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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
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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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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.
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. |
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 |
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.
Topics | Weightage |
Probability | 20% |
Calculus | 15% |
Multivariate Analysis | 10% |
Matrix Theory | 8% |
Stochastic Processes | 8% |
Estimation | 8% |
Testing of Hypotheses | 8% |
Regression Analysis | 8% |
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 |
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 ST year wise Sample Paper | GATE ST sample paper link |
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.
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 |
IISc Bangalore has released the official GATE 2024 syllabus at its official website, however students can check the syllabus on this page.
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.
Every year GATE is conducted by any of the IIT or IISc, and this year it will be conducted by IISc Bangalore.
IISc Bangalore will release the mock test of GATE 2024 for Statistics at the official website.
GATE 2024 is scheduled to be held for February 3, 4, 10 and 11.
No, IISC Bangalore has not announced the GATE branch-wise dates 2024.
Application Date:16 March,2024 - 10 May,2024
Application Date:06 May,2024 - 12 May,2024
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:
IIT Delhi:
IIT Bombay:
IIT Madras:
IIT Kanpur:
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:
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:
For more information on the brochure and admission process of every college offering this course in India, click on the link below:
Thank You.
The flight attendant job description includes ensuring passenger safety during flights by adhering to safety regulations. Individual pursuing career as flight attendant is also tasked with serving meals and drinks to passengers, but this is mostly a secondary responsibility. A flight attendant is employed by airlines and most of them work on commercial flights, although there is also a market for a private flight attendant (e.g. private charter planes or jets).
Depending on the size of the plane, international safety regulations demand a certain number of Flight Attendants to be on board the aircraft. The standard rule is that there should be one Flight Attendant for every 50 passengers.
Aerospace engineering jobs deal with employees who design or build missiles and aircraft for national defense, or spacecraft. Aeronautical and astronautical engineering are two major branches of aerospace engineering. Aerospace engineering or aircraft engineering is often referred to as rocket science. The bottom line is that the person who is pursuing a career in aerospace engineering has to deal with multiple teams at different levels and work across various technologies.
A career in the aviation industry always sounds exciting. But, there is no scope for the slightest error as it may cost the lives of many people. A Flight Engineer role comes with the responsibility of monitoring the aircraft engine and control systems while in flight. Whenever the aircraft is away from the home station, he or she is required to perform pre-flight and post-flight inspections
An aircrew officer or airline commanders fly aircraft to provide transportation to passengers or cargo. The aircrew officer operates the engines of aircraft and controls to navigate and fly the airplane. The ability to learn new technologies every time and to stay up-to-date with the changes in the industry is what the aircrew officer should possess.
This could be possible through membership with professional pilot associations. The aircrew officer is also one of the highest-paid professionals and the job is quite coveted. Keep reading to find out what you need to know about how to become aircrew officer.
You may also read career as Airline Pilot.
An Aeronautical Engineer job comes with the responsibility of designing aircraft and thrust systems. He or she is employed in aviation, defence or civil aviation industries. Aeronautical Engineer is generally engaged in the design of aircraft and propulsion systems as well as the analysis of building materials and aircraft's aerodynamic performance. The role of an Aeronautical Engineer may involve assembling parts of aircraft, testing and maintaining them.
A Safety Manager is a professional responsible for employee’s safety at work. He or she plans, implements and oversees the company’s employee safety. A Safety Manager ensures compliance and adherence to Occupational Health and Safety (OHS) guidelines.
Are you searching for an 'airline pilot job description'? An airline pilot or airline commander flies aircraft and helicopters to provide transportation to passengers or cargo. The airline pilot operates the engines of the aircraft and controls them to navigate and fly the airplane. The ability to learn new technologies every time and to stay up-to-date with the changes in the industry is what aviators should possess. The career as airline pilot is also one of the highest-paid professionals and the job is quite coveted.
Welding Engineer Job Description: A Welding Engineer work involves managing welding projects and supervising welding teams. He or she is responsible for reviewing welding procedures, processes and documentation. A career as Welding Engineer involves conducting failure analyses and causes on welding issues.
A career as Transportation Planner requires technical application of science and technology in engineering, particularly the concepts, equipment and technologies involved in the production of products and services. In fields like land use, infrastructure review, ecological standards and street design, he or she considers issues of health, environment and performance. A Transportation Planner assigns resources for implementing and designing programmes. He or she is responsible for assessing needs, preparing plans and forecasts and compliance with regulations.
Individuals who opt for a career as an environmental engineer are construction professionals who utilise the skills and knowledge of biology, soil science, chemistry and the concept of engineering to design and develop projects that serve as solutions to various environmental problems.
