{"id":162969,"date":"2022-01-03T12:48:12","date_gmt":"2022-01-03T07:18:12","guid":{"rendered":"https:\/\/www.kopykitab.com\/blog\/?p=162969"},"modified":"2022-01-25T17:03:44","modified_gmt":"2022-01-25T11:33:44","slug":"gate-statistics-syllabus","status":"publish","type":"post","link":"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/","title":{"rendered":"GATE Statistics Syllabus 2022 and Exam Pattern | Books, Weightage"},"content":{"rendered":"\n<p>\u00a0<img class=\"alignnone size-full wp-image-163038\" src=\"https:\/\/www.kopykitab.com\/blog\/wp-content\/uploads\/2021\/12\/GATE-Statistics-Syllabus.jpg\" alt=\"GATE-Statistics-Syllabus\" width=\"1200\" height=\"675\" srcset=\"https:\/\/www.kopykitab.com\/blog\/wp-content\/uploads\/2021\/12\/GATE-Statistics-Syllabus.jpg 1200w, https:\/\/www.kopykitab.com\/blog\/wp-content\/uploads\/2021\/12\/GATE-Statistics-Syllabus-768x432.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p><strong>GATE Statistics Syllabus 2022:<\/strong> IIT Kharagpur is the conducting authority for GATE Exam 2022. To plan and prepare properly for the exam, you must have latest <a href=\"https:\/\/www.kopykitab.com\/blog\/gate-syllabus-and-exam-pattern\/\" target=\"_blank\" rel=\"noopener\">GATE Syllabus 2022<\/a>\u00a0and exam pattern.<\/p>\n<p>The syllabus includes all the major topics of the graduate level but does not include Engineering Mathematics as a topic. The most important Topic in the GATE Statistics Syllabus is Probability as it comprises almost 20% of the total weightage in the GATE Paper.<\/p>\n<p>To know more about the GATE Statistics Syllabus and Exam Pattern 2022, read the whole blog.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_47_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69ea41ba60562\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #000000;color:#000000\" 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: #000000;color:#000000\" 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><\/label><input  type=\"checkbox\" id=\"item-69ea41ba60562\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-visibility-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#gate-statistics-syllabus-2022\" title=\"GATE Statistics Syllabus 2022\">GATE Statistics Syllabus 2022<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#section-1-calculus\" title=\"Section 1: Calculus\">Section 1: Calculus<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#section-2-matrix-theory\" title=\"Section 2: Matrix Theory\">Section 2: Matrix Theory<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#section-3-probability\" title=\"Section 3: Probability\">Section 3: Probability<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#section-4-stochastic-processes\" title=\"Section 4: Stochastic Processes\u00a0\">Section 4: Stochastic Processes\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#section-5-estimation\" title=\"Section 5: Estimation\">Section 5: Estimation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#section-6-testing-of-hypotheses\" title=\"Section 6: Testing of Hypotheses\">Section 6: Testing of Hypotheses<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#section-7-non-parametric-statistics\" title=\"Section 7: Non-parametric Statistics\">Section 7: Non-parametric Statistics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#section-8-multivariate-analysis\" title=\"Section 8: Multivariate Analysis\">Section 8: Multivariate Analysis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#section-9-regression-analysis\" title=\"Section 9: Regression Analysis\">Section 9: Regression Analysis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#gate-statistics-syllabus-2022-on-general-aptitude\" title=\"GATE Statistics Syllabus 2022 On\u00a0General Aptitude\u00a0\">GATE Statistics Syllabus 2022 On\u00a0General Aptitude\u00a0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#gate-statistics-exam-pattern-2022\" title=\"GATE Statistics Exam Pattern\u00a02022\">GATE Statistics Exam Pattern\u00a02022<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#gate-ecology-and-evolution-marking-scheme-2022\" title=\"GATE Ecology and Evolution Marking Scheme 2022\">GATE Ecology and Evolution Marking Scheme 2022<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#topic-wise-weightage-for-gate-statistics-syllabus-2022\" title=\"Topic-wise Weightage For\u00a0GATE Statistics Syllabus 2022\">Topic-wise Weightage For\u00a0GATE Statistics Syllabus 2022<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#other-important-information-for-gate-statistics-2022\" title=\"Other Important Information for GATE Statistics 2022\">Other