Book recommendation for all competitive exam like, CSIR NET|GATE|IIT-JAM|ISS. We can prefer book according to our exam syllabus
Unit
| 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
| 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
| 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
| 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
| 1. S.D Sharma 2. Kanti Swaroop
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