{"id":25595981,"date":"2024-11-18T15:50:04","date_gmt":"2024-11-18T10:20:04","guid":{"rendered":"https:\/\/entri.app\/blog\/?p=25595981"},"modified":"2024-11-18T15:50:04","modified_gmt":"2024-11-18T10:20:04","slug":"upsc-statistics-syllabus","status":"publish","type":"post","link":"https:\/\/entri.app\/blog\/upsc-statistics-syllabus\/","title":{"rendered":"UPSC Statistics Syllabus 2025: Must-Have Study Notes and PDFs"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_79_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69d10aed14ce3\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69d10aed14ce3\"  aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/entri.app\/blog\/upsc-statistics-syllabus\/#Statistics_Syllabus_for_UPSC_PDF\" >Statistics Syllabus for UPSC PDF<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/entri.app\/blog\/upsc-statistics-syllabus\/#Statistics_Syllabus_for_UPSC_2025\" >Statistics Syllabus for UPSC 2025<\/a><\/li><\/ul><\/nav><\/div>\n<p><strong>UPSC Statistics Syllabus:<\/strong>The UPSC Civil Services Examination (CSE) is probably one of the most prestigious and nerve-wracking exams in India. Though the General Studies papers take up a very broad curriculum, there is an optional subject that one can choose according to their interest and strength, and lately, Statistics has been a surprisingly popular one amongst aspirants.<\/p>\n<p>Statistics is a rational and systematic subject that attracted many who are fond of numbers and data interpretation. In this blog, we will take a closer look at the UPSC Statistics Syllabus 2025 and provide guidance on how to prepare for it in an effective manner. Familiarization with syllabus is important for any aspirant because there could be some updates or changes in 2025.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Statistics_Syllabus_for_UPSC_PDF\"><\/span><strong>Statistics Syllabus for UPSC PDF<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"lead-gen-block\"><a href=\"https:\/\/entri.app\/blog\/wp-content\/uploads\/2024\/11\/UPSC-Statistics-Syllabus-2025_.pdf\" data-url=\"https:\/\/entri.app\/blog\/wp-content\/uploads\/2024\/11\/UPSC-Statistics-Syllabus-2025_.pdf\" class=\"lead-pdf-download\" data-id=\"25556012\">\n<p style=\"text-align: center;\"><strong>\u00a0Click Here to Download UPSC Statistics Syllabus 2025 PDF<\/strong><\/p>\n<\/a><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Statistics_Syllabus_for_UPSC_2025\"><\/span><strong>Statistics Syllabus for UPSC 2025<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h4><strong>Paper \u2013 I<\/strong><\/h4>\n<ol>\n<li><strong>Probability:<\/strong>Sample space and events, probability measure and probability space, random variable as a measurable function, distribution function of a random variable, discrete and continuous-type random variable, probability mass function, probability density function, vector-valued random variable, marginal and conditional distributions, stochastic independence of events and of random variables, expectation and\u00a0 moments of a random variable, conditional expectation, convergence of a sequence of random variable in distribution, in probability, in p-th mean and almost everywhere,\u00a0 their criteria and inter-relations, Chebyshev\u2019s inequality and Khintchine\u2018s weak law of large numbers, strong law of large numbers and Kolmogoroff\u2019s theorems, probability generating function, moment generating function, characteristic function, inversion theorem, Linderberg and Levy forms of central limit theorem, standard discrete and continuous probability<br \/>\ndistributions.<\/li>\n<li><strong>Statistical Inference:<\/strong>Consistency, unbiasedness, efficiency, sufficiency, completeness, ancillary statistics, factorization theorem, exponential family of distribution and its properties, uniformly minimum variance unbiased (UMVU) estimation, Rao-Blackwell and Lehmann-Scheffe theorems, Cramer-Rao inequality for single parameter. Estimation by methods of moments, maximum likelihood, least squares, minimum chi-square and modified minimum chi-square, properties of maximum likelihood and other estimators, asymptotic efficiency, prior and\u00a0 posterior distributions, loss function, risk function, and minimax estimator. Bayes estimators. Non-randomised and randomised tests, critical function, MP tests, Neyman-Pearson lemma, UMP tests, monotone likelihood ratio, similar and unbiased tests, UMPU tests for single parameter likelihood ratio test and its asymptotic distribution. Confidence bounds and its relation with tests. Kolmogoroff\u2019s test for goodness of fit and its consistency, sign test and its optimality. Wilcoxon signed-ranks test and its consistency, Kolmogorov-Smirnov two-sample test, run test, Wilcoxon-Mann-Whitney test and median test, their consistency and asymptotic normality. Wald\u2019s SPRT and its properties, OC and ASN functions for tests regarding parameters for Bernoulli, Poisson, normal and exponential distributions. Wald\u2019s fundamental identity.