About this Course

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Flexible deadlines
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Intermediate Level
Approx. 10 hours to complete
English

Skills you will gain

Multivariate Time Series AnalysisMultivariate AnalysisMultivariate StatisticsPredictive Modelling
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 10 hours to complete
English

Offered by

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SAS

Syllabus - What you will learn from this course

Week
1

Week 1

1 hour to complete

Course Overview and Data Setup

1 hour to complete
2 videos (Total 13 min), 5 readings
2 videos
Demo: Exploring Ames Housing Data10m
5 readings
Learner Prerequisites1m
Access SAS Software for this Course10m
Follow These Instructions to Set Up Data for This Course (REQUIRED)30m
Completing Demos and Practices10m
Using Forums and Getting Help1m
3 hours to complete

Introduction and Review of Concepts

3 hours to complete
17 videos (Total 41 min), 2 readings, 9 quizzes
17 videos
Statistical Modeling: Types of Variables1m
Overview of Models3m
Explanatory versus Predictive Modeling1m
Population Parameters and Sample Statistics1m
Normal (Gaussian) Distribution2m
Standard Error of the Mean51s
Confidence Intervals2m
Statistical Hypothesis Test4m
p-Value: Effect Size and Sample Size Influence3m
Scenario48s
Performing a t Test4m
Demo: Performing a One-Sample t Test Using PROC TTEST3m
Scenario1m
Assumptions for the Two-Sample t Test2m
Testing for Equal and Unequal Variances2m
Demo: Performing a Two-Sample t Test Using PROC TTEST4m
2 readings
Parameters and Statistics10m
Normal Distribution10m
9 practice exercises
Question 1.015m
Question 1.025m
Question 1.035m
Question 1.045m
Question 1.055m
Practice - Using PROC TTEST to Perform a One-Sample t Test20m
Question 1.065m
Practice - Using PROC TTEST to Compare Groups20m
Introduction and Review of Concepts30m
Week
2

Week 2

4 hours to complete

ANOVA and Regression

4 hours to complete
29 videos (Total 70 min), 2 readings, 14 quizzes
29 videos
Scenario58s
Identifying Associations in ANOVA with Box Plots1m
Demo: Exploring Associations Using PROC SGPLOT1m
Identifying Associations in Linear Regression with Scatter Plots1m
Demo: Exploring Associations Using PROC SGSCATTER2m
Scenario56s
The ANOVA Hypothesis1m
Partitioning Variability in ANOVA2m
Coefficient of Determination1m
F Statistic and Critical Values1m
The ANOVA Model2m
Demo: Performing a One-Way ANOVA Using PROC GLM6m
Scenario49s
Multiple Comparison Methods2m
Tukey's and Dunnett's Multiple Comparison Methods1m
Diffograms and Control Plots1m
Demo: Performing a Post Hoc Pairwise Comparison Using PROC GLM6m
Scenario53s
Using Correlation to Measure Relationships between Continuous Variables1m
Hypothesis Testing for a Correlation1m
Avoiding Common Errors When Interpreting Correlations5m
Demo: Producing Correlation Statistics and Scatter Plots Using PROC CORR6m
Scenario45s
The Simple Linear Regression Model1m
How SAS Performs Simple Linear Regression1m
Comparing the Regression Model to a Baseline Model2m
Hypothesis Testing and Assumptions for Linear Regression1m
Demo: Performing Simple Linear Regression Using PROC REG7m
2 readings
What Does a CLASS Statement Do?10m
Correlation Analysis and Model Building10m
14 practice exercises
Question 2.015m
Question 2.025m
Question 2.035m
Question 2.045m
Practice - Performing a One-Way ANOVA20m
Question 2.055m
Question 2.065m
Practice - Using PROC GLM to Perform Post Hoc Parwise Comparisons20m
Question 2.075m
Question 2.085m
Practice - Describing the Relationship between Continuous Variables20m
Question 2.095m
Practice - Using PROC REG to Fit a Simple Linear Regression Model20m
ANOVA and Regression30m
Week
3

Week 3

2 hours to complete

More Complex Linear Models

2 hours to complete
13 videos (Total 43 min), 1 reading, 5 quizzes
13 videos
Scenario1m
Applying the Two-Way ANOVA Model3m
Demo: Performing a Two-Way ANOVA Using PROC GLM7m
Interactions3m
Demo: Performing a Two-Way ANOVA With an Interaction Using PROC GLM5m
Demo: Performing Post-Processing Analysis Using PROC PLM4m
Scenario44s
The Multiple Linear Regression Model2m
Hypothesis Testing for Multiple Regression1m
Multiple Linear Regression versus Simple Linear Regression2m
Adjusted R-Square1m
Demo: Fitting a Multiple Linear Regression Model Using PROC REG7m
1 reading
The STORE Statement10m
5 practice exercises
Question 3.015m
Practice - Performing a Two-Way ANOVA Using PROC GLM20m
Question 3.025m
Practice - Performing Multiple Regression Using PROC REG20m
More Complex Linear Models30m

About the SAS Statistical Business Analyst Professional Certificate

SAS Statistical Business Analyst

Frequently Asked Questions

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