$261,314,809.8719$680,905,577.457$1,140,724,744.03            
2012093032$248,091,764.5320$653,905,368.658$1,254,656,070.88            
2012103133$233,993,326.4021$623,380,884.419$1,350,556,892.29            
2012113034$221,334,017.9722$596,527,594.1610$1,402,388,632.61            
2012123135$209,755,388.8323$571,221,132.1411$1,446,045,641.11            
2013013136$197,611,306.6024$544,660,957.9612$1,393,484,108.610$85,102,561.15          
2013022837$185,426,506.7925$518,862,568.1413$1,343,608,821.671$167,729,888.10          
2013033138$172,550,575.6526$490,392,424.4014$1,289,103,867.042$312,321,877.93          
2013043039$160,525,786.6927$462,663,638.9315$1,236,139,534.773$550,730,813.52          
2013053140$149,620,101.1028$437,323,804.4216$1,187,256,113.914$790,658,875.91          
2013063041$140,173,339.6329$414,664,837.5917$1,143,766,963.315$976,875,029.76          
2013073142$130,407,186.1130$391,116,063.7818$1,096,712,504.396$1,147,625,985.79          
2013083143$121,467,848.1431$369,135,278.5019$1,051,633,027.737$1,289,409,850.89          
2013093044$113,159,867.9832$348,182,248.2320$1,009,465,604.348$1,402,457,790.27          
2013103145$105,162,374.4733$328,027,278.1421$966,934,920.099$1,492,175,380.68          
2013113046$98,249,061.8734$309,875,919.2322$928,642,908.0410$1,550,181,775.93          
2013123147$91,713,175.9735$292,306,650.1123$890,942,192.7811$1,619,305,990.84          
2014013148$85,121,438.5636$274,559,109.2924$852,419,850.1412$1,564,405,844.220$79,658,363.84        
2014022849$78,074,434.4537$257,192,323.6125$814,709,244.4513$1,508,626,242.871$165,672,726.26        
2014033150$70,984,991.6338$238,524,043.1426$772,362,602.3714$1,445,557,361.292$333,126,365.02        
2014043051$64,499,149.7539$222,058,703.2927$733,066,539.8215$1,388,349,812.113$584,661,186.60        
2014053152$58,853,653.3040$207,250,486.8428$696,201,552.0216$1,333,271,135.464$819,181,575.30        
2014063053$53,619,661.0941$193,547,049.9629$660,248,029.1317$1,279,232,622.585$1,002,908,345.41        
2014073154$48,495,820.0842$180,217,094.8830$625,079,410.1818$1,226,416,495.626$1,164,472,920.32        
2014083155$43,986,926.8243$168,479,950.1031$591,836,269.0819$1,176,211,643.367$1,299,620,435.59        
2014093056$39,437,260.2644$156,901,110.9632$558,671,888.7220$1,124,666,367.028$1,418,670,317.42        
2014103157$35,171,233.9645$146,438,997.3533$526,677,999.8321$1,075,397,908.709$1,517,594,890.73        
2014113058$31,644,664.9446$137,667,222.5834$499,505,689.7022$1,032,966,898.6510$1,590,461,993.86        
2014123159$27,879,719.7347$128,258,624.2535$470,512,492.4823$986,611,052.3911$1,675,184,544.74        
2015013160$24,444,694.2348$119,929,907.1436$442,981,533.8724$942,728,508.4312$1,618,848,654.340$94,685,593.23      
2015022861$21,182,123.0849$111,160,206.0837$416,077,007.8125$899,403,019.0113$1,561,099,328.011$207,121,218.33      
2015033162$18,009,277.1050$101,625,935.4038$386,721,886.6026$849,395,823.1814$1,494,241,791.362$410,786,293.85      
2015043063$15,431,750.7051$93,496,123.8339$359,798,480.9227$804,084,077.8715$1,434,293,394.543$724,892,892.43      
