Analisis Hubungan Antara Omset Penjualan Pedagang Kue, Penggunaan Tepung Terigu Dan Jenis Kelamin Menggunakan Model Log Linier

Article History

Submited : July 13, 2023
Published : August 4, 2023

The aim of the study was to determine the pattern of relationship between the sales turnover variables of cake vendors, the use of wheat flour, and gender. Knowing the best equation model that shows the relationship pattern of cake vendor sales turnover variables, the use of wheat flour, and gender. Determine the cells that cause the relationship between variables to be dependent. The data analysis method used in this research is the Linear Log Model with the best model using the Backward method. The data in this research is secondary data from a survey at PT. BOGASARI in November 2022. The conclusions obtained in this study are that there is a relationship between the variable sales turnover of traders every day and the use of wheat flour for golden carriages. The best model showing the pattern of relationship between the sales turnover variables of cake vendors, the use of carriage golden flour, and gender is log . Male traders whose daily turnover is < Rp. 500,000.00 tend to use Kereta Kencana flour, while female traders whose turnover is < Rp. 500,000.00 per day tend not to use Kereta Kencana flour.

References

  1. Andreas, J., and Klein, D. When and why are log-linear models self-normalizing?, pp. 244–249, 2015.
  2. Andrew, G., & Gao, J. Scalable training of L1-regularized log-linear models. ACM Int. Conf. Proceeding Ser, 227:33–40, 2007, doi: 10.1145/1273496.1273501.
  3. Budiati, D. Y., Wilandari, M. Jurusan Statistika FSM UNDIP, and S. Pengajar Jurusan Statistika, “Analisis Hubungan Antara Lama Studi, Jalur Masuk Dan Indeks Prestasi Kumulatif (Ipk) Menggunakan Model Log Linier (Studi Kasus: Lulusan Mahasiswa Fsm Undip Periode Wisuda Tahun 2012/2013),” J. Gaussian, 3(1):41–50, 2014. Available: http://ejournal-s1.undip.ac.id/index.php/gaussian.
  4. Aris Budiyono, M., Wahyuningsih, S., & Purnamasari, I. Model Log Linier untuk Empat Dimensi Log Linier Model for Four Dimentions. J. EKSPONENSIAL, 6(2):101–112, 2015.
  5. Chen, D., Schneider, N., Das, D., & Smith, N. A. SEMAFOR: Frame argument resolution with log-linear models. ACL 2010 - SemEval 2010 - 5th Int. Work. Semant. Eval. Proc., 264–267, 2010.
  6. Clark, S., & Curran, J. R. Parsing the WSJ using CCG and log-linear models. Proc. Annu. Meet. Assoc. Comput. Linguist., pp. 103–110, 2004, doi: 10.3115/1218955.1218969.
  7. Gimpel, K., & Smith, N. A. Softmax-Margin CRFs: Training log-linear models with cost functions. NAACL HLT 2010 - Hum. Lang. Technol. 2010 Annu. Conf. North Am. Chapter Assoc. Comput. Linguist. Proc. Main Conf., no. June, pp. 733–736, 2010.
  8. Kewinay, R. E. Aplikasi Analisis Log-Linier pada Pengaruh Sikap dan Motivais Mahasiswa terhadap Kedisiplinan. J. Difer., 2(2):163–179, 2020.
  9. Kompresi, R., Sari, J. S., Wilandari, Y., & Hoyyi, A. Pembentukan Model Log Linier Empat Dimensi (Studi Kasus : Rata-Rata Pengguna Jenis Bahan Bakar Minyak Berdasarkan Jenis Kendaraan, Rasio Kompresi Dan Kapasitas Mesin). 5(3):437–446, 2016.
  10. Liu, Y., Liu, Q., & Lin, S. Log-linear Models for Word Alignment Categories of Alignment Approaches. Technology, 6:459–466, 2005. Available: http://www.aclweb.org/anthology/P/P05/P05-1057.
  11. Maryana, Model Log Linier yang Terbaik untuk Analisis Data Kualitatif pada Tabel Kontingensi Tiga Arah Maryana. Malikussaleh Indutrial Eng, 2(2):32–37, 2013.
  12. Millar, R. B. & Holst, R. Estimation of gillnet and hook selectivity using log-linear models. ICES J. Mar. Sci, 54(3):471–477, 1997. doi: 10.1006/jmsc.1996.0196.
  13. Mulyani, E., Nugroho, S., & Faisal, F. Model Log Linier Beberapa Kasus Kriminologi yang Terjadi di Wilayah Polres Bengkulu pada Tahun 2004/2005. J. Alumni Jur. Mat, 2006. Available: http://sigitnugroho.id/e-Skripsi/0201 Model Log-Linier Kasus Kriminologi.pdf.
  14. Nurman, T. A. Analisis data kategori dengan log linier menggunakan prinsip hirarki (studi kasus jumlah kecelakaan lalu lintas di kota makassar tahun 2011). J. Teknosains, 7(1):99–110, 2013.
  15. Rahani, R., & Theana, E. Pembentukan Model Log Linier Tiga Dimensi pada Asosiasi Sikap Diskriminatif dan Stigma terhadap Orang dengan HIV/AIDS, Pengetahuan Komprehensif HIV/AIDS dan Tingkat Pendidikan Remaja Perempuan di Indonesia. Jurnal Statistika dan Aplikasi, 6(2):300–312, 2022. doi: 10.21009/jsa.06215.
  16. Smith, D. A., & Eisner, J. Minimum risk annealing for training log-linear models. COLING/ACL 2006 - 21st Int. Conf. Comput. Linguist. 44th Annu. Meet. Assoc. Comput. Linguist. Proc. Main Conf. Poster Sess, 787–794, 2006. doi: 10.3115/1273073.1273174.
  17. Viestri, D. A., & Purhadi. Pemodelan Log Linier dan Regresi Logistik Biner. Jurnal Sains dan Seni ITS, 4(1):109–114, 2015.
  18. Wilandari, Y., Sugito, S., & Silvia, C. Analisis Kecelakaan Lalu Lintas Di Kota Semarang Menggunakan Model Log Linier. Media Stat, 9(1):51–61, 2016, doi: 10.14710/medstat.9.1.51-61.

Downloads

Download data is not yet available.
Fulltext
statcounter