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GATE 2024 Statistics Syllabus - Dwonload Syllabus PDF

GATE 2024 Statistics Syllabus - Dwonload Syllabus PDF

Edited By Team Careers360 | Updated on Aug 24, 2023 05:11 PM IST | #GATE

GATE 2024 Statistics Syllabus: The very first step of starting your preparation is knowing the syllabus of GATE 2024 Statistics. IISc Bangalore has released the GATE Statistics syllabus 2024 at gate.iisc.ac.in. Candidates preparing for the GATE exam will be able to download the syllabus of GATE Statistics 2024 from the official website. GATE 2024 Statistics syllabus will consist of the topics that will be asked in GATE 2024. The GATE Statistics 2024 question paper will be designed based on the topics mentioned in the syllabus. Candidates can check the Statistics syllabus of GATE 2024 from this page.
Also check: GATE statistics syllabus pdf

Without knowing the GATE syllabus candidates can not begin with their preparation of the exam. Hence, it is very important to start the preparation with giving a read to the GATE Statistics syllabus 2024. Apart from knowing the syllabus, candidates should also know the GATE 2024 exam pattern as it will help you to know the paper pattern. Read the complete article to know more about GATE syllabus for statistics.

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GATE 2024 Statistics Syllabus

Candidates who will be appearing for the upcoming test can check the GATE Statistics syllabus below to know what topics to cover for the preparation. IISC Bangalore has released the GATE syllabus for statistics.

GATE Statistics Syllabus 2024

Topics

Sub Topics

Calculus

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, 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: Limit, continuity, monotone functions, uniform continuity, differentiability, Rolle’s theorem, mean value theorems, Taylor’s theorem, L’ 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’s theorem, total derivative, maxima and minima, saddle point, method of Lagrange multipliers, double and triple integrals and their applications.

Matrix Theory

Subspaces of 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 and, Gram-Schmidt orthonormalization, 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.


Probability

Axiomatic definition of probability, properties of probability function, conditional probability, Bayes’ 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.

Standard discrete and continuous univariate distributions

Bernoulli, binomial, geometric, negative binomial, hypergeometric, discrete uniform, Poisson, continuous uniform, exponential, gamma, beta, Weibull, normal.

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.

Convergence in distribution, convergence in probability, convergence almost surely, convergence in r-th mean and their inter-relations, Slutsky’s lemma, Borel-Cantelli lemma, Weak and strong laws of large numbers; central limit theorem for i.i.d. random variables, delta method.

Stochastic Processes

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.

Estimation

Sufficiency, minimal sufficiency, factorization theorem, completeness, completeness of exponential families, ancillary statistic, Basu’s theorem and its applications, unbiased estimation, uniformly minimum variance unbiased estimation, Rao-Blackwell theorem, Lehmann-Scheffe theorem, 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.

Testing of Hypotheses

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.

Non-parametric Statistics

Empirical distribution function and its properties, goodness of fit tests, chisquare test, Kolmogorov-Smirnov test, sign test, Wilcoxon signed rank test, Mann-Whitney U-test, rank correlation coefficients of Spearman and Kendall.

Multivariate Analysis

Multivariate normal distribution: properties, conditional and marginal distributions, maximum likelihood estimation of mean vector and dispersion matrix, Hotelling’s T2 test, Wishart distribution and its basic properties, multiple and partial correlation coefficients and their basic properties.

Regression Analysis

Simple and multiple linear regression, R2 and adjusted R2 and their applications, distributions of quadratic forms of random vectors: Fisher-Cochran theorem, GaussMarkov theorem, tests for regression coefficients, confidence intervals.

Best Books for GATE 2024 Statistics

After knowing the gate statistics syllabus pdf, the next step in your preparation plan should be knowing the GATE Statistics best books 2024. To prepare for the exam in a better way, these best books for GATE Statistics 2024 will act as a supporting hand. GATE 2024 Statistics best books will have the topics in detailed manner and will clear your doubts as well.

