

{"id":16766,"date":"2025-11-11T15:44:00","date_gmt":"2025-11-11T10:14:00","guid":{"rendered":"https:\/\/vajiramandravi.com\/upsc-exam\/?p=16766"},"modified":"2025-11-12T15:35:35","modified_gmt":"2025-11-12T10:05:35","slug":"upsc-statistics-optional-previous-year-question-papers","status":"publish","type":"post","link":"https:\/\/vajiramandravi.com\/upsc-exam\/upsc-statistics-optional-previous-year-question-papers\/","title":{"rendered":"UPSC Statistics Optional Previous Year Question Papers, Download PDF"},"content":{"rendered":"<p><span style=\"font-weight: 400\">UPSC Statistics Optional Previous Year Question Papers can help in understanding the UPSC Mains exam pattern but also the type of questions being asked in the examination. For candidates with a background in mathematics, engineering, or statistics, this optional can prove highly rewarding due to its objective nature, precision in answers, and high scoring potential.<\/span><\/p>\r\n<p><span style=\"font-weight: 400\">In this article, we are going to attach the PDFs of previous ten years of UPSC Statistics Optional previous year papers.\u00a0<\/span><\/p>\r\n<h2><span style=\"font-weight: 400\">UPSC Statistics Optional Paper 2025<\/span><\/h2>\r\n<p><span style=\"font-weight: 400\">The UPSC Statistics Optional Paper 2025 is conducted on 31st August 2025. The optional comprises two papers -Paper I and Paper II each carrying 250 marks, adding up to a total of 500 marks. Candidates who have opted for this subject will appear in Paper-VIII (Optional Subject Paper I) and Paper-IX (Optional Subject Paper II). After the exam, the question papers will be released officially. Aspirants can download them for practice and evaluation.<\/span><\/p>\r\n<table style=\"width: 46.7658%\">\r\n<tbody>\r\n<tr>\r\n<td class=\"tb-color\" style=\"width: 51.4056%;text-align: center\"><strong>Question Paper<\/strong><\/td>\r\n<td class=\"tb-color\" style=\"width: 129.443%;text-align: center\"><strong>Download Link<\/strong><\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 51.4056%\">\r\n<p><span style=\"font-weight: 400\">Statistics Paper I<\/span><\/p>\r\n<\/td>\r\n<td style=\"width: 129.443%\">\r\n<p><span style=\"font-weight: 400\">To be updated<\/span><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 51.4056%\">\r\n<p><span style=\"font-weight: 400\">Statistics Paper II<\/span><\/p>\r\n<\/td>\r\n<td style=\"width: 129.443%\">\r\n<p><span style=\"font-weight: 400\">To be updated<\/span><\/p>\r\n<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h2><span style=\"font-weight: 400\">UPSC Statistics Optional Syllabus<\/span><\/h2>\r\n<p><span style=\"font-weight: 400\">The Statistics syllabus is well-defined and static, which gives candidates a clear roadmap for preparation.<\/span><\/p>\r\n<ul>\r\n\t<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Paper I (theoretical) focuses on Probability, Statistical Inference, Linear Models, and Sampling Theory.<\/span><\/li>\r\n\t<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Paper II (applied) deals with Design of Experiments, Econometrics, Statistical Quality Control, and Multivariate Analysis.<\/span><\/li>\r\n<\/ul>\r\n<h2><span style=\"font-weight: 400\">UPSC Statistics Optional Previous Year Papers<\/span><\/h2>\r\n<p><span style=\"font-weight: 400\">UPSC Statistics Optional Previous Year Papers are extremely important for analyzing the difficulty level, question framing, and recurring topics. Solving PYQs helps in:\u00a0<\/span><\/p>\r\n<ul>\r\n\t<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Identifying high-weightage topics.<\/span><\/li>\r\n\t<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Understanding patterns of numerical problems.<\/span><\/li>\r\n\t<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Practicing time management for lengthy calculations.<\/span><\/li>\r\n<\/ul>\r\n<table style=\"width: 50.7784%\">\r\n<tbody>\r\n<tr>\r\n<td class=\"tb-color\" style=\"width: 17.7581%;text-align: center\"><strong>Year<\/strong><\/td>\r\n<td class=\"tb-color\" style=\"width: 40.1367%;text-align: center\"><strong>Paper I<\/strong><\/td>\r\n<td class=\"tb-color\" style=\"width: 179.426%;text-align: center\"><strong>Paper II<\/strong><\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 17.7581%;text-align: center\">\r\n<p><span style=\"font-weight: 400\">2025<\/span><\/p>\r\n<\/td>\r\n<td style=\"width: 40.1367%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/10\/STATISTICS-PAPER-I-QP-CSM-25-010925.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<td style=\"width: 179.426%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/10\/STATISTICS-PAPER-II-QP-CSM-25-010925.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 17.7581%;text-align: center\">\r\n<p><span style=\"font-weight: 400\">2024<\/span><\/p>\r\n<\/td>\r\n<td style=\"width: 40.1367%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/08\/QP-CSM-24-STATISTICS-PAPER-I-031024.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<td style=\"width: 179.426%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/08\/QP-CSM-24-STATISTICS-PAPER-II-031024.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 17.7581%;text-align: center\">\r\n<p><span style=\"font-weight: 400\">2023<\/span><\/p>\r\n<\/td>\r\n<td style=\"width: 40.1367%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/08\/QP-CSM-23-STATISTICS-PAPER-I-29092023.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<td style=\"width: 179.426%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/08\/QP-CSM-23-STATISTICS-PAPER-II-29092023.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 17.7581%;text-align: center\">\r\n<p><span style=\"font-weight: 400\">2022<\/span><\/p>\r\n<\/td>\r\n<td style=\"width: 40.1367%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/08\/QP-CSM-22-STATISTICS-PAPER-I-280922.