Important Information for GATE Statistics 2022<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#reference-books-based-on-latest-gate-statistics-syllabus-2022\" title=\"Reference Books Based On Latest GATE Statistics Syllabus 2022\">Reference Books Based On Latest GATE Statistics Syllabus 2022<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#faqs-on-gate-statistics-syllabus-and-exam-pattern-2022\" title=\"FAQs on GATE Statistics Syllabus and Exam Pattern 2022\">FAQs on GATE Statistics Syllabus and Exam Pattern 2022<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#how-many-main-topics-are-discussed-in-the-gate-st-syllabus-2022\" title=\"How many main topics are discussed in the GATE ST Syllabus 2022?\">How many main topics are discussed in the GATE ST Syllabus 2022?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#what-are-the-total-marks-for-gate-statistics-syllabus\" title=\"What are the total marks for GATE Statistics Syllabus?\">What are the total marks for GATE Statistics Syllabus?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#what-are-the-sub-topics-covered-under-the-%e2%80%9cnon-parametric-statistics%e2%80%9d-section-of-the-gate-syllabus-for-statistics\" title=\"What are the sub-topics covered under the \u201cNon-parametric Statistics\u201d section of the GATE Syllabus for Statistics?\">What are the sub-topics covered under the \u201cNon-parametric Statistics\u201d section of the GATE Syllabus for Statistics?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#do-i-need-to-prepare-for-the-engineering-mathematics-section-while-preparing-for-the-gate-statistics-syllabus-2022\" title=\"Do I need to prepare for the Engineering Mathematics section while preparing for the GATE Statistics syllabus 2022?\">Do I need to prepare for the Engineering Mathematics section while preparing for the GATE Statistics syllabus 2022?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#what-are-the-major-topics-that-i-need-to-cover-in-the-gate-statistics-syllabus-2022\" title=\"What are the major topics that I need to cover in the GATE Statistics syllabus 2022?\u00a0\">What are the major topics that I need to cover in the GATE Statistics syllabus 2022?\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#what-will-be-the-weightage-of-important-sections-in-gate-statistics-syllabus-2022\" title=\"What will be the weightage of important sections in GATE Statistics syllabus 2022?\u00a0\">What will be the weightage of important sections in GATE Statistics syllabus 2022?\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#which-is-the-most-important-topic-in-the-gate-statistics-syllabus-2022\" title=\"Which is the most important topic in the GATE Statistics Syllabus 2022?\">Which is the most important topic in the GATE Statistics Syllabus 2022?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#is-there-any-negative-marking-for-gate-numerical-answer-type-questions-in-gate-statistics-syllabus-2022\" title=\"Is there any negative marking for GATE numerical answer type questions in GATE Statistics Syllabus 2022?\">Is there any negative marking for GATE numerical answer type questions in GATE Statistics Syllabus 2022?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#what-is-the-negative-marking-for-a-wrong-answer-for-the-1-mark-question-in-gate-2022\" title=\"What is the negative marking for a wrong answer for the 1-mark question in GATE 2022?\">What is the negative marking for a wrong answer for the 1-mark question in GATE 2022?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#what-is-the-subject-code-for-gate-statistics\" title=\"What is the subject code for GATE Statistics?\">What is the subject code for GATE Statistics?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/#what-are-the-sub-topics-included-in-the-matrix-theory-of-the-gate-statistics-syllabus-2022\" title=\"What are the sub-topics included in the Matrix Theory of the GATE Statistics Syllabus 2022?\">What are the sub-topics included in the Matrix Theory of the GATE Statistics Syllabus 2022?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"gate-statistics-syllabus-2022\"><\/span>GATE Statistics Syllabus 2022<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong><a href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics\/\" target=\"_blank\" rel=\"noopener\">GATE Statistics<\/a><\/strong> Syllabus 2022 consists of 9 different sections, Calculus, Matrix Theory, Probability, Stochastic process, Estimation, Testing of hypothesis, Nonparametric Statistics, Multivariate Analysis and Regression Analysis.