2015053164$13,177,575.3152$85,913,943.4740$335,621,273.3528$762,536,181.9016$1,378,891,481.454$1,002,250,688.98      
2015063065$11,299,058.5853$78,467,147.1641$311,576,733.5029$718,733,975.0817$1,321,041,001.435$1,224,613,464.77      
2015073166$9,657,875.9454$71,461,415.6242$288,587,940.8830$677,351,817.5518$1,264,865,047.176$1,427,452,062.66      
2015083167$8,405,723.8355$65,195,186.0343$268,012,936.8131$637,668,889.7119$1,211,372,116.327$1,577,053,715.92      
2015093068$7,356,875.7256$59,160,140.9644$248,506,700.9932$599,406,381.0020$1,160,250,775.758$1,714,652,471.15      
2015103169$6,480,795.2757$53,450,012.8945$229,782,846.7633$562,540,087.1721$1,110,000,396.439$1,814,956,977.67      
2015113070$5,750,055.0658$48,367,874.4146$212,984,156.0234$528,081,626.0322$1,062,443,398.7110$1,892,038,991.36      
2015123171$5,248,898.6959$43,386,941.3747$196,784,957.2235$494,220,834.2723$1,015,133,096.3111$1,971,086,601.19      
2016013172$4,822,041.8360$38,916,609.9948$182,233,021.6636$463,587,266.3224$971,231,320.1512$1,908,909,571.520$130,721,294.27    
2016022973$4,365,844.4261$34,018,063.6349$165,651,113.3237$429,491,237.1525$921,174,906.2813$1,836,074,135.971$290,083,621.26    
2016033174$3,964,780.7162$29,684,512.0950$149,653,396.2638$395,065,623.8726$870,609,225.8814$1,760,772,566.492$591,329,263.07    
2016043075$3,639,422.2763$26,187,669.5551$136,536,204.8739$364,907,565.5727$824,526,764.9715$1,691,294,644.983$911,733,254.08    
2016053176$3,388,545.1764$23,062,423.2352$124,406,548.2740$336,894,195.2928$779,888,204.4316$1,623,684,013.214$1,188,859,719.95    
2016063077$3,140,723.8865$20,172,728.2753$113,259,104.9041$310,718,145.3129$736,961,617.8117$1,558,262,420.075$1,439,374,798.55    
2016073178$2,920,528.6866$17,943,895.8254$103,033,383.3842$286,524,548.3230$696,848,882.2718$1,497,177,754.506$1,611,096,562.16    
2016083179$2,734,885.0967$15,864,979.4955$92,921,405.5643$262,057,298.3631$654,701,204.1519$1,432,234,512.967$1,785,145,815.04    
2016093080$2,572,139.2468$14,081,528.8256$83,863,982.5744$239,903,671.1932$615,470,883.5520$1,371,128,879.368$1,938,036,022.45    
2016103181$2,432,106.2069$12,701,647.4957$75,548,569.8045$219,481,679.8233$577,896,074.0521$1,312,651,408.459$2,039,832,879.17    
2016113082$2,291,441.9170$11,483,239.6658$67,985,988.2246$200,773,279.8334$543,345,143.1422$1,257,470,419.2010$2,119,240,601.20    
2016123183$2,176,766.6571$10,479,646.8759$60,838,941.5447$183,083,715.1935$509,419,444.7623$1,203,551,753.9911$2,198,068,373.75    
2017013184$2,100,665.3772$9,618,765.6460$54,047,757.4248$165,971,927.7836$475,875,545.2624$1,148,121,392.3712$2,123,021,142.050$115,839,429.92  
2017022885$1,995,009.7673$8,797,674.9261$47,618,364.4749$149,256,199.0837$443,416,430.1825$1,094,818,108.3113$2,049,228,917.401$241,078,214.61  
2017033186$1,883,481.9174$7,875,117.0362$41,826,044.7350$131,653,756.9638$407,603,978.8926$1,034,001,631.2814$1,964,853,570.002$476,648,887.07  
2017043087$1,808,373.8675$7,322,513.7663$37,375,499.8851$118,358,526.0539$378,280,079.9727$982,209,864.0815$1,894,818,103.523$811,142,069.10  