A Safety Manager is a professional responsible for employee’s safety at work. He or she plans, implements and oversees the company’s employee safety. A Safety Manager ensures compliance and adherence to Occupational Health and Safety (OHS) guidelines.
A Conservation Architect is a professional responsible for conserving and restoring buildings or monuments having a historic value. He or she applies techniques to document and stabilise the object’s state without any further damage. A Conservation Architect restores the monuments and heritage buildings to bring them back to their original state.
A Structural Engineer designs buildings, bridges, and other related structures. He or she analyzes the structures and makes sure the structures are strong enough to be used by the people. A career as a Structural Engineer requires working in the construction process. It comes under the civil engineering discipline. A Structure Engineer creates structural models with the help of computer-aided design software.
Highway Engineer Job Description: A Highway Engineer is a civil engineer who specialises in planning and building thousands of miles of roads that support connectivity and allow transportation across the country. He or she ensures that traffic management schemes are effectively planned concerning economic sustainability and successful implementation.
Are you searching for a Field Surveyor Job Description? A Field Surveyor is a professional responsible for conducting field surveys for various places or geographical conditions. He or she collects the required data and information as per the instructions given by senior officials.
Individuals who opt for a career as geothermal engineers are the professionals involved in the processing of geothermal energy. The responsibilities of geothermal engineers may vary depending on the workplace location. Those who work in fields design facilities to process and distribute geothermal energy. They oversee the functioning of machinery used in the field.
Individuals who opt for a career as a geologist are required to study the earth's s structure and its various components that are present in solid, liquid, and gaseous forms. In engineering geologist jobs are often found assisting mining companies in the search for precious minerals apart from doing their regular research and survey. Jobs in geology are expected to venture out to remote spots, staying there for a considerable period, regulating the entire group, and persuading colleagues is not a simple activity for everybody. In this article, we will also discuss geologist career path geologist salary in India and geologist career scope.
Energy efficiency engineering is a broad field of engineering which deals with energy efficiency, energy services, facility management, plant engineering, and sustainable energy resources. Energy efficiency engineering is one of the most recent engineering disciplines to emerge. The field combines the knowledge and understanding of physics, chemistry, and mathematics, with economic and environmental engineering practices. The main job of individuals who opt for a career as an energy performance engineer is to find the most efficient and sustainable path to operate buildings and manufacturing processes.
Individuals who opt for a career as energy performance engineers apply their understanding and knowledge to increase efficiency and further develop renewable sources of energy. The energy efficiency engineers also examine the use of energy in those procedures and suggest the ways in which systems can be improved.
A career as a Petroleum engineer is concerned with activities related to producing petroleum. These products can be in the form of either crude oil or natural gas. Petroleum engineering also requires the exploration and refinement of petroleum resources. Therefore, a career as a petroleum engineer comes up with oil and gas onshore jobs. There are also desk jobs in the petroleum industry. In layman’s terms, a petroleum engineer is a person who finds the best way to drill and extract oil from oil wells. Individuals who opt for a career as petroleum engineer also tries to find new ways to extract oil in an efficient manner.
A career as Transportation Planner requires technical application of science and technology in engineering, particularly the concepts, equipment and technologies involved in the production of products and services. In fields like land use, infrastructure review, ecological standards and street design, he or she considers issues of health, environment and performance. A Transportation Planner assigns resources for implementing and designing programmes. He or she is responsible for assessing needs, preparing plans and forecasts and compliance with regulations.
A career as a civil engineer is of great importance for the infrastructural growth of the country. It is one of the most popular professions and there is great professional as well as personal growth in this civil engineering career path. There is job satisfaction in this civil engineering career path, but it also comes with a lot of stress, as there are multiple projects that need to be handled and have to be completed on time. Students should pursue physics, chemistry and mathematics in their 10+2 to become civil engineers.
A career as a Transportation Engineer is someone who takes care of people's safety. He or she is responsible for designing, planning and constructing a safe and secure transportation system. The transportation sector has seen a huge transformation and is growing day by day and improving every day.
As a Transport Engineer, he or she needs to solve complex problems such as accidents, costs, traffic flow, and statistics. A Transport Engineer also collaborates for projects with some other companies.
Loco Pilot's position is common to the Indian Railways under the Ministry of Railways in the country. A Loco Pilot is the individual needed to drive the trains and provide effective monitoring of the trains during transit. This is a senior position in the Indian Railways, and no applicant is employed directly as a Loco Pilot. The Indian Railways undertake entrance tests to recruit the Assistance Loco Pilots, who could then be promoted to the Loco Pilots Post or to other management positions.
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