Book recommendation

Book Recommendation

 

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

 

1

Concept of Probability

S.C Gupta and V.K Kapoor

 

 

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

 

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

 

4

Descriptive Statistics

a.       Correlation and Regression

b.       Multiple and Partial Correlation

 

1.       S.C Gupta and V.K Kapoor

2.       V.K Rohatgi

 

 

 

5

Stochastic processes

a.       Markov Chain

b.       Poisson and Death Processes

      J. Medhi

 

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

 

7

Non Parametric Test

1.       S.C Gupta and V.K Kapoor

2.       V.K Rohatgi

 

 

8

Linear Model

a.       Linear Estimation

b.       Regression Analysis

1.       D.D Joshi

2.       C. Montgomery

 

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

 

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

 

 

 

11

Theory of sampling Surveys

1.       S.C. Gupta and V.K

Kapoor

2.       Parimal Mukhopadhay

 

12

Reliability Theory

1.       Marvin Rausand

 

13

Linear Programming  and Queuing theory

 

1.       S.D  Sharma

2.       Kanti Swaroop

 

 

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