2017053188$1,699,535.3476$6,732,964.3664$33,305,581.1852$104,996,126.6040$348,213,285.6528$928,119,616.1216$1,818,605,917.474$1,118,228,693.52  
2017063089$1,605,970.6877$6,230,685.3465$29,742,244.1353$93,545,415.9041$321,351,582.7829$877,573,384.0217$1,747,068,035.685$1,361,337,327.31  
2017073190$1,535,387.3378$5,760,666.1266$26,668,076.1854$83,667,980.0042$296,392,818.1630$829,346,695.5918$1,678,887,041.006$1,564,676,377.51  
2017083191$1,460,371.5279$5,327,703.0267$24,036,932.5355$74,722,544.7843$271,880,143.2931$781,743,717.7619$1,609,006,596.147$1,760,934,265.15  
2017093092$1,413,321.6180$4,990,106.0968$22,012,420.1156$66,933,696.8344$250,347,351.4032$737,763,451.2020$1,544,760,041.588$1,907,073,752.15  
2017103193$1,324,526.9381$4,719,105.3069$20,120,763.5557$59,485,680.4145$228,571,426.3633$693,617,421.7021$1,478,721,530.219$2,023,921,130.25  
2017113094$1,290,986.0882$4,453,860.3670$18,613,203.0958$52,959,653.9946$209,599,551.1434$652,892,173.3622$1,417,716,854.9310$2,112,179,764.37  
2017123195$1,255,462.3483$4,235,055.7471$17,330,662.2559$46,972,439.9547$192,161,658.7535$614,449,160.5023$1,357,941,979.2511$2,198,825,460.34  
2018013196$1,220,659.0184$3,971,340.7972$16,231,490.2160$41,005,285.1248$174,739,916.2236$574,874,504.7424$1,296,557,611.5312$2,121,553,323.910$122,235,033.14
2018022897$1,176,631.1085$3,698,507.9573$15,135,773.7361$35,371,533.1949$158,147,957.1837$536,773,065.0225$1,236,990,263.0313$2,045,154,611.611$254,922,049.44
2018033198$1,118,925.9686$3,488,698.1674$14,089,088.0262$30,111,303.3250$140,811,648.1438$495,234,176.3026$1,170,922,760.6014$1,959,518,577.662$531,981,238.62
2018043099$1,061,173.7687$3,253,513.3875$13,286,483.2363$25,960,274.5251$126,794,234.1839$458,635,667.9527$1,111,817,056.9215$1,882,385,271.763$844,907,882.41
20180531100$1,021,849.9788$3,062,574.2276$12,470,608.7664$22,289,675.4052$114,003,804.3640$423,761,790.8928$1,054,239,744.2016$1,806,256,837.474$1,223,589,591.93
20180630101$995,869.6689$2,918,059.8677$11,712,270.6165$19,134,935.7453$102,958,926.8941$391,850,793.1429$998,602,372.0517$1,733,912,526.595$1,522,706,322.33
20180731102$976,380.1290$2,809,873.9978$10,999,339.1066$16,477,201.9054$92,510,773.5842$361,505,405.6030$944,366,801.2518$1,662,572,330.006$1,746,624,391.43
20180831103$933,923.1991$2,703,576.9579$10,435,446.2067$14,039,763.6455$82,715,618.3343$332,336,877.9431$890,028,967.3019$1,592,052,716.747$1,947,848,239.84
20180930    80 68 56 44 32 20 8 
20181031    81 69 57 45 33 21 9 
20181130    82 70 58 46 34 22 10 
20181231    83 71 59 47 35 23 11 
20190131    84 72 60 48 36 24 12 
20190228    85 73 61 49 37 25 13 
20190331    86 74 62 50 38 26 14 
20190430    87 75 63 51 39 27 15 
20190531    88 76 64 52 40 28 16 
20190630    89 77 65 53 41 29 17 
20190731    90 78 66 54 42 30 18 
20190831    91 79 67 55 43 31 19 
20190930    92 80 68 56 44 32 20 
20191031    93 81 69 57 45 33 21 
20191130    94 82 70 58 46 34 22 
20191231    95????83????71????59????47????35????23????
1 ACCEPTED SOLUTION

