Book recommendation for all competitive exam like, CSIR NET|GATE|IIT-JAM|ISS. We can prefer book according to our exam syllabus
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Unit
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Topic |
Book Recommendation |
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1 |
Concept of Probability |
S.C Gupta and V.K Kapoor
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2 |
Random Variable and Their distribution Function a. Random Variable b. Transformation of Random Variable c. Order Statistics d. Distribution Function of discrete and Continues Random Variable
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Fundamental of mathematical Statistics 1. V.K Rohatgi 2. Sheldom Ross 3. Suhov Y. Kelbert 4. Kapoor and Saxena |
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3 |
Convergence of Sequence of Random Variable a. Mathematical Expectation b. Moment Generating and Characteristic Function c. Law of Large Number and Central Limit Theorem
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Fundamental of mathematical Statistics 1. V.K Rohatgi 2. Sheldom Ross 3. Suhov Y. Kelbert 4. Kapoor and Saxena |
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4 |
Descriptive Statistics a. Correlation and Regression b. Multiple and Partial Correlation
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1. S.C Gupta and V.K Kapoor 2. V.K Rohatgi
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5 |
Stochastic processes a. Markov Chain b. Poisson and Death Processes |
J. Medhi |
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6 |
Statistical Inference a. Estimation Theory b. Testing of Hypothesis c. Bayesian Inference |
Fundamental of mathematical Statistics 1. V.K Rohatgi 2. Sheldom Ross 3. Suhov Y. Kelbert 4. Kapoor and Saxena |
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7 |
Non Parametric Test |
1. S.C Gupta and V.K Kapoor 2. V.K Rohatgi
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8 |
Linear Model a. Linear Estimation b. Regression Analysis |
1. D.D Joshi 2. C. Montgomery |
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9 |
Multivariate Analysis a. Multivariate Distribution b. Principal Component c. Canonical Correlation d. Discrimination and classification e. Cluster Analysis |
1. Richard A. Johnson 2. T.W Anderson |
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10 |
Design theory a. Design of Experiment b. Factorial Experiment |
1. D.D Joshi 2. C. Montgomery 3. S.C. Gupta and V.K Kapoor
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11 |
Theory of sampling Surveys |
1. S.C. Gupta and V.K Kapoor 2. Parimal Mukhopadhay |
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12 |
Reliability Theory |
1. Marvin Rausand |
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13 |
Linear Programming and Queuing theory
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1. S.D Sharma 2. Kanti Swaroop
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