RECOMMENDED BOOKS

Recommended Books

1. Concept of Probability- S.C Gupta and V.K Kapoor

2. Random Variable and Their distribution Function

Fundamentals of Mathematical Statistics (SC Gupta & VK Kapoor)
V.K Rohatgi
An Outline of Statistical Theory (Gun Gupta and Das Gupta)
Probability & Mathematical Statistics (Prasanna Sahoo)
Sheldon m. Ross
Suhov Y. Kelbert
Kapoor and Saxena

3. Convergence of Sequence of Random Variable-Mathematical Expectation, Moment Generating and Characteristic Function, Law of Large Number and Central Limit Theorem

Fundamentals of Mathematical Statistics (SC Gupta & VK Kapoor)
V.K Rohatgi
An Outline of Statistical Theory (Gun Gupta and Das Gupta)
Probability & Mathematical Statistics (Prasanna Sahoo)
Sheldon m. Ross
Suhov Y. Kelbert
Kapoor and Saxena

4. Descriptive Statistics- Frequency distribution. Measures of location, dispersion, skewness, and kurtosis, Correlation and Regression, Multiple and Partial Correlation

S.C Gupta and V.K Kapoor
V.K Rohatgi

5. Stochastic processes----Markov Chain, Poisson, and Death Processes

J. Medhi

6. Statistical Inference--- Estimation Theory, Testing of Hypothesis, Elements of decision theory.

Fundamentals of Mathematical Statistics(S.C Gupta and V.K Kapoor)

V.K Rohatgi
Sheldon Ross
Suhov Y. Kelbert
Kapoor and Saxena

7. Non-Parametric Test

S.C Gupta and V.K Kapoor
V.K Rohatgi

8. Linear Model---Linear Estimation, Regression Analysis

D.D Joshi
C. Montgomery

9. Multivariate Analysis--- Multivariate Distribution, Principal Component, Canonical Correlation, Discrimination, and classification, Cluster Analysis