\[ \newcommand{\nRV}[2]{{#1}_1, {#1}_2, \ldots, {#1}_{#2}} \newcommand{\pnRV}[3]{{#1}_1^{#3}, {#1}_2^{#3}, \ldots, {#1}_{#2}^{#3}} \newcommand{\onRV}[2]{{#1}_{(1)} \le {#1}_{(2)} \le \ldots \le {#1}_{(#2)}} \newcommand{\RR}{\mathbb{R}} \newcommand{\Prob}[1]{\mathbb{P}\left({#1}\right)} \newcommand{\PP}{\mathcal{P}} \newcommand{\iidd}{\overset{\mathsf{iid}}{\sim}} \newcommand{\X}{\times} \newcommand{\EE}[1]{\mathbb{E}\left[{#1}\right]} \newcommand{\Var}[1]{\mathsf{Var}\left({#1}\right)} \newcommand{\Ber}[1]{\mathsf{Ber}\left({#1}\right)} \newcommand{\Geom}[1]{\mathsf{Geom}\left({#1}\right)} \newcommand{\Bin}[1]{\mathsf{Bin}\left({#1}\right)} \newcommand{\Poi}[1]{\mathsf{Pois}\left({#1}\right)} \newcommand{\Exp}[1]{\mathsf{Exp}\left({#1}\right)} \newcommand{\SD}[1]{\mathsf{SD}\left({#1}\right)} \newcommand{\sgn}[1]{\mathsf{sgn}} \newcommand{\dd}[1]{\operatorname{d}\!{#1}} \]

Introduction to Statistics and Computation with Data

Siva Athreya (athreya@isibang.ac.in)

Indian Statistical Institute, Bangalore

Bikram Halder (bikram0x@outlook.com)

Preface

This book contains lecture notes from the course Introduction to Statistics and Computation with Data taught by Siva Athreya at the Indian Statistical Institute, Bangalore, during the academic year 2021-’22.

Designed for first year B.Math (Hons.) students, the curriculum will introduce them to basic statistical concepts and data analysis using the R programming language. The course is divided into two parts: the first part focuses on R programming, while the second part delves into statistical fundamentals.

Designed to provide a gentle introduction to the subject, the book is an indispensable companion to the course. Whether deciphering the nuances of R or unravelling the intricacies of statistics, this resource can be used as a reference guide to help students navigate the course with ease.

For any feedback or suggestions, please feel free to contact us at the above mentioned email addresses.