<\/p>\n<p>Candidates with Statistics (ST) as their first paper can only opt one paper from either Mathematics (MA) or Physics (PH) as their second paper. However, it is not mandatory that you have to appear for 2 papers.<\/p>\n<p>Here you can check detailed GATE Statistics Syllabus 2022.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"section-1-calculus\"><\/span>Section 1: Calculus<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Finite, countable and uncountable sets; Real number system as a complete ordered field, Archimedean property; Sequences of real numbers, convergence of sequences, bounded sequences, monotonic sequences<\/li>\n<li>Cauchy criterion for convergence; Series of real numbers, convergence, tests of convergence, alternating series, absolute and conditional convergence; Power series and radius of convergence; Functions of a real variable<\/li>\n<li>Limit, continuity, monotone functions, uniform continuity, differentiability, Rolle\u2019s theorem, mean value theorems, Taylor\u2019s theorem, L\u2019 Hospital rules, maxima and minima, Riemann integration and its properties, improper integrals; Functions of several real variables: Limit, continuity, partial derivatives, directional derivatives, gradient, Taylor\u2019s theorem, total derivative, maxima and minima, saddle point, method of Lagrange multipliers, double and triple integrals and their applications.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"section-2-matrix-theory\"><\/span>Section 2: Matrix Theory<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Subspaces of Rnn and Cnn, span, linear independence, basis and dimension, row space and column space of a matrix, rank and nullity, row reduced echelon form, trace and determinant, inverse of a matrix, systems of linear equations; Inner products in Rnn and Cnn, Gram-Schmidt orthonormalization<\/li>\n<li>Eigenvalues and eigenvectors, characteristic polynomial, Cayley-Hamilton theorem, symmetric, skew-symmetric, Hermitian, skew-Hermitian, orthogonal, unitary matrices and their eigenvalues, change of basis matrix, equivalence and similarity, diagonalizability, positive definite and positive semi-definite matrices and their properties, quadratic forms, singular value decomposition.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"section-3-probability\"><\/span>Section 3: Probability<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Axiomatic definition of probability, properties of probability function, conditional probability, Bayes\u2019 theorem, independence of events; Random variables and their distributions, distribution function, probability mass function, probability density function and their properties, expectation, moments and moment generating function, quantiles, distribution of functions of a random variable, Chebyshev, Markov and Jensen inequalities.<\/li>\n<li>Standard discrete and continuous univariate distributions: Bernoulli, binomial, geometric, negative binomial, hypergeometric, discrete uniform, Poisson, continuous uniform, exponential, gamma, beta, Weibull, normal.<\/li>\n<li>Jointly distributed random variables and their distribution functions, probability mass function, probability density function and their properties, marginal and conditional distributions, conditional expectation and moments, product moments, simple correlation coefficient, joint moment generating function, independence of random variables, functions of random vector and their distributions, distributions of order statistics, joint and marginal distributions of order statistics; multinomial distribution, bivariate normal distribution, sampling distributions: central, chi-square, central t, and central F distributions.<\/li>\n<li>Convergence in distribution, convergence in probability, convergence almost surely, convergence in r-th mean and their inter-relations, Slutsky\u2019s lemma, Borel-Cantelli lemma; weak and strong laws of large numbers; central limit theorem for i.i.d. random variables, delta method.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"section-4-stochastic-processes\"><\/span>Section 4: Stochastic Processes\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Markov chains with finite and countable state space, classification of states, limiting behaviour of n-step transition probabilities, stationary distribution, Poisson process, birth-and-death process, pure-birth process, pure-death process, Brownian motion and its basic properties.