Accepted Solutions
Reeza
Super User

PROC AUTOREG and PROC FORECAST - see examples first (in documentation) and hopefully find something close to what you're doing. 

 


@sivakoya wrote:

I do have SAS/ETS license. is there any particular procedure that suits this requirement?


 

View solution in original post

4 REPLIES 4
Reeza
Super User

Do you have a license for SAS ETS?

ETS is the time series module. 

 

Several forecasting procs are available within it. 

 

AutoReg

Forecast

 

See the documentation here:

https://support.sas.com/documentation/onlinedoc/ets/indexproc.html#ets143

 


@sivakoya wrote:

Attached data has balance at the end of each month for different Vintages in the portfolio. I need to forecast the balance for each Vintage at the end of 2019. Is there any time series forecast procedure I could use to solve this problem? 

 

Period Months 2010Vintage Months 2011Vintage Months 2012Vintage Months 2013Vintage Months 2014Vintage Months 2015Vintage Months 2016Vintage Months 2017Vintage Months 2018Vintage
20100131 0 $14,816,094.47                                
20100228 1 $36,073,822.81                                
20100331 2 $88,085,723.58                                
20100430 3 $166,044,748.58                                
20100531 4 $233,364,277.08                                
20100630 5 $306,311,958.90                                
20100731 6 $363,381,329.39                                
20100831 7 $411,055,725.29                                
20100930 8 $450,345,979.39                                
20101031 9 $486,305,056.45                                
20101130 10 $521,087,617.36                                
20101231 11 $553,758,985.43                                
20110131 12 $533,557,999.31 0 $37,127,481.90                            
20110228 13 $512,169,116.43 1 $87,465,609.58                            
20110331 14 $487,615,080.00 2 $189,230,144.11                            
20110430 15 $468,013,614.86 3 $324,981,287.31                            
20110531 16 $448,184,546.28 4 $450,679,702.76                            
20110630 17 $429,654,785.81 5 $554,236,748.35                            
20110731 18 $413,207,051.26 6 $629,886,339.85                            
20110831 19 $395,690,799.44 7 $714,247,404.51                            
20110930 20 $379,256,133.08 8 $788,282,125.87                            
20111031 21 $363,235,500.00 9 $843,586,030.48                            
20111130 22 $348,482,189.28 10 $902,364,141.74                            
20111231 23 $334,235,745.73 11 $956,817,529.96                            
20120131 24 $319,573,546.61 12 $921,874,086.73 0 $64,586,196.68                        
20120229 25 $361,910,653.25 13 $886,452,711.23 1 $152,581,132.28                        
20120331 26 $342,380,725.50 14 $846,206,649.63 2 $343,993,453.64                        
20120430 27 $324,353,357.48 15 $809,590,716.71 3 $563,868,148.92                        
20120531 28 $307,557,959.77 16 $774,992,546.56 4 $754,594,235.56                        
20120630 29 $291,673,275.10 17 $743,132,329.27 5 $907,157,346.00                        
20120731 30 $276,258,757.62 18 $712,279,477.92 6 $1,018,046,010.82                        
20120831 31 $261,314,809.87 19 $680,905,577.45 7 $1,140,724,744.03                        
20120930 32 $248,091,764.53 20 $653,905,368.65 8 $1,254,656,070.88                        
20121031 33 $233,993,326.40 21 $623,380,884.41 9 $1,350,556,892.29                        
20121130 34 $221,334,017.97 22 $596,527,594.16 10 $1,402,388,632.61                        
