Acerca de este Curso
4.8
387 calificaciones
61 revisiones
Programa Especializado
100% online

100% online

Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Hours to complete

Aprox. 13 horas para completar

Sugerido: 4 weeks of study...
Available languages

Inglés (English)

Subtítulos: Inglés (English)...

Habilidades que obtendrás

Log–Log PlotInteraction (Statistics)Linear RegressionRegression Analysis
Programa Especializado
100% online

100% online

Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Hours to complete

Aprox. 13 horas para completar

Sugerido: 4 weeks of study...
Available languages

Inglés (English)

Subtítulos: Inglés (English)...

Programa - Qué aprenderás en este curso

Semana
1
Hours to complete
5 horas para completar

Regression Analysis: An Introduction

...
Reading
7 videos (Total: 65 min), 13 readings, 7 quizzes
Video7 videos
Introducing Linear Regression: Building a Model8m
Introducing Linear Regression: Estimating the Model10m
Introducing Linear Regression: Estimating the Model12m
Introducing Linear Regression: Predictions using the Model9m
Errors, Residuals and R-square14m
Normality Assumption on the Errors7m
Reading13 lecturas
Course FAQs10m
Pre-Course Survey10m
Toy Sales.xlsx10m
Slides, Lesson 110m
Toy Sales.xlsx10m
Slides, Lesson 210m
Toy Sales.xlsx10m
Slides, Lesson 310m
Toy Sales.xlsx10m
Slides, Lesson 410m
Toy Sales2.xlsx10m
Slides, Lesson 510m
Slides, Lesson 610m
Quiz7 ejercicios de práctica
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Regression Analysis: An Introductionm
Semana
2
Hours to complete
5 horas para completar

Regression Analysis: Hypothesis Testing and Goodness of Fit

...
Reading
6 videos (Total: 74 min), 15 readings, 7 quizzes
Video6 videos
Hypothesis Testing in a Linear Regression: using 'p-values'7m
Hypothesis Testing in a Linear Regression: Confidence Intervals9m
A Regression Application Using Housing Data15m
'Goodness of Fit' measures: R-square and Adjusted R-square11m
Categorical Variables in a Regression: Dummy Variables18m
Reading15 lecturas
Toy Sales.xlsx10m
Toy Sales (with regression).xlsx10m
Toy Sales (with regression, t-statistic).xlsx10m
Toy Sales (with regression, t-cutoff)10m
Slides, Lesson 110m
Toy Sales.xlsx10m
Slides, Lesson 210m
Toy Sales.xlsx10m
Slides, Lesson 310m
Home Prices.xlsx10m
Slides, Lesson 410m
Home Prices.xlsx10m
Slides, Lesson 510m
deliveries1.xlsx10m
Slides, Lesson 610m
Quiz7 ejercicios de práctica
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Regression Analysis: Hypothesis Testing and Goodness of Fitm
Semana
3
Hours to complete
4 horas para completar

Regression Analysis: Dummy Variables, Multicollinearity

...
Reading
6 videos (Total: 62 min), 12 readings, 7 quizzes
Video6 videos
Dummy Variable Regression: Interpretation of Coefficients6m
Dummy Variable Regression: Estimation, Interpretation of p-values17m
A Regression Application Using Refrigerator data12m
A Regression Application Using Refrigerator data (continued...)7m
Multicollinearity in Regression Models: What it is and How to Deal with it10m
Reading12 lecturas
deliveries2.xlsx10m
Slides, Lesson 110m
Slides, Lesson 210m
deliveries2.xlsx10m
deliveries2 (for prediction).xlsx10m
Slides, Lesson 310m
Refrigerators.xlsx10m
Slides, Lesson 410m
Cars.xlsx10m
Slides, Lesson 510m
Cars.xlsx10m
Slides, Lesson 610m
Quiz7 ejercicios de práctica
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Regression Analysis: Model Application and Multicollinearity20m
Semana
4
Hours to complete
4 horas para completar

Regression Analysis: Various Extensions

...
Reading
7 videos (Total: 63 min), 11 readings, 7 quizzes
Video7 videos
Building Confidence Bounds for Prediction Using a Regression Model9m
Interaction Effects in a Regression: An Introduction6m
Interaction Effects in a Regression: An Application8m
Transformation of Variables in a Regression: Improving Linearity7m
The Log-Log and the Semi-Log Regression Models17m
Course 4 Recap1m
Reading11 lecturas
Height and Weight.xlsx10m
Slides, Lesson 110m
Height and Weight.xlsx10m
Slides, Lesson 210m
Slides, Lesson 310m
Height and Weight.xlsx10m
Slides, Lesson 410m
Slides, Lesson 510m
Cocoa.xlsx10m
Slides, Lesson 610m
End-of-Course Survey10m
Quiz7 ejercicios de práctica
Practice Quiz6m
Practice Quiz4m
Practice Quiz4m
Practice Quiz4m
Practice Quiz6m
Practice Quiz6m
Regression Analysis: Various Extensions22m
4.8
61 revisionesChevron Right
Career direction

50%

comenzó una nueva carrera después de completar estos cursos
Career Benefit

83%

consiguió un beneficio tangible en su carrera profesional gracias a este curso
Career promotion

25%

consiguió un aumento de sueldo o ascenso

Principales revisiones

por WBDec 21st 2017

I have found Course 3 and 4 of this specialization to be challenging, but rewarding. It has helped me build confidence that I can do just about anything with data provided to increase positive impact.

por MWMay 1st 2018

Well structured course with clear modules and helpful exercises to reinforce the material. Professor Borle does a great job and is very responsive to questions.

Instructor

Avatar

Sharad Borle

Associate Professor of Management
Jones Graduate School of Business

Acerca de Rice University

Rice University is consistently ranked among the top 20 universities in the U.S. and the top 100 in the world. Rice has highly respected schools of Architecture, Business, Continuing Studies, Engineering, Humanities, Music, Natural Sciences and Social Sciences and is home to the Baker Institute for Public Policy....

Acerca del programa especializado Business Statistics and Analysis

The Business Statistics and Analysis Specialization is designed to equip you with a basic understanding of business data analysis tools and techniques. You’ll master essential spreadsheet functions, build descriptive business data measures, and develop your aptitude for data modeling. 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. The Specialization culminates with a Capstone Project in which you’ll apply the skills and knowledge you’ve gained to an actual business problem. To successfully complete all course assignments, students must have access to a Windows version of Microsoft Excel 2010 or later. To see an overview video for this Specialization, click here!...
Business Statistics and Analysis

Preguntas Frecuentes

  • Una vez que te inscribes para obtener un Certificado, tendrás acceso a todos los videos, cuestionarios y tareas de programación (si corresponde). Las tareas calificadas por compañeros solo pueden enviarse y revisarse una vez que haya comenzado tu sesión. Si eliges explorar el curso sin comprarlo, es posible que no puedas acceder a determinadas tareas.

  • Cuando te inscribes en un curso, obtienes acceso a todos los cursos que forman parte del Programa especializado y te darán un Certificado cuando completes el trabajo. Se añadirá tu Certificado electrónico a la página Logros. Desde allí, puedes imprimir tu Certificado o añadirlo a tu perfil de LinkedIn. Si solo quieres leer y visualizar el contenido del curso, puedes auditar el curso sin costo.

¿Tienes más preguntas? Visita el Centro de Ayuda al Alumno.