SAS Predictive Modeling (Udemy.com)

Linear Regression, Logistic Regression & Time Series Forecasting with multiple case studies

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Created by: Handson

Produced in 2019

What you will learn

Linear Regression, Multiple Regression
Logistic Regression
Time Series forecasting
ARIMA Modelling
Live case studies on regression, logistic regression, time series forecasting, building ARIMA model.
Hands On Exercises using SAS
Correlation Co-efficient
ODDS & ODDS ratio
BOX JENKINS technology
Importance of business analytics
Multi Collinearity and Auto Corelation
Concordant,Discordant and Tied Pairs
Variance Inflation Factor
Durbin-Watson test
Confusion Matrix
Stationarity & Non-Stationarity
Components of time series
Importing of data sets in SAS

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Course Description

This course covers a range of introductory statistical topics and uses SAS software to carry out analysis. Emphasis placed on the interpretation of the results. It covers the skills required to assemble analysis flow diagrams using the rich tool set and predictive modeling. Ready-to-use procedures handle a wide range of statistical techniques.
Learn how togenerate descriptive statistics and explore data with graphsperform linear regression and assess the assumptionsuse diagnostic statistics to identify potential outliers in multiple regressionfit a multiple logistic regression modelmodify data for better analysis resultsbuild and understand predictive models such as regression modelscompare and explain complex models generate and use score codeWho this course is for:
Aspiring Analytics ProfessionalsNext generation data scientistVisionary predictive modelerSAS programmer

Time: 4.5h

Instructor Details

Handson

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Handson is an online learning platform, offers live instructor-driven courses and self-paced training that provide beginners to experienced professionals who want to enhance their technology, management and other skills.
Handson has a group of experienced professionals and academicians guiding our company and delivering our courses. Handson team has many years of experience developing and delivering traditional and online courses in both academic and corporate environments. Our teaching experiences range from teaching at the university and college level, to delivering professional lectures, seminars, workshops and online presentations. As a result, you can be sure that your online experience is worthwhile.