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"section-5-estimation\"><\/span>Section 5: Estimation<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Sufficiency, minimal sufficiency, factorization theorem, completeness, completeness of exponential families, ancillary statistic, Basu\u2019s theorem and its applications, unbiased estimation, uniformly minimum variance unbiased estimation, Rao-Blackwell theorem, Lehmann-Scheffe theorem<\/li>\n<li>Cramer-Rao inequality, consistent estimators, method of moments estimators, method of maximum likelihood estimators and their properties; Interval estimation: pivotal quantities and confidence intervals based on them, coverage probability.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"section-6-testing-of-hypotheses\"><\/span>Section 6: Testing of Hypotheses<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Neyman-Pearson lemma, most powerful tests, monotone likelihood ratio (MLR) property, uniformly most powerful tests, uniformly most powerful tests for families having MLR property, uniformly most powerful unbiased tests, uniformly most powerful unbiased tests for exponential families, likelihood ratio tests, large sample tests.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"section-7-non-parametric-statistics\"><\/span>Section 7: Non-parametric Statistics<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Empirical distribution function and its properties, goodness of fit tests, chi-square test, Kolmogorov-Smirnov test, sign test, Wilcoxon signed rank test, Mann-Whitney U-test, rank correlation coefficients of Spearman and Kendall.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"section-8-multivariate-analysis\"><\/span>Section 8: Multivariate Analysis<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Multivariate normal distribution: properties, conditional and marginal distributions, maximum likelihood estimation of mean vector and dispersion matrix, Hotelling\u2019s T2 test, Wishart distribution and its basic properties, multiple and partial correlation coefficients and their basic properties.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"section-9-regression-analysis\"><\/span>Section 9: Regression Analysis<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Simple and multiple linear regression, R2 and adjusted R2 and their applications, distributions of quadratic forms of random vectors: Fisher-Cochran theorem, Gauss-Markov theorem, tests for regression coefficients, confidence intervals.<\/li>\n<\/ul>\n<p><strong><a href=\"https:\/\/gate.iitkgp.ac.in\/documents\/gatesyllabus\/st_2022.pdf\" target=\"_blank\" rel=\"noopener\">Download GATE Statistics Syllabus 2022 PDF<\/a><\/strong><\/p>\n<h3><span class=\"ez-toc-section\" id=\"gate-statistics-syllabus-2022-on-general-aptitude\"><\/span><strong>GATE Statistics Syllabus 2022 On\u00a0<\/strong>General Aptitude\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table style=\"width: 100%;\" border=\"1\" cellspacing=\"0\">\n<tbody>\n<tr>\n<td style=\"width: 97.5417px;\"><strong>Subject<\/strong><\/td>\n<td style=\"width: 495.458px;\"><strong>GATE Statistics Syllabus 2022<\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 97.5417px;\"><strong>Verbal Aptitude<\/strong><\/td>\n<td style=\"width: 495.458px;\">English grammar \u2013 articles, verb-noun agreement, tenses, adjectives, conjunctions, prepositions, other parts of speech etc.; vocabulary \u2013 words, phrases, idioms; comprehension &amp; reading; narrative sequencing.<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 97.5417px;\"><strong>Analytical Aptitude<\/strong><\/td>\n<td style=\"width: 495.458px;\">Logic \u2013 Induction &amp; Deduction; analogy; number relations &amp; reasoning.<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 97.5417px;\"><strong>Spatial Aptitude<\/strong><\/td>\n<td style=\"width: 495.458px;\">Shape transformation \u2013 mirroring, rotation, translation, grouping, assembling, and scaling; Paper cutting, folding &amp; 2-D and 3-D patterns.<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 97.5417px;\"><strong>Numerical Aptitude<\/strong><\/td>\n<td style=\"width: 495.458px;\">Elementary statistics &amp; probability; geometry; data and graphs (bar graph, histogram, pie chart, and other data graphs), 2- and 3- dimensional plots, maps, and tables; mensuration; numerical computation &amp; estimation \u2013 powers, exponents, percentages, permutations &amp; combinations, ratios, logarithms, etc.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li><strong><a href=\"https:\/\/gate.iitkgp.ac.in\/documents\/gatesyllabus\/ga_2022.pdf\" target=\"_blank\" rel=\"noopener\">Download GATE Statistics Syllabus 2022 On General Aptitude<\/a><\/strong><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"gate-statistics-exam-pattern-2022\"><\/span><strong>GATE Statistics Exam Pattern\u00a0<\/strong><strong>2022<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Here you can check GATE Statistics Exam Pattern 2022.