<\/li>\n<li><strong>Linear Inference and Multivariate Analysis:<\/strong>Linear statistical models\u2019, theory of least squares and analysis of variance, Gauss- Markoff theory, normal equations, least squares estimates and their precision, test of significance and interval estimates based on least squares theory in one-way, two-way and three-way classified data, regression analysis, linear regression, curvilinear regression and orthogonal polynomials, multiple regression, multiple and partial correlations, estimation of variance and covariance components, multivariate normal distribution, Mahalanobis-D2 and Hotelling\u2019s T2 statistics and their applications and properties, discriminant analysis, canonical correlations, principal component analysis.<\/li>\n<li><strong>Sampling Theory and Design of Experiments:<\/strong>An outline of fixed-population and superpopulation approaches, distinctive features of finite population sampling,probability sampling designs, simple random sampling with and without replacement, stratified random sampling, systematic sampling and its efficacy ,cluster sampling, twostage and multi-stage sampling, ratio and regression methods of estimation involving one or more auxiliary variables, twophase sampling, probability proportional to size sampling with and without replacement, the Hansen-Hurwitz and the Horvitz- Thompson estimators, non-negative variance estimation with reference to the Horvitz-Thompson estimator, non-sampling errors. Fixed effects model (two-way classification) random and mixed effects models (two-way classification with equal observation per cell), CRD, RBD, LSD and their analyses, incomplete block designs, concepts of orthogonality and balance, BIBD, missing plot technique, factorial experiments and 2nand 32, confounding in factorial experiments, split-plot and simple lattice designs, transformation of data Duncan\u2019s multiple range test.<\/li>\n<\/ol>\n<p style=\"text-align: center;\"><a href=\"https:\/\/entri.app\/exam\/upsc-online-coaching\/\" target=\"_blank\" rel=\"noopener\"><strong>Crack UPSC with Expert Mentors! Get Free Demo Classes!<\/strong><\/a><\/p>\n<h4><strong>Paper \u2013 II<\/strong><\/h4>\n<ol>\n<li><strong>Industrial Statistics:<\/strong>Process and product control, general theory of control charts, different types of\u00a0 control charts for variables and attributes, X, R, s, p, np and c charts, cumulative sum chart. Single, double, multiple and sequential sampling plans for attributes, OC, ASN, AOQ and ATI curves, concepts of producer\u2019s and consumer\u2019s risks, AQL, LTPD and AOQL, Sampling plans for variables, Use of Dodge-Roming tables. Concept of reliability, failure rate and reliability functions, reliability of series and parallel systems and other simple configurations, renewal density and renewal function, Failure models: exponential, Weibull, normal, lognormal. Problems in life testing, censored and truncated experiments for exponential models.<\/li>\n<li><strong>Optimization Techniques:<\/strong>Different types of models in Operations Research, their construction and general methods of solution, simulation and Monte-Carlo\u00a0methods formulation of linear programming (LP) problem, simple LP model and its graphical solution, the simplex procedure, the two-phase method and the M-technique with artificial variables, the duality theory of LP and its economic interpretation, sensitivity analysis, transportation and assignment problems, rectangular games, twoperson zero-sum games, methods of solution (graphical and algebraic). Replacement of failing or deteriorating items, group and individual replacement\u00a0policies, concept of scientific inventory management and analytical structure of inventory problems, simple models with deterministic and stochastic demand with\u00a0and without lead time, storage models with particular reference to dam type. Homogeneous discrete-time Markov chains, transition probability matrix, classification\u00a0of states and ergodic theorems, homogeneous continuous-time Markov chains, Poisson process, elements of queuing theory, M\/M\/1, M\/M\/K, G\/M\/1 and M\/G\/1\u00a0queues. Solution of statistical problems on computers using well-known statistical software packages like SPSS.