Introduction - First Course Handout

R

Link 1

Link 2

RStudio

Link 1

Link 2

Topics:

1. Linear Algebra (pre-req)

2. Calculus (pre-req)

3. Probability and Statistics

   Probability Distributions

   Sampling Distributions

   Inference

4. Multivariate Distributions

5. Multivariate Statistics

   PCA

   Factor Analysis

   Multidimensional Scaling

6. We will see..

Other points

Location: NAB-1

The main resource page for this course is https://sites.google.com/site/tijahbus/courses/stat2

Lecture Slots: T 11:10-13:00 and W 16:05-18:00

Office Hours: 6:30-7:30pm on W in ISRU 415

General Plan:

1. Use RStudio.

2. We will discuss concepts/ideas and some codes in the lectures.

3. You need to execute the R codes in each session.

Evaluation Components:

Pre-Quiz - ?

Quiz 1 [10]

MidSem [20]

Quiz 2 [10]

Quiz 3 [10]

EndSem [30]

Numerical Assignments [10*2]

My email: duttas@isical.ac.in

TA - Sayan (sayanranjan4@gmail.com)