Interval Konfidensi Satu Parameter Data Berdistribusi Eksponensial Di Bawah Sensor Tipe-II (studi kasus kejadian terorisme di Indonesia tahun 2019-2022)

This study aims to estimate the confidence interval of the survival function on one-parameter exponentially distributed data with type-II censoring, using terrorism incident data in Indonesia. The data analyzed includes the waiting time for terrorism incidents between 2019 and 2022. Testing was carried out using the Kolmogorov-Smirnov test to ensure the distribution of the data used, followed by creating a confidence interval at a certain time, namely at 3 and 5 months. The results show that the width of the confidence interval at the 95% and 99% confidence levels varies depending on the waiting time analyzed. This study aims to provide deeper insight into the pattern of terrorism incidents in Indonesia in the future.

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Publication Details

Journal
Jurnal Eksbar
Published
2025-06-20
DOI
https://doi.org/10.29408/eksbar.v2i1.29122
Primary Topic
Data Mining and Machine Learning Applications
Type
article
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article

Interval Konfidensi Satu Parameter Data Berdistribusi Eksponensial Di Bawah Sensor Tipe-II (studi kasus kejadian terorisme di Indonesia tahun 2019-2022)

Deshira Azzahra Cahyani, Umam Hidayaturrohman, Yusri Sandi Angsari, Siti Hariati Hastuti et al.
Jurnal Eksbar
Data Mining and Machine Learning Applications
article

Interval Konfidensi Satu Parameter Data Berdistribusi Eksponensial Di Bawah Sensor Tipe-II (studi kasus kejadian terorisme di Indonesia tahun 2019-2022)

Deshira Azzahra Cahyani, Umam Hidayaturrohman, Yusri Sandi Angsari, Siti Hariati Hastuti, Wahyuni Puspita Sari, Basirun, Ria Nika
article en

Abstract

This study aims to estimate the confidence interval of the survival function on one-parameter exponentially distributed data with type-II censoring, using terrorism incident data in Indonesia. The data analyzed includes the waiting time for terrorism incidents between 2019 and 2022. Testing was carried out using the Kolmogorov-Smirnov test to ensure the distribution of the data used, followed by creating a confidence interval at a certain time, namely at 3 and 5 months. The results show that the width of the confidence interval at the 95% and 99% confidence levels varies depending on the waiting time analyzed. This study aims to provide deeper insight into the pattern of terrorism incidents in Indonesia in the future.

Jurnal EksbarVol. 2(1)
Universitas Amir Hamzah (ID)
Peace, Justice and strong institutions
Openalex Percentile: Top 80%
Data Mining and Machine Learning Applications
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