Inferential and Predictive Statistics for Business
- Offered byCoursera
Inferential and Predictive Statistics for Business at Coursera Overview
Duration | 19 hours |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Go to Website  |
Credential | Certificate |
Inferential and Predictive Statistics for Business at Coursera Highlights
- Offered By University of Illinois at Urbana-Champaign
- Learn from eminent faculty of University of Illinois at Urbana-Champaign
- 50% got a tangible career benefit from this course
- Requires effort of 4-5 hours per week
Inferential and Predictive Statistics for Business at Coursera Course details
- We will consider two basic themes: first, is recognizing and describing variations present in everything around us, and then modeling and making decisions in the presence of these variations. The fundamental concepts studied in this course will reappear in many other classes and business settings. Our focus will be on interpreting the meaning of the results in a business and managerial setting.
- This course provides an analytical framework to help you evaluate key problems in a structured fashion and will equip you with tools to better manage the uncertainties that pervade and complicate business processes. The course aim to cover statistical ideas that apply to managers.
Inferential and Predictive Statistics for Business at Coursera Curriculum
WEEK-1-Course Orientation
Welcome to Inferential and Predictive Statistics for Business
Excel Data Analysis Toolpak
Hypothesis Testing
Formulating the Hypothesis
Analyzing the Result
Two-Tail Test for Mean
Two-Tail Test for Mean in Excel
One-Tail Test for Mean
Left-Tail Test for Mean in Excel
Right-Tail Test for Mean in ExceL
Testing the Proportion
Left-Tail Test for Proportion in Excel
Right-Tail Test for Proportion in Excel
Two-Tail Test for Proportion in Excel
WEEK-2: Statistical Inference Based on Two Samples
Testing for No Difference in Means
Testing for No Difference in Means in Excel
Two-Tail Mean Test for Two Samples and Calculating the Confidence Interval in Excel
One-Tail Test of the Means
One-Tail Test of the Means in Excel
Testing for a Specific Value in Means
Paired Tests
Paired Test in Excel
Test of Proportions
One-Tail Test of Proportions for Two Samples in Excel
Two-Tail Test of Proportions for Two Samples in Excel
WEEK-3 Simple Linear Regression
An Introduction
Least Square Methods
Least Square Method in ExceL
Assessing the Regression Model
Testing the Significance in Excel
Using the Model
Simple Linear Regression: Excel Output Analysis
Model Assumptions and Limitations
Residual Analysis in Excel
WEEK-4: Multiple Linear Regression
Model Introduction
Developing Multiple Regression Model in Excel
Multiple Regression: Excel Output Analysis
Qualitative Data Two Categories
Dummy Variable in Excel Two Categories
Qualitative Data Many Categories
Dummy Variable in Excel Many Categories
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