<\/p>\n<table class=\"table table-striped style_table\" style=\"width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 153.556px;\">Examination Mode<\/td>\n<td style=\"width: 451.111px;\">Computer Based Test (CBT)<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 153.556px;\">Duration<\/td>\n<td style=\"width: 451.111px;\">3 Hours (180 Minutes)<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 153.556px;\">Sectional Time Limit<\/td>\n<td style=\"width: 451.111px;\">None<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 153.556px;\">Total Marks<\/td>\n<td style=\"width: 451.111px;\">100<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 153.556px;\">Total Number of questions<\/td>\n<td style=\"width: 451.111px;\">65<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 153.556px;\">Number of Subjects (Papers)<\/td>\n<td style=\"width: 451.111px;\">27<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 153.556px;\">Number of Sections*<\/td>\n<td style=\"width: 451.111px;\">2-3 (General Aptitude and Core Discipline or General Aptitude, Engineering Mathematics* and Core Discipline)<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 153.556px;\">Type of Questions<\/td>\n<td style=\"width: 451.111px;\">Multiple Choice Questions (MCQ);<br \/>Multiple Select Questions (MSQ);<br \/>Numerical Answer Type (NAT) Questions<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 153.556px;\">Total Number of Questions<\/td>\n<td style=\"width: 451.111px;\">65 Questions<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 153.556px;\">Total Marks<\/td>\n<td style=\"width: 451.111px;\">100 Marks<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 153.556px;\">Marking Scheme<\/td>\n<td style=\"width: 451.111px;\">1 or 2 marks for each correct answer<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 153.556px;\">Negative Marking<\/td>\n<td style=\"width: 451.111px;\">For 1 mark MCQ, 1\/3 mark will be deducted for a wrong answer;<br \/>For 2-mark MCQ, 2\/3 mark will be deducted for a wrong answer;<br \/>No negative marking for MSQs and NATs<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"gate-ecology-and-evolution-marking-scheme-2022\"><\/span>GATE Ecology and Evolution Marking Scheme 2022<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div>\n<table style=\"width: 100%;\">\n<tbody>\n<tr>\n<th style=\"width: 130.25px;\">Type of question<\/th>\n<th style=\"width: 275.167px;\">Negative marking for wrong answer<\/th>\n<th style=\"width: 188.472px;\">Marking for correct answer<\/th>\n<\/tr>\n<tr>\n<td style=\"width: 130.25px;\">MCQs<\/td>\n<td style=\"width: 275.167px;\">\n<ul>\n<li>\u2153 for 1 mark questions.<\/li>\n<li>\u2154 for 2 marks questions.<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 188.472px;\">1 or 2 marks<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 130.25px;\">NATs<\/td>\n<td style=\"width: 275.167px;\">No negative marking\u00a0<\/td>\n<td style=\"width: 188.472px;\">1 or 2 marks<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"topic-wise-weightage-for-gate-statistics-syllabus-2022\"><\/span>Topic-wise Weightage For\u00a0GATE Statistics Syllabus 2022<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Here you can check Topic-wise Weightage For GATE Statistics Syllabus 2022.<\/p>\n<table style=\"width: 100%; height: 520px;\">\n<tbody>\n<tr style=\"height: 52px;\">\n<th style=\"width: 155.569px; height: 52px;\">Important Topics<\/th>\n<th style=\"width: 339.097px; height: 52px;\">Weightage in terms of Question asked<\/th>\n<\/tr>\n<tr style=\"height: 52px;\">\n<td style=\"width: 155.569px; height: 52px;\">Calculus<\/td>\n<td style=\"width: 339.097px; height: 52px;\">15<\/td>\n<\/tr>\n<tr style=\"height: 52px;\">\n<td style=\"width: 155.569px; height: 52px;\">Probability<\/td>\n<td style=\"width: 339.097px; height: 52px;\">20<\/td>\n<\/tr>\n<tr style=\"height: 52px;\">\n<td style=\"width: 155.569px; height: 52px;\">Multivariate Analysis<\/td>\n<td style=\"width: 339.097px; height: 52px;\">10<\/td>\n<\/tr>\n<tr style=\"height: 52px;\">\n<td style=\"width: 155.569px; height: 52px;\">Linear Equations<\/td>\n<td style=\"width: 339.097px; height: 52px;\">15<\/td>\n<\/tr>\n<tr style=\"height: 52px;\">\n<td style=\"width: 155.569px; height: 52px;\">Matrix Theory\u00a0<\/td>\n<td style=\"width: 339.097px; height: 52px;\">8<\/td>\n<\/tr>\n<tr style=\"height: 52px;\">\n<td style=\"width: 155.569px; height: 52px;\">Estimation\u00a0<\/td>\n<td style=\"width: 339.097px; height: 52px;\">8<\/td>\n<\/tr>\n<tr style=\"height: 52px;\">\n<td