MARC details
000 -LEADER |
fixed length control field |
02381nam a2200313 4500 |
001 - CONTROL NUMBER |
control field |
UPMIN-00000014628 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
UPMIN |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20230209141504.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
230209b |||||||| |||| 00| 0 eng d |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
DLC |
Transcribing agency |
UPMin |
Modifying agency |
upmin |
041 ## - LANGUAGE CODE |
Language code of text/sound track or separate title |
eng |
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
LG993.5 2007 |
Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) |
A64 R85 |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Ruiz, Ritchel Crispin. |
9 (RLIN) |
2290 |
245 00 - TITLE STATEMENT |
Title |
Modeling the monthly average domestic prices of copra in the Philippines using the box and Jenkins analysis / |
Statement of responsibility, etc. |
Ritchel Crispin Ruiz. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. |
Date of publication, distribution, etc. |
2007 |
300 ## - PHYSICAL DESCRIPTION |
Extent |
47 leaves |
502 ## - DISSERTATION NOTE |
Dissertation note |
Thesis (BS Applied Mathematics) -- University of the Philippines Mindanao, 2007 |
520 3# - SUMMARY, ETC. |
Summary, etc. |
This study was conducted to develop short-term forecasts utilizing the time series data on the monthly average domestic prices of copra in the Philippines for January 1991 to December 2003. Also, this study explored the capacity of Box and Jenkins analysis to model the variable being studied. The specific objectives of this study were to describe first the behavior of the data series, then develop a univariate model to be used in drawing a one-year forecast and lastly, to check the validity of the model by comparing the forecasted with the actual values. Box and Jenkins analysis requires that the data series is stationary, that is, it should be independent of time, have a non-constant mean and non-constant variance. Thus, the raw data series was thoroughly investigated of its stationary. Results showed that it is nonstationary, as a result, appropriate transformation were applied. Taking the second difference of the natural log-transformed series achieved stationary. It was then used in deriving a model. And the final model identified using the transformed series was a MA (2) model. The accuracy of the resulting model was tested by checking it residuals and by comparing the forecasted with the actual values. In addition, the result given by the computed value for mean absolute percentage error (MAPE) indicated that the model has a high predictive power. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Copra. |
9 (RLIN) |
2291 |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Copra |
Geographic subdivision |
Philippines. |
9 (RLIN) |
2292 |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Copra |
General subdivision |
Domestic prices |
Geographic subdivision |
Philippines. |
9 (RLIN) |
2293 |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Time series analysis. |
9 (RLIN) |
2015 |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Box-Jenkins analysis. |
9 (RLIN) |
2294 |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Coconut industry. |
9 (RLIN) |
2295 |
658 ## - INDEX TERM--CURRICULUM OBJECTIVE |
Main curriculum objective |
Undergraduate Thesis |
Curriculum code |
AMAT200, |
Source of term or code |
BSAM |
905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) |
a |
Fi |
905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) |
a |
UP |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Library of Congress Classification |
Koha item type |
Thesis |