Candidates who appeared for the Indian Economic Service (IES) and Indian Statistical Service (ISS) Examination 2025 are now actively looking for question papers to analyse their performance and fine-tune their preparation. One of the most searched documents at the moment is the Statistics Paper – IV question paper, which plays a crucial role in the ISS main examination. Having access to this paper helps aspirants understand the level of difficulty, question patterns, and important topics asked.
I am writing about this because previous years’ question papers are among the most reliable study tools for serious UPSC aspirants. Whether you are checking how you performed or planning for the next attempt, the Statistics Paper – IV question paper can give you clear direction on what to focus on, what areas need more practice, and how UPSC frames advanced-level statistics questions.
About IES/ISS Examination 2025
The IES/ISS examination is conducted by the Union Public Service Commission (UPSC) to recruit candidates for prestigious services under the Government of India. While IES focuses on economics, the ISS stream is meant for candidates with strong academic background in statistics.
The examination is conducted in two stages:
- Written Examination (Mains)
- Personality Test / Interview
Statistics Paper – IV is part of the written examination for the Indian Statistical Service.
What Statistics Paper – IV Covers
Statistics Paper – IV generally tests candidates on advanced and applied areas of statistics. Topics may include:
- Sampling techniques
- Multivariate analysis
- Statistical inference
- Linear models and regression analysis
- Design of experiments
- Time series analysis
The paper is designed to assess both conceptual clarity and practical problem-solving ability.
Why Download Statistics Paper – IV Question Paper
Downloading and reviewing the question paper can help you:
- Understand UPSC’s question-setting trend
- Identify important and repeated topics
- Assess difficulty level of the paper
- Improve answer writing strategy
- Plan revision more effectively
For repeat aspirants, this paper becomes an essential benchmarking tool.
How to Download Statistics Paper – IV Question Paper
Aspirants can easily download the question paper by following these steps:
- Visit the official UPSC website
- Go to the “Examinations” section
- Click on “Previous Question Papers”
- Choose the year 2025
- Select “Indian Economic Service – Indian Statistical Service Examination, 2025”
- Click on “Statistics Paper – IV”
- Download the PDF and save it for future reference
N.B: If you want to download the question paper without any difficulty, you can easily download it by Click Here.
It is advisable to download only from official or trusted sources to ensure accuracy.


















