SAS Analyst Course Overview

9-8 Weeks Course Duration Instructor lead online interactive class Live Project and Implementations Highly Experience Trainer

Our SAS Analyst course provides in-depth training for individuals looking to excel in data analytics and statistical analysis using SAS (Statistical Analysis System). This course covers the essentials of data manipulation, statistical procedures, data visualization, and advanced analytical techniques.

Course Content

• Analysis of Variance (ANOVA) 2 lectures 15min
  ANOVA 0. Using TTEST to compare means

  05:00

  ANOVA 2. The GLM Procedure for Investigating Mean Differences

  10:00
• Prepare Inputs Vars for predictive Modeling7 lectures 1hr
  Prepare Inputs Vars_1. Chapter Overview

  15:00

  Prepare Inputs Vars_2. Missing values and imputation

  10:00

  Prepare Inputs Vars_3.Categorical Input Variable

  05:00

  Prepare Inputs Vars_4. Variable Cluster

  10:00

  Prepare Inputs Vars_5. Variable Screening

  05:00

  Prepare Inputs Vars_6. Proc CORR detect Association

  05:00

  Prepare Inputs Vars_7. Empirical Logit detect Non-Linear

  10:00
• Linear Regression Analysis 2 lectures 35min
  Exploring the Relationship between Two Continuous Variables using Scatter Plots

  20:00

  Multiple Linear Regression: fit multiple regression with Proc REG

  15:00
• Logistic Regression Analysis4 lectures 35min
  Logistic Regression Analysis: Overview

  15:00

  Plots for Probabilities of an Event

  05:00

  Plots of the Odds Ratio

  10:00

  Multiple Logistic Regression: Backward Elimination

  05:00
• SAS Operations on Data4 lectures 35min
  Importing Data

  15:00

  Working with Data

  05:00

  Input Types and Informats

  10:00

  Visual Representation of Data & Analyses

  05:00