Book Name

Author Name

The Foundations of Statistics

Leonard J. Savage

Probability and Statistics

Murray R Spiegel, John J Schiller, and R Alu Srinivasan

Miller and Freund’s Probability and Statistics For Engineers

Pearson

GATE Statistics Practice Question Bank with Topic wise

Rajendra Dubey and Dr. Puneet Pasricha

Matrix Theory

Joel Nick Franklin

GATE 2024 Statistics Syllabus with Topic Wise Weightage

Just having an idea about the GATE statistics syllabus 2024 will not help you score good marks in the exam. So, it will be an added advantage for the candidates to know the topic wise weightage of GATE 2024 Statistics. Knowing the high weightage topics of GATE Statistics will let the candidates understand which topics need your focus and which topics can be missed or can be paid less attention.

The weightage wise topics list of GATE statistics syllabus pdf is solely based on the previous year GATE exam analysis and mentioned below.

GATE Statistics Syllabus Weightage 2024

Topics

Weightage

Probability

20%

Calculus

15%

Multivariate Analysis

10%

Matrix Theory

8%

Stochastic Processes

8%

Estimation

8%

Testing of Hypotheses

8%

Regression Analysis

8%

GATE Statistics Syllabus 2024 Important Topics

There are a few topics that hold more weightage as compared to other topics. So, here we have given the list of important topics of the GATE Statistics 2024 syllabus. The GATE Statistics syllabus important topics 2024 will have more questions in the exam. Check the list of GATE Statistics syllabus 2024 important topics here.

S.No.

Calculus

1.

Probability

2.

Regression Analysis

3.

Linear Equations

4.

Estimation

GATE 2024 Statistics Sample Paper

Solving the sample of GATE Statistics 2024 play an important role in one’s preparation. As practicing the GATE Statistics sample paper 2024 will boost you confidence and give an idea about the expected questions that might be asked in the actual exam. Candidates can also solve previous year question paper of GATE Statistics as sample papers. You can get the GATE previous year Statistics question paper from the official website of GATE.

GATE 2024 Statistics Mock Test

IISc Bangalore will release the GATE Statistics mock test 2024 on the official website gate.iisc.ac.in Candidates will be able to attempt the mock test of GATE Statistics 2024 using their login credentials. As the GATE 2024 Statistics mock test will be an exact replica of the question paper candidates will get familiar with the paper pattern. The mock test of GATE Statistics 2024 will be available for free to the candidates.

GATE Statistics 2024 Cutoff

Candidates who will be appearing for the exam can check GATE previous year's Cutoff from this page to know the expected cutoff. Knowing the cutoff of GATE Statistics 2024 will help students to have a rough idea of the marks that will be required by them to clear the exam.

GATE Subject

Qualifying Marks

Qualifying Score

ST

GEN

EWS/OBC

SC/ST/PwD

GEN

EWS/OBC

SC/ST/PwD

25

22.5

16.6

350

268

57

Frequently Asked Question (FAQs)

1. What is the syllabus for GATE Statistics 2024?

IISc Bangalore has released the official GATE 2024 syllabus at its official website, however students can check the syllabus on this page.

2. When a student should start preparing for GATE 2024?

Start your preparation the moment you decide to get admission in an IIT or get a job at any PSU. As this exam is a gateway for your choices. So, start your preparation as early as possible.

3. Who will be conducting GATE 2024?

Every year GATE is conducted by any of the IIT or IISc, and this year it will be conducted by IISc Bangalore.

4. When will the authorities release the GATE Statistics 2024 mock test?

IISc Bangalore will release the mock test of GATE 2024 for Statistics at the official website.

5. When is GATE 2024?

GATE 2024 is scheduled to be held for February 3, 4, 10 and 11.

6. Is GATE 2024 branch-wise dates out?

No, IISC Bangalore has not announced the GATE branch-wise dates 2024.

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Questions related to GATE

Have a question related to GATE ?

