Question:
A researcher is investigating the relationship between the length of criminal trials and the likelihood of conviction. They want to use jurimetrics to analyze this relationship. However, they encounter a dataset with missing information regarding the length of some trials. Which of the following approaches is the MOST appropriate and statistically sound method to address this missing data in the context of jurimetrics research?
A researcher is investigating the relationship between the length of criminal trials and the likelihood of conviction. They want to use jurimetrics to analyze this relationship. However, they encounter a dataset with missing information regarding the length of some trials. Which of the following approaches is the MOST appropriate and statistically sound method to address this missing data in the context of jurimetrics research?
Updated On: Dec 10, 2024
- Imputing missing values using the mean duration of all trials
- Excluding cases with missing data from the analysis, potentially leading to biased results
- Using a statistical technique like multiple imputation to estimate missing values based on available data
- Ignoring the missing data altogether and focusing on cases with complete information, reducing the sample size and potentially affecting generalizability
Show Solution
Verified By Collegedunia
The Correct Option is C
Solution and Explanation
Multiple imputation is a widely accepted and statistically sound method for handling missing data, as it estimates missing values using available information and reduces bias compared to methods like mean imputation.
Was this answer helpful?
0
0
Top AILET PhD Research Methodology Questions
- Eight year olds are taller than six year olds. This is an example of a reference drawn from:
- The research focused on determining how education works by testing conclusions related to theories of communication, learning, performance and technology is
- Law, in essence, is a normative and prescriptive science. It lays down norms and standards for human behavior in a set of specified situation(s). It is a____ recognized as binding or enforced by a 'controlling authority'.
- Which of the statements is/are not true?
a) Hypothesis is a tool used for data collection.
b) Questionnaires and Interview schedule are not the tools for data collection.
c) Case Laws act as secondary sources in Doctrinal Research.
d) Doctrinal Research is a qualitative inquiry. - Match the following;
I Hypothesis a Null II published Books b Tool III Schedule c Subject matter of research IV Applied d Secondary Source
View More Questions
Top AILET PhD Data Collection and Analysis Questions
- Eight year olds are taller than six year olds. This is an example of a reference drawn from:
- The research focused on determining how education works by testing conclusions related to theories of communication, learning, performance and technology is
- Digests of cases and statutes, like Halsbury's Statutes of England and Yearly Digests (of cases published by All India Reporter, India), published by well-known law publishers fall in this category of legal research. Identify.
- Which of the statements is not true?
- The Constitution, National Gazette, which publish Acts/Proclamations passed by Parliament (and by State Legislature),41 Rules, Regulations, Statutory Orders, and Directives of Administrative Agencies, and case reports that publish judicial pronouncements of different higher courts act as____.
View More Questions
Top AILET PhD Questions
- Which of the following plays of Shaw is based on the story of a flower girl named Eliza Dolittle?
- By which pen name did Mary Ann Evans write?
- With which country can the city of Troy be identified in modern times?
- In Greek mythology, where is the seat of the King of Gods, Zeus?
- Which popular film was made on a novel in English by R.K. Narayan?
View More Questions