This course allows learners to explore Regression Models in order to utilise these models for business forecasting. Unlike Time Series Models, Regression Models are causal models, where we identify certain variables in our business that influence other variables. Regressions model this causality, and then we can use these models in order to forecast, and then plan for our business' needs. We will explore simple regression models, multiple regression models, dummy variable regressions, seasonal variable regressions, as well as autoregressions. Each of these are different forms of regression models, tailored to unique business scenarios, in order to forecast and generate business intelligence for organisations.
Este curso faz parte do Programa de cursos integrados Excel Skills for Business Forecasting
oferecido por
Programa de cursos integrados Excel Skills for Business ForecastingUniversidade MacquarieInformações sobre o curso
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Prazos flexíveis
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Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Nível intermediário
Aprox. 9 horas para completar
Inglês
Legendas: Inglês
Habilidades que você terá
- Microsoft Excel
- Business Forecasting
- regression models
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Nível intermediário
Aprox. 9 horas para completar
Inglês
Legendas: Inglês
oferecido por
Universidade Macquarie
Macquarie is ranked among the top one per cent of universities in the world, and with a 5-star QS rating, we are recognised for producing graduates who are among the most sought-after professionals in the world. Since our foundation 54 years ago, we have aspired to be a different type of university: one focused on fostering collaboration between students, academics, industry and society.
Programa - O que você aprenderá com este curso
1 hora para concluir
Welcome and Critical Information
1 hora para concluir
2 vídeos (Total 2 mín.), 3 leituras
2 horas para concluir
Regression Models
In this module, we explore the context and purpose of business forecasting and the three types of business forecasting using regression models. We will learn the theoretical underpinning for a regression model, and understand the relationship between explanatory variables and dependent variables. We will first focus on single variable or simple regression, and learn how to critically evaluate the model using regression diagnostic tools and then use our models for forecasting to suit our organisation's needs.
2 horas para concluir
4 vídeos (Total 40 mín.), 3 leituras, 4 testes
2 horas para concluir
Multiple Variable Regression
In this module, we extend the simple regression model to take in multiple explanatory variables. We will extend the theoretical underpinning for a regression model by involving multiple dependent variables. We will learn how to critically evaluate the multiple regression models using regression diagnostic tools and then use our models for forecasting to suit our organisation's needs.
2 horas para concluir
4 vídeos (Total 37 mín.), 2 leituras, 4 testes
2 horas para concluir
Dummy Variable Regression
In this module, we extend the multiple regression model to take in qualitative binary explanatory variables. We will extend the theoretical underpinning for a multiple regression model by creating dummy variables for binary qualitative data. We will learn how to critically evaluate the dummy variable regression models using regression diagnostic tools and then use our models for forecasting to suit our organisation's needs.
2 horas para concluir
4 vídeos (Total 27 mín.), 2 leituras, 4 testes
2 horas para concluir
Seasonal Dummy Regression
In this module, we extend the binary dummary variable regression model to take in seasonal variables. We will extend the theoretical underpinning for a binary dummy variable regression model by creating a series of dummy variables to capture seasonality. We will learn how to critically evaluate the seasonal dummy regression models using regression diagnostic tools and then use our models for forecasting to suit our organisation's needs.
2 horas para concluir
5 vídeos (Total 44 mín.), 2 leituras, 4 testes
Avaliações
Principais avaliações do EXCEL REGRESSION MODELS FOR BUSINESS FORECASTING
por PR1 de Out de 2021
I never new I'd like regression, thanks to Dr Prashan! His skills in teaching is very clear and concise. The lessons are easy to follow. Perfect for beginners.
por CM12 de Jul de 2021
A step-by-step guide for business forecasting! Very easy to follow and the course brush up my statistics on linear regression as well.
por DD8 de Jan de 2022
Learning this course was fantastic, it really improved my knowledge for excel and regression
por MH12 de Nov de 2021
The lecturer did great demonstrating how equation looks like on business application.
Sobre Programa de cursos integrados Excel Skills for Business Forecasting
The current state of the world makes business forecasting even more fundamental to the operation of institutions. In this Specialization we focus on Excel Skills for Business Forecasting in three courses — Time Series Models, Regression Models, and Judgmental Forecasting.
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