Hello Student,

You will have tough chances through JOSAA counselling, yet there are chances through  West Bengal State Counselling

Hello Rajendra,

As you have scored 353 in Gate 2024, this signifies that you had done a great hard work for this entrance, and thus qualified GATE 24' successfully. But, getting into top NITs for pursuing your M.Tech in Computer Science with this score finds difficult for general candidates. Though, I would suggest you to wait till Round 4 of the counselling for NIT(Patna) for M.Tech in Data Science

Though, you can find your chances of getting a good college across India like IIITs, NSUT, etc for your master's degree in CS and other related branches like Artificial Intelligence & Data Science, by clicking on the link down below:

https://engineering.careers360.com/gate-college-predictor?utm_source=qna&utm_medium=ini-gate_cp

Hope this helps!

Hi,

With your BTech degree percentage of 84 and a GATE score of 301, along with your SC category, you have a chance to secure admission in MTech programs at some IITs, but it may not be assured in the top-ranking ones due to intense competition.

However, admissions also depend on various factors such as the number of seats available, the specific department and program you're applying to, and the preferences of the particular IIT you're interested in. Some IITs may consider your application favorably based on your category and GATE score.

Considering your GATE score of 301 and SC category, here are a few IITs and MTech courses where you might have a chance of admission:

  1. IIT Delhi:

    • MTech in Electrical Engineering
    • MTech in Mechanical Engineering
    • MTech in Civil Engineering

  2. IIT Bombay:

    • MTech in Computer Science and Engineering
    • MTech in Electrical Engineering

  3. IIT Madras:

    • MTech in Aerospace Engineering
    • MTech in Chemical Engineering
    • MTech in Biotechnology

  4. IIT Kanpur:

    • MTech in Aerospace Engineering
    • MTech in Materials Science and Engineering

It's advisable to check the respective IITs' official websites for detailed information on MTech admissions, including eligibility criteria, seat matrix, and admission procedure.

Consider using the GATE College Predictor tool provided below to get more specific information.

GATE College Predictor

https://engineering.careers360.com/gate-college-predictor?utm_source=qna&utm_medium=ini-gate_cp


Regarding SSC JE (Staff Selection Commission Junior Engineer) and SSC CGL (Combined Graduate Level) examinations:

SSC JE is conducted for recruitment to the posts of Junior Engineers in various government departments, whereas SSC CGL is conducted for recruitment to Group B and C posts in various ministries, departments, and organizations of the Government of India.

For both examinations, eligibility criteria vary depending on the specific posts and departments. Generally, a bachelor's degree in engineering is required for SSC JE, while for SSC CGL, a bachelor's degree in any discipline from a recognized university is required.

As an SC candidate, you may have certain relaxations in terms of age limits and qualifying marks in these examinations.

For detailed information on eligibility criteria, exam pattern, syllabus, and application procedures, you should refer to the official websites of SSC (Staff Selection Commission).


Thank You

Hello Aspirant,

Yes, you can definitely cope up both the arenas if you keep in mind that time management and consistency are the key. Afterall, this is the very way to success.

Being a final year B.Tech student, balancing your MERN stack coaching along with GATE 2025 Preparations can be challenging in real, but I want to share some tips to help you manage both:

  1. Create a realistic schedule where you must prioritize your Gate Preparations since it's a crucial exam. Set aside specific 1 hour for MERN stack coaching as you have decided yourself.
  2. TIME  BLOCKING : Divide your day into blocks for different activities (coaching, Gate, self study, breaks). Don't do Multitasking in between coaching and Gate Topics within the same hour.
  3. Utilize your weekends , here you can revise your MERN stack concepts and some part of the time for intensive Gate preparation.
  4. Solve GATE-related problems regularly .
  5. GATE MOCK TESTS : This is important for your self assessment. Analyze your results in it.
  6. Stay Healthy

For more informations on Gate 2025, click the link down below:

https://engineering.careers360.com/articles/gate-online-coaching

Best of luck with your Mern stack coaching and Gate 2025 preparations.



Hello Aspirant,

There are many colleges to pursue your master's in Naval Architecture and Ocean Engineering. Some of the top colleges are:

  1. Indian Institute of Technology, Delhi
  2. Indian Institute of Technology, Kharagpur
  3. Indian Institute of Technology, Madras

For more information on the brochure and admission process of every college offering this course in India, click on the link below:

https://engineering.careers360.com/colleges/list-of-naval-architecture-and-ocean-engineering-colleges-in-india

Thank You.

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