About this Course

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Learner Career Outcomes

50%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Approx. 19 hours to complete
English

Skills you will gain

Statistical InferenceStatistical AnalysisStatistical Hypothesis Testing

Learner Career Outcomes

50%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Approx. 19 hours to complete
English

Offered by

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University of Illinois at Urbana-Champaign

Start working towards your Master's degree

This course is part of the 100% online Master of Business Administration (iMBA) from University of Illinois at Urbana-Champaign. If you are admitted to the full program, your courses count towards your degree learning.

Syllabus - What you will learn from this course

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Week
1

Week 1

1 hour to complete

Course Orientation

1 hour to complete
2 videos (Total 7 min), 6 readings, 1 quiz
2 videos
Excel Data Analysis Toolpak1m
6 readings
Syllabus10m
ePub10m
About the Discussion Forums4m
Glossary15m
Using Excel for this Course10m
Updating Your Profile10m
1 practice exercise
Orientation Quiz10m
4 hours to complete

Module 1: Hypothesis Testing

4 hours to complete
11 videos (Total 80 min), 2 readings, 6 quizzes
11 videos
1-2.1. Analyzing the Result8m
1-3.1. Two-Tail Test for Mean10m
1-3.2. Two-Tail Test for Mean in Excel4m
1-4.1. One-Tail Test for Mean5m
1-4.2. Left-Tail Test for Mean in Excel3m
1-4.3. Right-Tail Test for Mean in Excel6m
1-5.1. Testing the Proportion12m
1-5.2. Left-Tail Test for Proportion in Excel5m
1-5.3. Right-Tail Test for Proportion in Excel3m
1-5.4. Two-Tail Test for Proportion in Excel5m
2 readings
Module 1 Overview3m
Module 1 Readings1h
6 practice exercises
Lesson 1-1 Practice Quiz15m
Lesson 1-2 Practice Quiz30m
Lesson 1-3 Practice Quiz15m
Lesson 1-4 Practice Quiz15m
Lesson 1-5 Practice Quiz15m
Module 1 Quiz30m
Week
2

Week 2

5 hours to complete

Module 2: Statistical Inference Based on Two Samples

5 hours to complete
11 videos (Total 93 min), 2 readings, 7 quizzes
11 videos
2-1.2. Testing for No Difference in Means in Excel9m
2-1.3. Two-Tail Mean Test for Two Samples and Calculating the Confidence Interval in Excel6m
2-2.1. One-Tail Test of the Means9m
2-2.2. One-Tail Test of the Means in Excel5m
2-3.1. Testing for a Specific Value in Means6m
2-4.1. Paired Tests9m
2-4.2. Paired Test in Excel7m
2-5.1. Test of Proportions11m
2-5.2. One-Tail Test of Proportions for Two Samples in Excel6m
2-5.3. Two-Tail Test of Proportions for Two Samples in Excel3m
2 readings
Module 2 Overview3m
Module 2 Readings1h
6 practice exercises
Lesson 2-1 Practice Quiz15m
Lesson 2-2 Practice Quiz15m
Lesson 2-3 Practice Quiz15m
Lesson 2-4 Practice Quiz15m
Lesson 2-5 Practice Quiz15m
Module 2 Quiz30m
Week
3

Week 3

4 hours to complete

Module 3: Simple Linear Regression

4 hours to complete
9 videos (Total 70 min), 2 readings, 6 quizzes
9 videos
3-2.1. Least Square Methods7m
3-2.2. Least Square Method in Excel3m
3-3.1. Assessing the Regression Model10m
3-3.2. Testing the Significance in Excel4m
3-4.1. Using the Model10m
3-4.2. Simple Linear Regression: Excel Output Analysis7m
3-5.1. Model Assumptions and Limitations8m
3-5.2. Residual Analysis in Excel4m
2 readings
Module 3 Overview3m
Module 3 Readings1h
6 practice exercises
Lesson 3-1 Practice Quiz15m
Lesson 3-2 Practice Quiz15m
Lesson 3-3 Practice Quiz30m
Lesson 3-4 Practice Quiz15m
Lesson 3-5 Practice Quiz15m
Module 3 Quiz30m
Week
4

Week 4

3 hours to complete

Module 4: Multiple Linear Regression

3 hours to complete
8 videos (Total 60 min), 3 readings, 4 quizzes
8 videos
4-1.2. Developing Multiple Regression Model in Excel6m
4-1.3. Multiple Regression: Excel Output Analysis5m
4-2.1. Qualitative Data – Two Categories12m
4-2.2. Dummy Variable in Excel – Two Categories6m
4-3.1. Qualitative Data – Many Categories6m
4-3.2. Dummy Variable in Excel – Many Categories5m
Gies Online Programs3m
3 readings
Module 4 Overview3m
Module 4 Readings1h
Congratulations!10m
4 practice exercises
Lesson 4-1 Practice Quiz15m
Lesson 4-2 Practice Quiz15m
Lesson 4-3 Practice Quiz15m
Module 4 Quiz30m

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