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<td style=\"width: 179.426%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/08\/QP-CSM-22-STATISTICS-PAPER-II-280922.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 17.7581%;text-align: center\">\r\n<p><span style=\"font-weight: 400\">2021<\/span><\/p>\r\n<\/td>\r\n<td style=\"width: 40.1367%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/08\/Statistics-Paper-I.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<td style=\"width: 179.426%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/08\/Statistics-Paper-II.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 17.7581%;text-align: center\">\r\n<p><span style=\"font-weight: 400\">2020<\/span><\/p>\r\n<\/td>\r\n<td style=\"width: 40.1367%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/08\/STATS_I.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<td style=\"width: 179.426%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/08\/STATS_II.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 17.7581%;text-align: center\">\r\n<p><span style=\"font-weight: 400\">2019<\/span><\/p>\r\n<\/td>\r\n<td style=\"width: 40.1367%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/08\/QP-CSM19-Statistics-I.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<td style=\"width: 179.426%;text-align: center\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/wp-content\/uploads\/2025\/08\/QP-CSM19-Statistics-II.pdf\" target=\"_blank\"><span style=\"font-weight: 400\">Download<\/span><\/a><\/p>\r\n<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h2><span style=\"font-weight: 400\">UPSC Statistics Optional PYQs Preparation Strategy\u00a0<\/span><\/h2>\r\n<p><span style=\"font-weight: 400\">In order to prepare UPSC Statistics Optional PYQs, the following strategy can be adopted:\u00a0<\/span><\/p>\r\n<ul>\r\n\t<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Begin by practicing from NCERT\u2019s and undergraduate statistics textbooks.\u00a0<\/span><\/li>\r\n\t<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Candidates can study from books like Hogg &amp; Craig (Probability &amp; Statistical Inference), Goon, Gupta &amp; Dasgupta (Fundamentals of Statistics) and Montgomery (Design of Experiments, Quality Control).\u00a0<\/span><\/li>\r\n\t<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Practice PYQs from the last ten years to understand the exam pattern and the types of questions being asked in the examination.\u00a0<\/span><\/li>\r\n\t<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Attempt test series to build accuracy and speed.\u00a0<\/span><\/li>\r\n\t<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Revise regularly as statistics requires practice over memorisation.<\/span><\/li>\r\n<\/ul>\r\n<table style=\"width: 61.2744%\">\r\n<tbody>\r\n<tr style=\"height: 25px\">\r\n<td class=\"tb-color\" style=\"width: 238.917%;text-align: 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51px\">\r\n<td style=\"width: 43.8257%;text-align: center;height: 51px\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/csat-syllabus\/\" target=\"_blank\"><strong>UPSC CSAT Syllabus<\/strong><\/a><\/p>\r\n<\/td>\r\n<td style=\"width: 195.091%;text-align: center;height: 51px\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/upsc-book-list\/\" target=\"_blank\"><strong>UPSC Books<\/strong><\/a><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr style=\"height: 51px\">\r\n<td style=\"width: 43.8257%;text-align: center;height: 51px\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/upsc-admit-card\/\" target=\"_blank\"><strong>UPSC Admit Card<\/strong><\/a><\/p>\r\n<\/td>\r\n<td style=\"width: 195.091%;text-align: center;height: 51px\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-previous-papers\/\" target=\"_blank\"><strong>UPSC Previous Year Papers<\/strong><\/a><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr style=\"height: 51px\">\r\n<td style=\"width: 43.8257%;text-align: center;height: 51px\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/upsc-prelims-answer-key-2025\/\" target=\"_blank\"><strong>UPSC Answer Key<\/strong><\/a><\/p>\r\n<\/td>\r\n<td style=\"width: 195.091%;text-align: center;height: 51px\">\r\n<p><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/ias-vs-ips\/\" target=\"_blank\"><strong>IAS vs IPS<\/strong><\/a><\/p>\r\n<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>","protected":false},"excerpt":{"rendered":"<p>Download UPSC Statistics Optional Previous Year Papers with syllabus &#038; strategy. Practice PYQs to analyze exam pattern, boost accuracy &#038; score well.<\/p>\n","protected":false},"author":23,"featured_media":16521,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[1538],"class_list":{"0":"post-16766","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-upsc-cse-exam","8":"tag-upsc-statistics-optional-previous-year-question-papers"},"acf":[],"_links":{"self":[{"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/posts\/16766","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/comments?post=16766"}],"version-history":[{"count":4,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/posts\/16766\/revisions"}],"predecessor-version":[{"id":21183,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/posts\/16766\/revisions\/21183"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/media\/16521"}],"wp:attachment":[{"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/media?parent=16766"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/categories?post=16766"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/tags?post=16766"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}