style=\"width: 155.569px; height: 52px;\">Stochastic process<\/td>\n<td style=\"width: 339.097px; height: 52px;\">8<\/td>\n<\/tr>\n<tr style=\"height: 52px;\">\n<td style=\"width: 155.569px; height: 52px;\">Testing of Hypotheses<\/td>\n<td style=\"width: 339.097px; height: 52px;\">8<\/td>\n<\/tr>\n<tr style=\"height: 52px;\">\n<td style=\"width: 155.569px; height: 52px;\">Regression Analysis<\/td>\n<td style=\"width: 339.097px; height: 52px;\">8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"other-important-information-for-gate-statistics-2022\"><\/span>Other Important Information for GATE Statistics 2022<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Click on the link to access other information &amp; study materials related to the GATE Statistics 2022.<\/p>\n<table border=\"1\">\n<tbody>\n<tr style=\"height: 18px;\">\n<td style=\"height: 18px;\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;GATE Statistics Books&quot;}\" data-sheets-formula=\"=HYPERLINK(R[0]C[-1],R[0]C[-2])\" data-sheets-hyperlink=\"https:\/\/www.kopykitab.com\/blog\/best-gate-statistics-books\/\">\n<div>\n<div><strong><a href=\"https:\/\/www.kopykitab.com\/blog\/best-gate-statistics-books\/\" target=\"_blank\" rel=\"noopener\">GATE Statistics Books<\/a><\/strong><\/div>\n<\/div>\n<\/td>\n<\/tr>\n<tr style=\"height: 18px;\">\n<td style=\"height: 18px;\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;GATE Statistics Previous Year Question Papers&quot;}\" data-sheets-formula=\"=HYPERLINK(R[0]C[-1],R[0]C[-2])\" data-sheets-hyperlink=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-previous-year-question-papers\/\">\n<div>\n<div><strong><a href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-previous-year-question-papers\/\" target=\"_blank\" rel=\"noopener\">GATE Statistics Previous Year Question Papers<\/a><\/strong><\/div>\n<\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 dir=\"ltr\"><span class=\"ez-toc-section\" id=\"reference-books-based-on-latest-gate-statistics-syllabus-2022\"><\/span>Reference Books Based On Latest GATE Statistics Syllabus 2022<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>You must select the correct books to study for GATE 2022 preparation. You can check the list of referred books for Statistics. By referring to these books, you can boost your preparation process.<\/p>\n<table style=\"width: 100%;\" border=\"1\" cellspacing=\"0\">\n<tbody>\n<tr>\n<td style=\"width: 333.639px;\"><strong>Name of Books<\/strong><\/td>\n<td style=\"width: 280.361px;\"><strong>Author\/Publication<\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 333.639px;\">Programmed Statistics<\/td>\n<td style=\"width: 280.361px;\">B. L. Agarwal<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 333.639px;\">Fundamentals of Statistics<\/td>\n<td style=\"width: 280.361px;\">S. C. Gupta<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 333.639px;\">Using Multivariate Statistics<\/td>\n<td style=\"width: 280.361px;\">Barbara G. Tabachnick &amp; Linda S. Fidell<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 333.639px;\">Mathematical Statistics<\/td>\n<td style=\"width: 280.361px;\">J. N. Kapur &amp; S. C. Saxena (S. Chand Publications)<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 333.639px;\">Thomas\u2019 Calculus<\/td>\n<td style=\"width: 280.361px;\">George B. Thomas, Joel Hass, and Christopher Heil<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 333.639px;\">Probability \u2013 Random Variables and Stochastic Processes<\/td>\n<td style=\"width: 280.361px;\">Athanasios Papoulis<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 333.639px;\">Miller &amp; Freund\u2019s Probability and Statistics for Engineers<\/td>\n<td style=\"width: 280.361px;\">Richard A. Johnson, Irwin Miller &amp; John Freunds<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 333.639px;\">An Introduction to Numerical Methods and Analysis<\/td>\n<td style=\"width: 280.361px;\">James F. Epperson<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 333.639px;\">Comprehensive English Grammar &amp; Composition<\/td>\n<td style=\"width: 280.361px;\">S. C. Gupta<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 333.639px;\">Quantitative Aptitude Numerical Ability<\/td>\n<td style=\"width: 280.361px;\">Kiran\u2019s Publications<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 333.639px;\">A Modern Approach to Logical Reasoning<\/td>\n<td style=\"width: 280.361px;\">R. S. Aggarwal<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 333.639px;\">A New Approach to Reasoning: Verbal, Non-Verbal, Analytical<\/td>\n<td style=\"width: 280.361px;\">Arihant Publications<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div dir=\"ltr\">\n<div>Now you have a detailed guide on GATE Statistics Syllabus and Exam Pattern 2022. To know more about the <a href=\"https:\/\/gate.iitkgp.ac.in\/\" target=\"_blank\" rel=\"noopener\">GATE<\/a> Statistics 2022 Exam, ask in the comment section.