MARC details
| 000 -LEADER |
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| fixed length control field |
02470nam a22003733a 4500 |
| 001 - CONTROL NUMBER |
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| control field |
UPMIN-00005905256 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
UPMIN |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20230202141507.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
230202b |||||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
DLC |
| Transcribing agency |
UPMin |
| Modifying agency |
upmin |
| 041 ## - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
eng |
| 090 #0 - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
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| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
LG 993.5 2011 |
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) |
A64 M36 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Manching, Imee Celine Robles. |
| 9 (RLIN) |
2050 |
| 245 ## - TITLE STATEMENT |
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| Title |
Modeling the monthly production of banana using the box and Jenkins analysis / |
| Statement of responsibility, etc. |
Imee Celine Robles Manching. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Date of publication, distribution, etc. |
2011 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
53 leaves. |
| 502 ## - DISSERTATION NOTE |
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| Dissertation note |
Thesis (BS Applied Mathematics) -- University of the Philippines Mindanao, 2011 |
| 520 3# - SUMMARY, ETC. |
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| Summary, etc. |
This study was done to determine the trend of banana of two classes namely, Class A and Class B, using the Box and Jenkins methodology. The monthly production of bananas in boxes was used to analyze the series. The time series data covers the production from January 2005 to December 2010, where the production in the year 2010 was compared to the predicted values for accuracy. The method used ARIMA to model for and forecast the banana production foe each of the two classes. The identified models for Class A and Class B bananas were MA (12) and ARIMA (1,6,2) respectively, and was identified to be well fitted to the series showed by some statistical tests. Anderson-Darling test was used to check the normality of the residuals and Ljung-box test for the independence. However, results showed that the models were unable to give accurate forecasts since both models yield large values for MSE and MAPE, which were used to measure the accuracy of the forecasts. Class A series resulted to MSE with 17,502,3223 while MAPE resulted to 29.03%, Class B, on the other hand, resulted to 235,359.8 for MSE and 26.83% for MAPE. It was concluded that the number of adta points was not able to represent well the production series which led to the large errors in the forecasts. |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
R-project. |
| 9 (RLIN) |
2051 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Box-Jenkins time series model. |
| 9 (RLIN) |
2052 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Bananas |
| General subdivision |
Monthly production. |
| 9 (RLIN) |
2053 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
ARIMA models. |
| 9 (RLIN) |
2054 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Anderson-Darling test. |
| 9 (RLIN) |
2055 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Ljung-box test. |
| 9 (RLIN) |
2056 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Forecasting. |
| 9 (RLIN) |
2018 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Time series analysis. |
| 9 (RLIN) |
2015 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Bananeros Cooperative. |
| 9 (RLIN) |
2057 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Autocorrelation. |
| 9 (RLIN) |
2058 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Differencing. |
| 9 (RLIN) |
2059 |
| 658 ## - INDEX TERM--CURRICULUM OBJECTIVE |
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| 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) |
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| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Thesis |