<\/li>\n<li><strong>Quantitative Economics and Official Statistics:<\/strong>Determination of trend, seasonal and cyclical components, Box-Jenkins method, tests for stationary series, ARIMA models and determination of orders of autoregressive and moving average components, forecasting. Commonly used index numbers- Laspeyre\u2019s, Paasche\u2019s and Fisher\u2019s ideal index numbers, chain-base index number, uses and limitations of index numbers, index number of wholesale prices, consumer prices, agricultural production and industrial production, test for index numbers \u2013 proportionality, time-reversal, factor-reversal and circular . General linear model, ordinary least square and generalized least squares methods of estimation, problem of multicollinearity, consequences and solutions of multicollinearity, autocorrelation and its consequences, heteroscedasticity of disturbances and its testing, test for independence of disturbances, concept of structure and model for simultaneous equations, problem of identification-rank and order conditions of identifiability, twostage least square method of estimation. Present official statistical system in India relating to population, agriculture, industrial\u00a0 production, trade and prices, methods of collection of official statistics, their reliability and limitations, principal publications containing such statistics, various official\u00a0 agencies responsible for data collection and their main functions.<\/li>\n<li><strong>Demography and Psychometry:<\/strong>\u00a0Demographic data from census, registration,\u00a0 NSS other surveys, their limitations and uses, definition, construction and uses of\u00a0vital rates and ratios, measures of fertility,\u00a0 reproduction rates, morbidity rate, standardized death rate, complete and abridged life tables, construction of life tables from vital statistics and census returns, uses of life\u00a0 tables, logistic and other population growth curves, fitting a logistic curve, population projection, stable population, quasi-stable population, techniques in estimation of demographic parameters, standard classification by cause of death, health surveys and use of hospital statistics. Methods of standardisation of scales and tests, Z-scores, standard scores, T-scores, percentile scores, intelligence quotient and its measurement and uses, validity and reliability of test scores and its determination, use of factor analysis and path analysis in psychometry.<\/li>\n<\/ol>\n<p style=\"text-align: center;\"><a href=\"https:\/\/entri.app\/exam\/upsc-online-coaching\/\" target=\"_blank\" rel=\"noopener\"><strong>Crack UPSC with Expert Mentors! Get Free Demo Classes!<\/strong><\/a><\/p>\n<h3><strong>How to Prepare for UPSC Statistics 2025?<\/strong><\/h3>\n<ol>\n<li><strong>Understand the Syllabus<\/strong>\n<ul>\n<li>Emphasize the need to go through the syllabus thoroughly and identify important topics.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Time Management<\/strong>\n<ul>\n<li>Break down the syllabus into manageable parts and create a study schedule.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Books and Resources<\/strong>\n<ul>\n<li>Recommend standard textbooks and online resources for Statistics, including books by authors like Arun Sharma and R S Aggarwal.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Practice with Previous Years&#8217; Papers<\/strong>\n<ul>\n<li>Highlight the importance of solving past papers to understand the question patterns.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Mock Tests and Answer Writing<\/strong>\n<ul>\n<li>Stress on regular practice of mock tests to boost time management and exam strategy.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>Statistics is one of the most popular and high-scoring optionals for UPSC aspirants. Understand the syllabus thoroughly, pursue a structured plan of preparation, and avoid common mistakes to do both Paper I and Paper II well. Start early, maintain continuity, and practice well to ensure success in 2025.