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Business Statistics

Indian Institute of Technology Roorkee via NPTEL

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Overview

This course will introduce you to business statistics, or the application of statistics in the workplace. Statistics is a course in the methods for gathering, analyzing, and interpreting data. You’ll also explore basic probability concepts, including measuring and modeling uncertainty, and you’ll use various data distributions, along with the Linear Regression Model, to analyze and inform business decisions.

Syllabus

Week 1  :  Introduction, data collection and presenting data in tables 
Week 2  :  Numerical descriptive measures and basic probability
Week 3  :  Discrete and continuous probability distributions
Week 4  :  Sampling and sampling distributions 
Week 5  :  Confidence interval estimation
Week 6  :  One sample tests and hypothesis testing
Week 7  :  Two sample tests means
Week 8  :  Two sample tests proportions and variance
Week 9  :  ANOVA
Week 10  :  Chi-Square tests 
Week 11  :  Simple linear regression 
Week 12  :  Multiple regression basics

Taught by

Prof. Mukesh Kumar Barua

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