Analisis Model Simultan Model Logistik Satu Parameter dengan Waktu Respon Berdasarkan Data Simulasi

Hidayah, Noer (2016) Analisis Model Simultan Model Logistik Satu Parameter dengan Waktu Respon Berdasarkan Data Simulasi. Jurnal Penelitian dan Evaluasi Pendidikan, 20 (2). pp. 208-220. ISSN ISSN 2338-6061 (online) || ISSN 2685-7111 (print)

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Abstract

The aim of this research is to analyse simultaneous model One Parameter Logistic Model (1- PLM) and respon time. The analysis of model used the simulation data, where the data generation scenario was done based on the number of test takers (500, 1000) and the number of test items (11, 20, 40). Parameter estimation method used the Bayesian method, Markov Chain Monte Carlo. The analysis of model was done with the accounting of the distance of true value and estimated parameter. The Analysis methods use Root Mean Square Error (RMSE), Standart Error (SE) and bias.The result of research reveals the performance of parameter estimation result for the test item (the test item difficulty, test item slowness, and the effort to complete the item test) is not influenced by the number of the test items. However, the performance of parameter estimation result for the test takers (the speed and ability of the test takers) is influenced by the number of the test items. The more test items there are, the closer is the parameter estimation result to the true parameter.

Item Type:	Article
Subjects:	01 MATHEMATICAL SCIENCES > 0104 Statistics > 010401 Applied Statistics
Divisions:	Fakultas Tarbiyah > Jurusan Tadris Matematika
Depositing User:	Muhamad Hamim
Date Deposited:	29 Nov 2021 01:44
Last Modified:	29 Nov 2021 01:44
URI:	http://repository.iainkediri.ac.id/id/eprint/599

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