<\/p>\n<div class=\"modal\" id=\"modal25556012\"><div class=\"modal-content\"><span class=\"close-button\">&times;<\/span>\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f25556012-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"25556012\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/blog\/wp-json\/wp\/v2\/posts\/25595981#wpcf7-f25556012-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"25556012\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.4\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f25556012-o1\" \/><input type=\"hidden\" 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class=\"custom-form-group-1\">\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"phone\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Phone Number\" value=\"\" type=\"tel\" name=\"phone\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<div class=\"custom-form-group-1\">\n\t\t<div class=\"custom-select-wrapper\">\n\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"language\"><select class=\"wpcf7-form-control wpcf7-select wpcf7-validates-as-required cf7-0678-exam-language\" aria-required=\"true\" aria-invalid=\"false\" name=\"language\"><option value=\"\">Select Language<\/option><option value=\"Malayalam\">Malayalam<\/option><option value=\"Tamil\">Tamil<\/option><option value=\"Telugu\">Telugu<\/option><option value=\"Kannada\">Kannada<\/option><option value=\"Hindi\">Hindi<\/option><\/select><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"custom-form-group-1\">\n\t\t<div class=\"custom-select-wrapper\">\n\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"course\"><select class=\"wpcf7-form-control wpcf7-select wpcf7-validates-as-required cf7-0678-exam-category-select\" aria-required=\"true\" aria-invalid=\"false\" name=\"course\"><option value=\"\">Select an option<\/option><option value=\"Kerala PSC Exams\">Kerala PSC Exams<\/option><option value=\"Teaching Govt Exams\">Teaching Govt Exams<\/option><option value=\"Technical Govt Exams\">Technical Govt Exams<\/option><option value=\"SSC RRB\">SSC RRB<\/option><option value=\"Banking\">Banking<\/option><option value=\"Coding\">Coding<\/option><option value=\"Digital Marketing\">Digital Marketing<\/option><option value=\"Language Learning\">Language Learning<\/option><option value=\"Accounting &amp; Taxation\">Accounting &amp; Taxation<\/option><option value=\"SAP\">SAP<\/option><option value=\"Personal Finance\">Personal Finance<\/option><option value=\"Civil &amp; Mech Upskilling\">Civil &amp; Mech Upskilling<\/option><option value=\"Electronics Upskilling\">Electronics Upskilling<\/option><option value=\"Montessori &amp; Yoga TTC\">Montessori &amp; Yoga TTC<\/option><option value=\"Healthcare\">Healthcare<\/option><option value=\"HR Management\">HR Management<\/option><option value=\"College Entrance Exams\">College Entrance Exams<\/option><option value=\"Accounting\">Accounting<\/option><option value=\"TNPSC\">TNPSC<\/option><option value=\"Other Exams\">Other Exams<\/option><\/select><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"custom-form-group-1\">\n\t\t<div class=\"custom-select-wrapper\">\n\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"exam-name\"><select class=\"wpcf7-form-control wpcf7-select wpcf7-validates-as-required cf7-0678-exam-name-select\" aria-required=\"true\" aria-invalid=\"false\" name=\"exam-name\"><option value=\"\">Select an option<\/option><option value=\"Degree Level Exams\">Degree Level Exams<\/option><option value=\"Plus two Level exams\">Plus two Level exams<\/option><option value=\"10th level exam\">10th level exam<\/option><option value=\"LGS (Company Board, University etc)\">LGS (Company Board, University etc)<\/option><option value=\"LDC\">LDC<\/option><option value=\"Village Field Assistant\">Village Field Assistant<\/option><option value=\"Assistant salesman\">Assistant salesman<\/option><option value=\"Secretariat OA\">Secretariat OA<\/option><option value=\"Uniform Posts(Police, Excise, Forest, Fire)\">Uniform Posts(Police, Excise, Forest, Fire)<\/option><option value=\"BevCo LD\">BevCo LD<\/option><option value=\"Devaswom Board LDC\">Devaswom Board LDC<\/option><option value=\"Driver Exams\">Driver Exams<\/option><option value=\"SBCID\">SBCID<\/option><option value=\"LSGD\">LSGD<\/option><option value=\"Secretariant Assistant\">Secretariant Assistant<\/option><option value=\"Company Board Assistant\">Company Board Assistant<\/option><option value=\"University Assistant\">University Assistant<\/option><option value=\"Kerala Administrative Tribunal\">Kerala Administrative Tribunal<\/option><option value=\"Driver cum OA\">Driver cum OA<\/option><option