EMPLOYING BOOTSTRAP DATA ENVELOPMENT ANALYSIS AND LSW ALGORITHM TO ESTIMATE IRAN’ MANUFACTURINGINDUSTRIES’ EFFICIENCY

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

SHAHIKI TASH M.N.; SHAHRAKI J.; KHAJEH HASSANI M.

Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Journal of Operational Research in its Applications Year:2018 | Volume:14 | Issue:4 (55) Page(s): 129-148

Download Full-Text

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Persian Verion

View:

874

Download:

Cites:

Information Journal Paper

Title

EMPLOYING BOOTSTRAP DATA ENVELOPMENT ANALYSIS AND LSW ALGORITHM TO ESTIMATE IRAN’ MANUFACTURINGINDUSTRIES’ EFFICIENCY

Author(s)

SHAHIKI TASH M.N. | SHAHRAKI J. | KHAJEH HASSANI M. | Issue Writer Certificate

Keywords

DATA ENVELOPMENT ANALYSISQ3

BOOTSTRAP RESAMPLINGQ1

INDUSTRY SECTORQ1

EFFICIENCYQ2

NATURAL RESOURCESQ1

BIAS CORRECTIONQ1

Abstract

Through Employing Bootstrap DATA ENVELOPMENT ANALYSIS and LSW Algorithm this study aimed at estimating bias corrected EFFICIENCY, technical EFFICIENCY, managerial and scale efficiencies for firms with 10 or more labor forces during the year 2011. Bootstrap is a resampling technique applied to estimate the distribution properties of an estimator. Such methods are used when dependency and sensitivity of ranking and EFFICIENCY values of each economical firm changes in sample compositions and also when it is necessary to correct generated bias caused by calculation of EFFICIENCY values in conventional methods of input-DATA ENVELOPMENT ANALYSIS. The results showed that the average of managerial and scale efficiencies of our country’s industry section are 77% and 94% respectively. This shows that the main reason for technical inefficiency is inefficient management.9% of our country’s INDUSTRY SECTOR, functions with complete technical EFFICIENCY, and 48% of the sector functions with less than 70% of technical EFFICIENCY.

Cites

No record.

References

No record.

Cite

APA: Copy

SHAHIKI TASH, M.N., SHAHRAKI, J., & KHAJEH HASSANI, M.. (2018). EMPLOYING BOOTSTRAP DATA ENVELOPMENT ANALYSIS AND LSW ALGORITHM TO ESTIMATE IRAN’ MANUFACTURINGINDUSTRIES’ EFFICIENCY. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), 14(4 (55) ), 129-148. SID. https://sid.ir/paper/164511/en

Vancouver: Copy

SHAHIKI TASH M.N., SHAHRAKI J., KHAJEH HASSANI M.. EMPLOYING BOOTSTRAP DATA ENVELOPMENT ANALYSIS AND LSW ALGORITHM TO ESTIMATE IRAN’ MANUFACTURINGINDUSTRIES’ EFFICIENCY. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS)[Internet]. 2018;14(4 (55) ):129-148. Available from: https://sid.ir/paper/164511/en

IEEE: Copy

M.N. SHAHIKI TASH, J. SHAHRAKI, and M. KHAJEH HASSANI, “EMPLOYING BOOTSTRAP DATA ENVELOPMENT ANALYSIS AND LSW ALGORITHM TO ESTIMATE IRAN’ MANUFACTURINGINDUSTRIES’ EFFICIENCY,” JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), vol. 14, no. 4 (55) , pp. 129–148, 2018, [Online]. Available: https://sid.ir/paper/164511/en

Related Journal Papers