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. To this end, the course aims to cover statistical ideas that apply to managers by discussing 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.
Este curso forma parte de Programa especializado: Managerial Economics and Business Analysis
26.947 ya inscrito
ofrecido por
Programa especializado: Managerial Economics and Business Analysis Universidad de Illinois en Urbana-ChampaignAcerca de este Curso
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Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Aprox. 19 horas para completar
Inglés (English)
Subtítulos: Árabe (Arabic), Francés (French), Portugués (europeo), Italiano, Vietnamita, Alemán (German), Ruso (Russian), Inglés (English), Español (Spanish)
Habilidades que obtendrás
- Statistical Inference
- Statistical Analysis
- Statistical Hypothesis Testing
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Aprox. 19 horas para completar
Inglés (English)
Subtítulos: Árabe (Arabic), Francés (French), Portugués (europeo), Italiano, Vietnamita, Alemán (German), Ruso (Russian), Inglés (English), Español (Spanish)
ofrecido por
Universidad de Illinois en 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.
Comienza a trabajar para obtener tu maestría
Este curso es parte del Master of Business Administration (iMBA) completamente en línea de Universidad de Illinois en Urbana-Champaign.
Si te aceptan en el programa completo, tus cursos cuentan para tu título de grado.
Programa - Qué aprenderás en este curso
2 horas para completar
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 horas para completar
3 videos (Total 8 minutos), 7 lecturas, 1 cuestionario
4 horas para completar
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.
4 horas para completar
11 videos (Total 80 minutos), 2 lecturas, 6 cuestionarios
5 horas para completar
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.
5 horas para completar
11 videos (Total 93 minutos), 2 lecturas, 7 cuestionarios
4 horas para completar
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!
4 horas para completar
9 videos (Total 70 minutos), 2 lecturas, 6 cuestionarios
4 horas para completar
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.
4 horas para completar
8 videos (Total 60 minutos), 4 lecturas, 4 cuestionarios
Reseñas
- 5 stars87,12 %
- 4 stars10,69 %
- 3 stars1,09 %
- 2 stars0,24 %
- 1 star0,85 %
Principales reseñas sobre INFERENTIAL AND PREDICTIVE STATISTICS FOR BUSINESS
por EK7 de dic. de 2019
Great course! Incredibly well organized and clear. I was terrified of Stats before I took this class, now I feel confident and am seeing my entire world differently. Thank you!
por GM13 de may. de 2017
Super practical exploration of how to use inferential and predictive statistics in everyday business decision making. So good I want more!
por AG26 de oct. de 2016
A very good course, well presented by the prof. Many examples with solutions in Excel that helped to make it clear.
por RS3 de oct. de 2020
I started to enjoy the course once I started investing the correct amount of time and effort into on a daily basis.
Acerca de Programa especializado: 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 in which they operate. 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.
Preguntas Frecuentes
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