value=\"ICDS\">ICDS<\/option><option value=\"CDPO\">CDPO<\/option><option value=\"Finger Print Searcher\">Finger Print Searcher<\/option><option value=\"Welfare Officer\">Welfare Officer<\/option><option value=\"Probation Officer\">Probation Officer<\/option><option value=\"Scientific Officer\">Scientific Officer<\/option><option value=\"HSST\">HSST<\/option><option value=\"SET\">SET<\/option><option value=\"KTET\">KTET<\/option><option value=\"HSA\">HSA<\/option><option value=\"LP\/UP Assistant\">LP\/UP Assistant<\/option><option value=\"EMRS\">EMRS<\/option><option value=\"KVS PGT &amp; TGT, PRT\">KVS PGT &amp; TGT, PRT<\/option><option value=\"RRB TGT&amp; PGT, PRT\">RRB TGT&amp; PGT, PRT<\/option><option value=\"AE (PCB, PWD, KSEB, etc)\">AE (PCB, PWD, KSEB, etc)<\/option><option value=\"PWD Engineering Assistant\">PWD Engineering Assistant<\/option><option value=\"KSEB Sub Engineer\">KSEB Sub Engineer<\/option><option value=\"KSEB Worker\">KSEB Worker<\/option><option value=\"Overseer\/Draftsman (Grade 1, 2, 3 )\">Overseer\/Draftsman (Grade 1, 2, 3 )<\/option><option value=\"PWD Overseer\">PWD Overseer<\/option><option value=\"Tradesman\">Tradesman<\/option><option value=\"Lecturer in Poly\">Lecturer in Poly<\/option><option value=\"Lecturer in Tools &amp; Die Engineering\">Lecturer in Tools &amp; Die Engineering<\/option><option value=\"Assistant Electrical Inspector\">Assistant Electrical Inspector<\/option><option value=\"Lineman\/ Electrician\">Lineman\/ Electrician<\/option><option value=\"Technician Grade 2\">Technician Grade 2<\/option><option value=\"Foreman\">Foreman<\/option><option value=\"Assistant Motor Vehicle Inspector (AMVI)\">Assistant Motor Vehicle Inspector (AMVI)<\/option><option value=\"MMV Training Instuctor\">MMV Training Instuctor<\/option><option value=\"Computer Programmer\">Computer Programmer<\/option><option value=\"Computer Engineer\">Computer Engineer<\/option><option value=\"Junior Instructor\">Junior Instructor<\/option><option value=\"Assistant Professor (Tech)\">Assistant Professor (Tech)<\/option><option value=\"Assistant Town Planner\">Assistant Town Planner<\/option><option value=\"KWA Draftsman Grade 3\">KWA Draftsman Grade 3<\/option><option value=\"KWA Operator\">KWA Operator<\/option><option value=\"KWA Plumber\">KWA Plumber<\/option><option value=\"KWA Meter Reader\">KWA Meter Reader<\/option><option value=\"ISRO Scientist (Electronics, Electrical, Mech, Civil)\">ISRO Scientist (Electronics, Electrical, Mech, Civil)<\/option><option value=\"ISRO Technician\">ISRO Technician<\/option><option value=\"VSSC Technical Assistant\">VSSC Technical Assistant<\/option><option value=\"GATE\">GATE<\/option><option value=\"NHPC JE\">NHPC JE<\/option><option value=\"CIL MT\">CIL MT<\/option><option value=\"CL MT\">CL MT<\/option><option value=\"IOCL Electrical Engineering\">IOCL Electrical Engineering<\/option><option value=\"AAI ATC\">AAI ATC<\/option><option value=\"Central Govt PSU\">Central Govt PSU<\/option><option value=\"RRB NTPC\">RRB NTPC<\/option><option value=\"RRB RPF\">RRB RPF<\/option><option value=\"RRB Group D\">RRB Group D<\/option><option value=\"RRB Section Controller\">RRB Section Controller<\/option><option value=\"SSC CPO\">SSC CPO<\/option><option value=\"SSC CGL\">SSC CGL<\/option><option value=\"SSC CHSL\">SSC CHSL<\/option><option value=\"SSC GD\">SSC GD<\/option><option value=\"SSC MTS\">SSC MTS<\/option><option value=\"SSC Stenographer\">SSC Stenographer<\/option><option value=\"Delhi Police Constable Executive\">Delhi Police Constable Executive<\/option><option value=\"Delhi Police Head Constable\">Delhi Police Head 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Though the General Studies papers take up a very broad curriculum, there is an optional subject that one can choose according to their interest and strength, and lately, Statistics has been a surprisingly popular one [&hellip;]<\/p>\n","protected":false},"author":113,"featured_media":25595989,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[802,885,886],"tags":[],"class_list":["post-25595981","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles","category-civil-services-exam","category-upsc-ias"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>UPSC Statistics Syllabus 2025: Download PDF Now!<\/title>\n<meta name=\"description\" content=\"Explore the UPSC Statistics Syllabus 2025 with key topics, preparation tips, and strategies to score 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