20121231 35 $209,755,388.83 23 $571,221,132.14 11 $1,446,045,641.11                        
20130131 36 $197,611,306.60 24 $544,660,957.96 12 $1,393,484,108.61 0 $85,102,561.15                    
20130228 37 $185,426,506.79 25 $518,862,568.14 13 $1,343,608,821.67 1 $167,729,888.10                    
20130331 38 $172,550,575.65 26 $490,392,424.40 14 $1,289,103,867.04 2 $312,321,877.93                    
20130430 39 $160,525,786.69 27 $462,663,638.93 15 $1,236,139,534.77 3 $550,730,813.52                    
20130531 40 $149,620,101.10 28 $437,323,804.42 16 $1,187,256,113.91 4 $790,658,875.91                    
20130630 41 $140,173,339.63 29 $414,664,837.59 17 $1,143,766,963.31 5 $976,875,029.76                    
20130731 42 $130,407,186.11 30 $391,116,063.78 18 $1,096,712,504.39 6 $1,147,625,985.79                    
20130831 43 $121,467,848.14 31 $369,135,278.50 19 $1,051,633,027.73 7 $1,289,409,850.89                    
20130930 44 $113,159,867.98 32 $348,182,248.23 20 $1,009,465,604.34 8 $1,402,457,790.27                    
20131031 45 $105,162,374.47 33 $328,027,278.14 21 $966,934,920.09 9 $1,492,175,380.68                    
20131130 46 $98,249,061.87 34 $309,875,919.23 22 $928,642,908.04 10 $1,550,181,775.93                    
20131231 47 $91,713,175.97 35 $292,306,650.11 23 $890,942,192.78 11 $1,619,305,990.84                    
20140131 48 $85,121,438.56 36 $274,559,109.29 24 $852,419,850.14 12 $1,564,405,844.22 0 $79,658,363.84                
20140228 49 $78,074,434.45 37 $257,192,323.61 25 $814,709,244.45 13 $1,508,626,242.87 1 $165,672,726.26                
20140331 50 $70,984,991.63 38 $238,524,043.14 26 $772,362,602.37 14 $1,445,557,361.29 2 $333,126,365.02                
20140430 51 $64,499,149.75 39 $222,058,703.29 27 $733,066,539.82 15 $1,388,349,812.11 3 $584,661,186.60                
20140531 52 $58,853,653.30 40 $207,250,486.84 28 $696,201,552.02 16 $1,333,271,135.46 4 $819,181,575.30                
20140630 53 $53,619,661.09 41 $193,547,049.96 29 $660,248,029.13 17 $1,279,232,622.58 5 $1,002,908,345.41                
20140731 54 $48,495,820.08 42 $180,217,094.88 30 $625,079,410.18 18 $1,226,416,495.62 6 $1,164,472,920.32                
20140831 55 $43,986,926.82 43 $168,479,950.10 31 $591,836,269.08 19 $1,176,211,643.36 7 $1,299,620,435.59                
20140930 56 $39,437,260.26 44 $156,901,110.96 32 $558,671,888.72 20 $1,124,666,367.02 8 $1,418,670,317.42                
20141031 57 $35,171,233.96 45 $146,438,997.35 33 $526,677,999.83 21 $1,075,397,908.70 9 $1,517,594,890.73                
20141130 58 $31,644,664.94 46 $137,667,222.58 34 $499,505,689.70 22 $1,032,966,898.65 10 $1,590,461,993.86                
20141231 59 $27,879,719.73 47 $128,258,624.25 35 $470,512,492.48 23 $986,611,052.39 11 $1,675,184,544.74                
20150131 60 $24,444,694.23 48 $119,929,907.14 36 $442,981,533.87 24 $942,728,508.43 12 $1,618,848,654.34 0 $94,685,593.23            
20150228 61 $21,182,123.08 49 $111,160,206.08 37 $416,077,007.81 25 $899,403,019.01 13 $1,561,099,328.01 1 $207,121,218.33            
20150331 62 $18,009,277.10 50 $101,625,935.40 38 $386,721,886.60 26 $849,395,823.18 14 $1,494,241,791.36 2 $410,786,293.85            
20150430 63 $15,431,750.70 51 $93,496,123.83 39 $359,798,480.92 27 $804,084,077.87 15 $1,434,293,394.54 3 $724,892,892.43            
20150531 64 $13,177,575.31 52 $85,913,943.47 40 $335,621,273.35 28 $762,536,181.90 16 $1,378,891,481.45 4 $1,002,250,688.98            
20150630 65 $11,299,058.58 53 $78,467,147.16 41 $311,576,733.50 29 $718,733,975.08 17 $1,321,041,001.43 5 $1,224,613,464.77            
