five

Synthetic sentencing dataset for the construction of a severity scale

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DataCite Commons2025-09-23 更新2025-04-17 收录
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https://research.lancaster-university.uk/en/datasets/12ca31bc-0e2d-4a97-a91a-b5a0542d7779
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Dataset constructed to illustrate the construction of a sentencing severity scale. The method is described in the paper Wallace, S. and Francis, B. (2024)"Developing a Complete Sentence Severity Scale using Extended Goodman RC models", Journal of Quantitative Criminology. https://doi.org/10.1007/s10940-024-09591-6 The file is a CSV file with a header, with 61066 cases synthesised from a real sentencing dataset using the method described in Jackson, Mitra, Francis and Dale(2022) JRSS Series A (https://doi.org/10.1111/rssa.12876) .The offense codes are supplied in a separate PDF. The method of generating this synthetic file is described in a supplementary file linked to the paper. An analysis file is also supplied, showing the application of the method in the paper to the synthetic dataset using R or RStudio. There are five variables: SENTENCE1 Categorised sentence (29 levels) OFFENSE Categorised offense categories (111 levels) PLEA_TYPE Plea made at court (guilty/not guilty) PREV_CONV Previous court appearances (yes/no) NUM_OFF Number of offenses at current court appearance (single/multiple)"Description
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Lancaster University
创建时间:
2024-08-20
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