Time
2:00 PM - 6:00 PM (IST) on Friday, 25-Sept 2020.
Format:
The webinar would be conducted either via Google Meet or Zoom. You would receive the login details in email upon your registration.
Topics
1. Basics of Statistics - Data, Variables, Sampling, Population.
2. Data Visualization - Histogram, Bar & Pie chart, Scatter Plots, Box & Whiskers Plot
3. Sampling Distribution - Mean, Variance, Standard Deviation, Test Statistics, Skewness, Kurtosis, Standard Normal Distribution, Central Limit Theorem, Confidence Interval
4. Hypothesis Testing - Null & Alternate Hypothesis, Steps in Hypothesis Testing, One Sample & Two Sample Tests, Paired sample t-test, Testing Variances - F test, More than two samples - ANOVA
5. Regression Analysis - Simple Linear Regression, Multiple Regression, p-value and Interpretation
You will get
All PPTs
Source codes
Data-sets
Relevant tutorials (self-study)
Doubt clearing session (Q&A)
Requirements:
You would need a stable internet connection. Also upon registration, you would receive some basic guidelines (like how to install R etc.) and basic tutorials. It is suggested that you go through the materials before the webinar. It would help us in seamlessly covering all the highlighted topics.
Resource Persons
Chief Resource: Kaushik Bhattacharjee, PhD. Visiting Scholar (Syracuse Univ. USA), Ex-Faculty TAPMI, IMT Hyd, IBS Hyd etc.
Support Resource: Supratim Kundu, FPM Scholar (SPJIMR), FDP (IIM A). Ex-faculty IMT Hyd, KIAMS.