20150731 66 $9,657,875.94 54 $71,461,415.62 42 $288,587,940.88 30 $677,351,817.55 18 $1,264,865,047.17 6 $1,427,452,062.66            
20150831 67 $8,405,723.83 55 $65,195,186.03 43 $268,012,936.81 31 $637,668,889.71 19 $1,211,372,116.32 7 $1,577,053,715.92            
20150930 68 $7,356,875.72 56 $59,160,140.96 44 $248,506,700.99 32 $599,406,381.00 20 $1,160,250,775.75 8 $1,714,652,471.15            
20151031 69 $6,480,795.27 57 $53,450,012.89 45 $229,782,846.76 33 $562,540,087.17 21 $1,110,000,396.43 9 $1,814,956,977.67            
20151130 70 $5,750,055.06 58 $48,367,874.41 46 $212,984,156.02 34 $528,081,626.03 22 $1,062,443,398.71 10 $1,892,038,991.36            
20151231 71 $5,248,898.69 59 $43,386,941.37 47 $196,784,957.22 35 $494,220,834.27 23 $1,015,133,096.31 11 $1,971,086,601.19            
20160131 72 $4,822,041.83 60 $38,916,609.99 48 $182,233,021.66 36 $463,587,266.32 24 $971,231,320.15 12 $1,908,909,571.52 0 $130,721,294.27        
20160229 73 $4,365,844.42 61 $34,018,063.63 49 $165,651,113.32 37 $429,491,237.15 25 $921,174,906.28 13 $1,836,074,135.97 1 $290,083,621.26        
20160331 74 $3,964,780.71 62 $29,684,512.09 50 $149,653,396.26 38 $395,065,623.87 26 $870,609,225.88 14 $1,760,772,566.49 2 $591,329,263.07        
20160430 75 $3,639,422.27 63 $26,187,669.55 51 $136,536,204.87 39 $364,907,565.57 27 $824,526,764.97 15 $1,691,294,644.98 3 $911,733,254.08        
20160531 76 $3,388,545.17 64 $23,062,423.23 52 $124,406,548.27 40 $336,894,195.29 28 $779,888,204.43 16 $1,623,684,013.21 4 $1,188,859,719.95        
20160630 77 $3,140,723.88 65 $20,172,728.27 53 $113,259,104.90 41 $310,718,145.31 29 $736,961,617.81 17 $1,558,262,420.07 5 $1,439,374,798.55        
20160731 78 $2,920,528.68 66 $17,943,895.82 54 $103,033,383.38 42 $286,524,548.32 30 $696,848,882.27 18 $1,497,177,754.50 6 $1,611,096,562.16        
20160831 79 $2,734,885.09 67 $15,864,979.49 55 $92,921,405.56 43 $262,057,298.36 31 $654,701,204.15 19 $1,432,234,512.96 7 $1,785,145,815.04        
20160930 80 $2,572,139.24 68 $14,081,528.82 56 $83,863,982.57 44 $239,903,671.19 32 $615,470,883.55 20 $1,371,128,879.36 8 $1,938,036,022.45        
20161031 81 $2,432,106.20 69 $12,701,647.49 57 $75,548,569.80 45 $219,481,679.82 33 $577,896,074.05 21 $1,312,651,408.45 9 $2,039,832,879.17        
20161130 82 $2,291,441.91 70 $11,483,239.66 58 $67,985,988.22 46 $200,773,279.83 34 $543,345,143.14 22 $1,257,470,419.20 10 $2,119,240,601.20        
20161231 83 $2,176,766.65 71 $10,479,646.87 59 $60,838,941.54 47 $183,083,715.19 35 $509,419,444.76 23 $1,203,551,753.99 11 $2,198,068,373.75        
20170131 84 $2,100,665.37 72 $9,618,765.64 60 $54,047,757.42 48 $165,971,927.78 36 $475,875,545.26 24 $1,148,121,392.37 12 $2,123,021,142.05 0 $115,839,429.92    
20170228 85 $1,995,009.76 73 $8,797,674.92 61 $47,618,364.47 49 $149,256,199.08 37 $443,416,430.18 25 $1,094,818,108.31 13 $2,049,228,917.40 1 $241,078,214.61    
20170331 86 $1,883,481.91 74 $7,875,117.03 62 $41,826,044.73 50 $131,653,756.96 38 $407,603,978.89 26 $1,034,001,631.28 14 $1,964,853,570.00 2 $476,648,887.07    
20170430 87 $1,808,373.86 75 $7,322,513.76 63 $37,375,499.88 51 $118,358,526.05 39 $378,280,079.97 27 $982,209,864.08 15 $1,894,818,103.52 3 $811,142,069.10    
20170531 88 $1,699,535.34 76 $6,732,964.36 64 $33,305,581.18 52 $104,996,126.60 40 $348,213,285.65 28 $928,119,616.12 16 $1,818,605,917.47 4 $1,118,228,693.52    
20170630 89 $1,605,970.68 77 $6,230,685.34 65 $29,742,244.13 53 $93,545,415.90 41 $321,351,582.78 29 $877,573,384.02 17 $1,747,068,035.68 5 $1,361,337,327.31    
20170731 90 $1,535,387.33 78 $5,760,666.12 66 $26,668,076.18 54 $83,667,980.00 42 $296,392,818.16 30 $829,346,695.59 18 $1,678,887,041.00 6 $1,564,676,377.51    