<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"faqs-on-gate-statistics-syllabus-and-exam-pattern-2022\"><\/span>FAQs on GATE Statistics Syllabus and Exam Pattern 2022<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Here you can check FAQs on GATE Statistics Syllabus and Exam Pattern 2022.<\/p>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1641193633724\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"how-many-main-topics-are-discussed-in-the-gate-st-syllabus-2022\"><\/span>How many main topics are discussed in the GATE ST Syllabus 2022?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The GATE ST Syllabus 2022 constitutes nine main sections. They are Calculus, Matrix Theory, Probability, Stochastic Processes, Estimation, Testing of Hypotheses, Non-Parametric Statistics, Multivariate Analysis and Regression Analysis.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1641193643027\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"what-are-the-total-marks-for-gate-statistics-syllabus\"><\/span>What are the total marks for GATE Statistics Syllabus?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The GATE statistics amount to 100 marks, 10 Marks from the General Aptitude section and 85 Marks from the subject section.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1641193738282\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"what-are-the-sub-topics-covered-under-the-%e2%80%9cnon-parametric-statistics%e2%80%9d-section-of-the-gate-syllabus-for-statistics\"><\/span>What are the sub-topics covered under the \u201cNon-parametric Statistics\u201d section of the GATE Syllabus for Statistics?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The topics covered under the \u201cNon-parametric Statistics\u201d section of the syllabus are Empirical distribution function and its properties, goodness of fit tests, chi-square test, Kolmogorov-Smirnov test, sign test, Wilcoxon signed rank test, Mann-Whitney U-test, rank correlation coefficients of Spearman and Kendall.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1641193846383\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"do-i-need-to-prepare-for-the-engineering-mathematics-section-while-preparing-for-the-gate-statistics-syllabus-2022\"><\/span><strong>Do I need to prepare for the Engineering Mathematics section while preparing for the GATE Statistics syllabus 2022?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>No. There is no need to prepare for the Engineering Mathematics section if you are preparing for the GATE Statistics syllabus 2022 because engineering mathematics is not part of the Statistics syllabus.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1641194123122\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"what-are-the-major-topics-that-i-need-to-cover-in-the-gate-statistics-syllabus-2022\"><\/span><strong>What are the major topics that I need to cover in the GATE Statistics syllabus 2022?\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The major topics that you need to cover in GATE Statistics syllabus are mentioned below:<br \/>General Aptitude<br \/>Calculus<br \/>Linear Algebra<br \/>Probability<br \/>Stochastic Processes<br \/>Inference<br \/>Regression Analysis<br \/>Multivariate Analysis<br \/>Design of Experiments\u00a0<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1641194138166\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"what-will-be-the-weightage-of-important-sections-in-gate-statistics-syllabus-2022\"><\/span><strong>What will be the weightage of important sections in GATE Statistics syllabus 2022?\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The weightage of section is mentioned below:<br \/>General Aptitude \u2013 15%<br \/>Statistics Syllabus (All Topics) \u2013 85%<br \/>This means out of 65 questions 10 questions will be asked from General aptitude and remaining 55 questions from core subject syllabus.\u00a0<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1641194157486\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"which-is-the-most-important-topic-in-the-gate-statistics-syllabus-2022\"><\/span><strong>Which is the most important topic in the GATE Statistics Syllabus 2022?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The most important Topic in the GATE Statistics Syllabus is Probability as it comprises almost 20% of the total weightage. Calculus is the next important topic with 15% weightage.