Foreword & Preface

 

 

CONTENTS

MODULE-II

Basic Statistical Techniques

Statistical Methods and Inference 

2.1

Descriptive Statistics and Exploratory Data Analysis
2.2

Probability and Sampling Distributions
2.3

Estimation of Parameters
2.4

Testing of Hypothesis
2.5

Tests of Significance
2.6

Correlation and Regression
2.7

Concepts and Application of Linear Models
2.8

Analysis of Variance, Analysis of  Covariance and Multivariate Analysis of Variance

Design of Experiments
2.9

Fundamentals of Design of Experiments

2.10

Incomplete Block Designs
2.11

Row-Column Designs
2.12

Multiple Comparison Procedures
2.13

Nested Block Designs
2.14

Block Designs with Nested Rows and Columns

2.15

Combined Analysis of Data

2.16

Change-Over Designs

2.17

Designs for Factorial Experiments

2.18

Fractional Factorial Plans

2.19

Response Surface Designs

2.20 Experiments with Mixtures

Sampling Techniques

2.21

Fundamentals of Survey Sampling

2.22

Sampling in Field Experiments

2.23

Optimal Controlled Sampling Designs

2.24

Variance Estimation from Complex Surveys using Balanced Repeated Replication