20170831 91 $1,460,371.52 79 $5,327,703.02 67 $24,036,932.53 55 $74,722,544.78 43 $271,880,143.29 31 $781,743,717.76 19 $1,609,006,596.14 7 $1,760,934,265.15    
20170930 92 $1,413,321.61 80 $4,990,106.09 68 $22,012,420.11 56 $66,933,696.83 44 $250,347,351.40 32 $737,763,451.20 20 $1,544,760,041.58 8 $1,907,073,752.15    
20171031 93 $1,324,526.93 81 $4,719,105.30 69 $20,120,763.55 57 $59,485,680.41 45 $228,571,426.36 33 $693,617,421.70 21 $1,478,721,530.21 9 $2,023,921,130.25    
20171130 94 $1,290,986.08 82 $4,453,860.36 70 $18,613,203.09 58 $52,959,653.99 46 $209,599,551.14 34 $652,892,173.36 22 $1,417,716,854.93 10 $2,112,179,764.37    
20171231 95 $1,255,462.34 83 $4,235,055.74 71 $17,330,662.25 59 $46,972,439.95 47 $192,161,658.75 35 $614,449,160.50 23 $1,357,941,979.25 11 $2,198,825,460.34    
20180131 96 $1,220,659.01 84 $3,971,340.79 72 $16,231,490.21 60 $41,005,285.12 48 $174,739,916.22 36 $574,874,504.74 24 $1,296,557,611.53 12 $2,121,553,323.91 0 $122,235,033.14
20180228 97 $1,176,631.10 85 $3,698,507.95 73 $15,135,773.73 61 $35,371,533.19 49 $158,147,957.18 37 $536,773,065.02 25 $1,236,990,263.03 13 $2,045,154,611.61 1 $254,922,049.44
20180331 98 $1,118,925.96 86 $3,488,698.16 74 $14,089,088.02 62 $30,111,303.32 50 $140,811,648.14 38 $495,234,176.30 26 $1,170,922,760.60 14 $1,959,518,577.66 2 $531,981,238.62
20180430 99 $1,061,173.76 87 $3,253,513.38 75 $13,286,483.23 63 $25,960,274.52 51 $126,794,234.18 39 $458,635,667.95 27 $1,111,817,056.92 15 $1,882,385,271.76 3 $844,907,882.41
20180531 100 $1,021,849.97 88 $3,062,574.22 76 $12,470,608.76 64 $22,289,675.40 52 $114,003,804.36 40 $423,761,790.89 28 $1,054,239,744.20 16 $1,806,256,837.47 4 $1,223,589,591.93
20180630 101 $995,869.66 89 $2,918,059.86 77 $11,712,270.61 65 $19,134,935.74 53 $102,958,926.89 41 $391,850,793.14 29 $998,602,372.05 17 $1,733,912,526.59 5 $1,522,706,322.33
20180731 102 $976,380.12 90 $2,809,873.99 78 $10,999,339.10 66 $16,477,201.90 54 $92,510,773.58 42 $361,505,405.60 30 $944,366,801.25 18 $1,662,572,330.00 6 $1,746,624,391.43
20180831 103 $933,923.19 91 $2,703,576.95 79 $10,435,446.20 67 $14,039,763.64 55 $82,715,618.33 43 $332,336,877.94 31 $890,028,967.30 19 $1,592,052,716.74 7 $1,947,848,239.84
20180930         80   68   56   44   32   20   8  
20181031         81   69   57   45   33   21   9  
20181130         82   70   58   46   34   22   10  
20181231         83   71   59   47   35   23   11  
20190131         84   72   60   48   36   24   12  
20190228         85   73   61   49   37   25   13  
20190331         86   74   62   50   38   26   14  
20190430         87   75   63   51   39   27   15  
20190531         88   76   64   52   40   28   16  
20190630         89   77   65   53   41   29   17  
20190731         90   78   66   54   42   30   18  
20190831         91   79   67   55   43   31   19  
20190930         92   80   68   56   44   32   20  
20191031         93   81   69   57   45   33   21  
20191130         94   82   70   58   46   34   22  
20191231         95 ???? 83 ???? 71 ???? 59 ???? 47 ???? 35 ???? 23 ????

 

sivakoya
Obsidian | Level 7

I do have SAS/ETS license. is there any particular procedure that suits this requirement?

Reeza
Super User

PROC AUTOREG and PROC FORECAST - see examples first (in documentation) and hopefully find something close to what you're doing. 

 


@sivakoya wrote:

I do have SAS/ETS license. is there any particular procedure that suits this requirement?


 

sivakoya
Obsidian | Level 7

sure, thanks!

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Multiple Linear Regression in SAS

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