000 02514nam a2200397 4500
005 20260818114241.0
008 310398 th eng
035 _a.b10290357
099 9 _aAIT Thesis no. 1373
100 1 _aChang, Tsai Li
245 1 0 _aForecasting based on time series using different smoothing techniques
260 _aBangkok :
_bAsian Institute of Technology,
_c1978
300 _a64 p.
490 1 _aThesis ;
_vno. 1373
500 _aA thesis submitted in partial fulfillment of the requirements for the degree of Master of Science of the Asian Institute of Technology, Bangkok, Thailand
502 _aThesis (M.Sc.) - Asian Institute of Technology, 1978
520 _aOne common way of modeling a time series is to find a transformation that reduces the observed data to random noise. Earlier procedures for technological forecasting based on time series data were of a some what ad-hoc nature, though theoretical justifications for their use were generally available. This study attempts to introduce a more powerful tool in technological forecasting based on time series by using Box-Jenkins approach, which is a newly developed technique. The basic concept and mathematical models of moving averages, exponential smoothing, and Box-Jenkins methodology are outlined and illustrated by their application to three time series concerned with technological forecasting. Comparison is then made by use of sum of squares of lead- 3 forecast error.
650 0 _aTime-series analysis
650 0 _aTechnological forecasting
700 1 _aSharif, M. N.,
_eChairperson
700 0 _a Pakorn Adulbhan,
_eExamination Committee
700 0 _aTechapun Raengkhum,
_eExamination Committee
710 2 _aThe Government of Republic of China,
_eScholarship Donor
810 2 _aAsian Institute of Technology.
_tThesis ;
_vno. 1373
856 _3Full-Text
_uhttp://203.159.5.9/ait-thesis/detail.php?q=B22945
907 _a.b10290357
_bmnait
_cx
902 _a251029
998 _b2
_c951012
_dm
_ea
_fx
_g0
945 _lmnait
945 _lmnarc
942 _c20
942 _c40
909 _aBarcode : 30050004430558
_bCREATED : 1994-05-17
_cRECORD # : i10359151
_dLPATRON : 1010894
_eLCHKIN : 1998-02-14
_f# RENEWALS : 0
_g# OVERDUE : 0
_hIUSE3 : 0
_iTOT CHKOUT : 1
_jTOT RENEW : 0
909 _aBarcode : 30050160082003
_bCREATED : 2016-05-13
_cRECORD # : i12977640
_dLPATRON : 0
_eLCHKIN : -
_f# RENEWALS : 0
_g# OVERDUE : 0
_hIUSE3 : 0
_iTOT CHKOUT : 0
_jTOT RENEW : 0
999 _c46436
_d46436