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1641194196510\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"is-there-any-negative-marking-for-gate-numerical-answer-type-questions-in-gate-statistics-syllabus-2022\"><\/span><strong>Is there any negative marking for GATE numerical answer type questions in GATE Statistics Syllabus 2022?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>No, there is no negative marking for numerical answer type questions asked in GATE Statistics Syllabus.MCQs do have negative marking as \u2153 for each 1 Marks question and \u2154 for each wrong 3 marks question.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1641194211139\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"what-is-the-negative-marking-for-a-wrong-answer-for-the-1-mark-question-in-gate-2022\"><\/span><strong>What is the negative marking for a wrong answer for the 1-mark question in GATE 2022?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>A candidate will lose \u2153 marks for every wrong answer to the 1-mark question in GATE 2022.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1641194240663\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"what-is-the-subject-code-for-gate-statistics\"><\/span><strong>What is the subject code for GATE Statistics?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The paper code for GATE Statistics is ST.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1641194263216\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"what-are-the-sub-topics-included-in-the-matrix-theory-of-the-gate-statistics-syllabus-2022\"><\/span><strong>What are the sub-topics included in the Matrix Theory of the GATE Statistics Syllabus 2022?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The sub-topics included in the Matrix Theory of the GATE Statistics Syllabus 2022 are:<br \/>Subspaces of Rnn and Cnn, span, linear independence, basis and dimension, row space and column space of a matrix, rank and nullity, row reduced echelon form, trace and determinant, inverse of a matrix, systems of linear equations; Inner products in Rnn and Cnn, Gram-Schmidt orthonormalization<br \/>Eigenvalues and eigenvectors, characteristic polynomial, Cayley-Hamilton theorem, symmetric, skew-symmetric, Hermitian, skew-Hermitian, orthogonal, unitary matrices and their eigenvalues, change of basis matrix, equivalence and similarity, diagonalizability, positive definite and positive semi-definite matrices and their properties, quadratic forms, singular value decomposition.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u00a0 GATE Statistics Syllabus 2022: IIT Kharagpur is the conducting authority for GATE Exam 2022. To plan and prepare properly for the exam, you must have latest GATE Syllabus 2022\u00a0and exam pattern. The syllabus includes all the major topics of the graduate level but does not include Engineering Mathematics as a topic. The most important &#8230; <a title=\"GATE Statistics Syllabus 2022 and Exam Pattern | Books, Weightage\" class=\"read-more\" href=\"https:\/\/www.kopykitab.com\/blog\/gate-statistics-syllabus\/\" aria-label=\"More on GATE Statistics Syllabus 2022 and Exam Pattern | Books, Weightage\">Read more<\/a><\/p>\n","protected":false},"author":227,"featured_media":163038,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":""},"categories":[78117],"tags":[3031,78136],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.kopykitab.com\/blog\/wp-json\/wp\/v2\/posts\/162969"}],"collection":[{"href":"https:\/\/www.kopykitab.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kopykitab.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kopykitab.com\/blog\/wp-json\/wp\/v2\/users\/227"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kopykitab.com\/blog\/wp-json\/wp\/v2\/comments?post=162969"}],"version-history":[{"count":5,"href":"https:\/\/www.kopykitab.com\/blog\/wp-json\/wp\/v2\/posts\/162969\/revisions"}],"predecessor-version":[{"id":164101,"href":"https:\/\/www.kopykitab.com\/blog\/wp-json\/wp\/v2\/posts\/162969\/revisions\/164101"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kopykitab.com\/blog\/wp-json\/wp\/v2\/media\/163038"}],"wp:attachment":[{"href":"https:\/\/www.kopykitab.com\/blog\/wp-json\/wp\/v2\/media?parent=162969"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kopykitab.com\/blog\/wp-json\/wp\/v2\/categories?post=162969"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kopykitab.com\/blog\/wp-json\/wp\/v2\/tags?post=162969"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}