Über diesen Kurs
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Ca. 17 Stunden zum Abschließen

Empfohlen: 4 weeks of study, 2-4 hours/week...


Untertitel: Englisch

Kompetenzen, die Sie erwerben

Statistical InferenceStatistical AnalysisStatistical Hypothesis Testing

100 % online

Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.

Flexible Fristen

Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.

Ca. 17 Stunden zum Abschließen

Empfohlen: 4 weeks of study, 2-4 hours/week...


Untertitel: Englisch

Lehrplan - Was Sie in diesem Kurs lernen werden

1 Stunde zum Abschließen

Course Orientation

In the course orientation, you will become familiar with the course, your classmates, and our learning environment. The orientation will also help you obtain the technical skills required for the course.

2 Videos (Gesamt 7 min), 6 Lektüren, 1 Quiz
2 Videos
Excel Data Analysis Toolpak1m
6 Lektüren
About the Discussion Forums4m
Using Excel for this Course10m
Updating Your Profile10m
Social Media4m
1 praktische Übung
Orientation Quiz10m
4 Stunden zum Abschließen

Module 1: Hypothesis Testing

Watch any infomercial and you hear many outrageous promises. Use this cream and your skin will look 80% firmer! Use this supplement and you will lose 10 pounds in the first 10 days! Are they telling you the truth? Are they all lying? The only way to know the answer to any of these questions is to scientifically test the claim being made – that is what we call hypothesis testing and what we will learn in this module.

11 Videos (Gesamt 80 min), 2 Lektüren, 6 Quiz
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 Lektüren
Module 1 Overview3m
Module 1 Readings1h
6 praktische Übungen
Lesson 1-1 Practice Quiz15m
Lesson 1-2 Practice Quiz6m
Lesson 1-3 Practice Quiz15m
Lesson 1-4 Practice Quiz15m
Lesson 1-5 Practice Quiz15m
Module 1 Quiz30m
6 Stunden zum Abschließen

Module 2: Statistical Inference Based on Two Samples

Does the medicine a person is taking to treat his condition really work better than a sugar pill? Is the new chip-enabled credit card more secure than the magnetic card? How do you know whether the claims being made about anything being “better than” or “faster than” a competitor are true? In this module we will learn to make this comparison.

11 Videos (Gesamt 93 min), 2 Lektüren, 7 Quiz
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 Lektüren
Module 2 Overview3m
Module 2 Readings1h
6 praktische Übungen
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
4 Stunden zum Abschließen

Module 3: Simple Linear Regression

Does your job involve a lot of sitting? If so, you are at higher risk of coronary heart disease. How do I know this? We got to know the relationship between coronary heart disease and sitting when researchers studied a cohort of London bus drivers and bus conductors from 1947 to 1972. If you want to know more, then read on!

9 Videos (Gesamt 70 min), 2 Lektüren, 6 Quiz
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 Lektüren
Module 3 Overview3m
Module 3 Readings1h
6 praktische Übungen
Lesson 3-1 Practice Quiz15m
Lesson 3-2 Practice Quiz15m
Lesson 3-3 Practice Quiz4m
Lesson 3-4 Practice Quiz15m
Lesson 3-5 Practice Quiz15m
Module 3 Quiz30m
3 Stunden zum Abschließen

Module 4: Multiple Linear Regression

You are trying to predict next month’s sales numbers. You know that dozens, maybe even hundreds, of things like the weather, competitor’s promotions, rumors, etc. can impact the number. You talk to five people and each one has an idea about what makes the biggest impact, and the only thing they offer is “trust me.” Do you wish there was a better way of doing this rather than relying on blind faith? Well, there is. We can use Multiple Regression to sort through this mess and bring the focus to factors that really do matter.

7 Videos (Gesamt 56 min), 2 Lektüren, 4 Quiz
7 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
2 Lektüren
Module 4 Overview3m
Module 4 Readings1h
4 praktische Übungen
Lesson 4-1 Practice Quiz15m
Lesson 4-2 Practice Quiz15m
Lesson 4-3 Practice Quiz15m
Module 4 Quiz30m
53 BewertungenChevron Right


ziehen Sie für Ihren Beruf greifbaren Nutzen aus diesem Kurs

Top reviews from Inferential and Predictive Statistics for Business

von SGMay 20th 2017

Very good introductory Statistics course. The topic selection is very pertinent to meet the need of a manager to analyze data and to make decision. Quality of teaching is GREAT.

von MCOct 6th 2016

Really great course! With a little bit of data you can explain anything! The course is really easy to understand with great and interesting examples! Thanks a lot!



Fataneh Taghaboni-Dutta

Clinical Professor of Business Administration
University of Illinois, Urbana-Champaign College of Business Department of Business Administration

Beginnen Sie damit, auf Ihren Master-Abschluss hinzuarbeiten.

This Kurs 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.

Über University of Illinois at Urbana-Champaign

The University of Illinois at Urbana-Champaign is a world leader in research, teaching and public engagement, distinguished by the breadth of its programs, broad academic excellence, and internationally renowned faculty and alumni. Illinois serves the world by creating knowledge, preparing students for lives of impact, and finding solutions to critical societal needs. ...

Über die Spezialisierung Managerial Economics and Business Analysis

In order to effectively manage and operate a business, managers and leaders need to understand the market characteristics and economic environment they operate in. In this Specialization, you will build a solid understanding of the operation of markets and the macro-economic environment with real-world examples. You will be able to identify firm and country-level economic factors that impact business decisions, develop an analytical framework using statistical tools, and apply economic theory and data in the analysis of business environment and trends to make effective business decisions. The capstone project involves an in-depth analysis of an actual business situation in which you will examine the global economic environment of a business. The final project will be a business plan that uses statistical tools and economic theory to create a comprehensive analysis of the microeconomic and macroeconomic environment in which the focal company operates. This Specialization is part of the University of Illinois Masters of Business Administration degree program, the iMBA. Learn more about the admission into the program here and how your Coursera work can be leveraged if accepted into the program. You can also start with for-credit courses within the Illinois iMBA degree program....
Managerial Economics and Business Analysis

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